diff --git a/api.saladeaula.digital/app/routes/orgs/users/batch_jobs.py b/api.saladeaula.digital/app/routes/orgs/users/batch_jobs.py
new file mode 100644
index 0000000..80e1331
--- /dev/null
+++ b/api.saladeaula.digital/app/routes/orgs/users/batch_jobs.py
@@ -0,0 +1,14 @@
+from aws_lambda_powertools import Logger
+from aws_lambda_powertools.event_handler.api_gateway import Router
+from layercake.dynamodb import DynamoDBPersistenceLayer
+
+from boto3clients import dynamodb_client
+from config import USER_TABLE
+
+logger = Logger(__name__)
+router = Router()
+dyn = DynamoDBPersistenceLayer(USER_TABLE, dynamodb_client)
+
+
+@router.post('/<org_id>/users/batch-jobs')
+def batch_jobs(org_id: str): ...
diff --git a/apps/admin.saladeaula.digital/app/routes/_.$orgid.courses._index/route.tsx b/apps/admin.saladeaula.digital/app/routes/_.$orgid.courses._index/route.tsx
index dffdfb5..bbebe54 100644
--- a/apps/admin.saladeaula.digital/app/routes/_.$orgid.courses._index/route.tsx
+++ b/apps/admin.saladeaula.digital/app/routes/_.$orgid.courses._index/route.tsx
@@ -206,14 +206,17 @@ function Course({
               <li className="flex gap-1.5">
                 <span
                   className={cn({
-                    'line-through text-muted-foreground': custom_pricing
+                    'line-through text-muted-foreground': custom_pricing,
+                    'font-bold': !custom_pricing
                   })}
                 >
                   {currency.format(metadata__unit_price)}
                 </span>
 
                 {custom_pricing && (
-                  <span>{currency.format(custom_pricing)}</span>
+                  <span className="font-bold">
+                    {currency.format(custom_pricing)}
+                  </span>
                 )}
               </li>
             </>
diff --git a/apps/admin.saladeaula.digital/app/routes/_.$orgid.enrollments._index/columns.tsx b/apps/admin.saladeaula.digital/app/routes/_.$orgid.enrollments._index/columns.tsx
index c24aefc..537d487 100644
--- a/apps/admin.saladeaula.digital/app/routes/_.$orgid.enrollments._index/columns.tsx
+++ b/apps/admin.saladeaula.digital/app/routes/_.$orgid.enrollments._index/columns.tsx
@@ -1,6 +1,6 @@
 'use client'
 
-import type { CellContext, ColumnDef } from '@tanstack/react-table'
+import type { ColumnDef } from '@tanstack/react-table'
 import { useRequest, useToggle } from 'ahooks'
 import {
   CircleXIcon,
@@ -13,7 +13,10 @@ import type { ComponentProps, MouseEvent } from 'react'
 import { toast } from 'sonner'
 
 import { Abbr } from '@repo/ui/components/abbr'
-import { DataTableColumnHeader } from '@repo/ui/components/data-table'
+import {
+  DataTableColumnDatetime,
+  DataTableColumnHeader
+} from '@repo/ui/components/data-table'
 import {
   AlertDialog,
   AlertDialogAction,
@@ -121,7 +124,6 @@ export const columns: ColumnDef<Enrollment>[] = [
     enableHiding: false,
     cell: ({ row }) => {
       const { name } = row.getValue('course') as { name: string }
-
       return <Abbr>{name}</Abbr>
     }
   },
@@ -159,43 +161,53 @@ export const columns: ColumnDef<Enrollment>[] = [
   },
   {
     accessorKey: 'created_at',
-    header: ({ column }) => <DataTableColumnHeader column={column} />,
     meta: { title: 'Cadastrado em' },
     enableSorting: true,
     enableHiding: true,
-    cell: cellDate
+    header: ({ column }) => <DataTableColumnHeader column={column} />,
+    cell: ({ row, column }) => (
+      <DataTableColumnDatetime row={row} column={column} />
+    )
   },
   {
     accessorKey: 'started_at',
-    header: ({ column }) => <DataTableColumnHeader column={column} />,
     meta: { title: 'Iniciado em' },
     enableSorting: true,
     enableHiding: true,
-    cell: cellDate
+    header: ({ column }) => <DataTableColumnHeader column={column} />,
+    cell: ({ row, column }) => (
+      <DataTableColumnDatetime row={row} column={column} />
+    )
   },
   {
     accessorKey: 'completed_at',
-    header: ({ column }) => <DataTableColumnHeader column={column} />,
     meta: { title: 'Concluído em' },
     enableSorting: true,
     enableHiding: true,
-    cell: cellDate
+    header: ({ column }) => <DataTableColumnHeader column={column} />,
+    cell: ({ row, column }) => (
+      <DataTableColumnDatetime row={row} column={column} />
+    )
   },
   {
     accessorKey: 'failed_at',
-    header: ({ column }) => <DataTableColumnHeader column={column} />,
     meta: { title: 'Reprovado em' },
     enableSorting: true,
     enableHiding: true,
-    cell: cellDate
+    header: ({ column }) => <DataTableColumnHeader column={column} />,
+    cell: ({ row, column }) => (
+      <DataTableColumnDatetime row={row} column={column} />
+    )
   },
   {
     accessorKey: 'canceled_at',
-    header: ({ column }) => <DataTableColumnHeader column={column} />,
     meta: { title: 'Cancelado em' },
     enableSorting: true,
     enableHiding: true,
-    cell: cellDate
+    header: ({ column }) => <DataTableColumnHeader column={column} />,
+    cell: ({ row, column }) => (
+      <DataTableColumnDatetime row={row} column={column} />
+    )
   },
   {
     id: 'actions',
@@ -203,20 +215,6 @@ export const columns: ColumnDef<Enrollment>[] = [
   }
 ]
 
-function cellDate<TData>({
-  row: { original },
-  cell: { column }
-}: CellContext<TData, unknown>) {
-  const accessorKey = column.columnDef.accessorKey as keyof TData
-  const value = original?.[accessorKey]
-
-  if (value) {
-    return formatted.format(new Date(value as string))
-  }
-
-  return <></>
-}
-
 async function getEnrollment(id: string) {
   const r = await fetch(`/~/api/enrollments/${id}`, {
     method: 'GET'
diff --git a/apps/admin.saladeaula.digital/app/routes/_.$orgid.orders._index/columns.tsx b/apps/admin.saladeaula.digital/app/routes/_.$orgid.orders._index/columns.tsx
index a4905ee..8aaa089 100644
--- a/apps/admin.saladeaula.digital/app/routes/_.$orgid.orders._index/columns.tsx
+++ b/apps/admin.saladeaula.digital/app/routes/_.$orgid.orders._index/columns.tsx
@@ -1,5 +1,10 @@
 'use client'
 
+import {
+  DataTableColumnDatetime,
+  DataTableColumnCurrency,
+  DataTableColumnHeader
+} from '@repo/ui/components/data-table'
 import { type ColumnDef } from '@tanstack/react-table'
 
 // This type is used to define the shape of our data.
@@ -12,14 +17,6 @@ export type Order = {
   name: string
 }
 
-const formatted = new Intl.DateTimeFormat('pt-BR', {
-  day: '2-digit',
-  month: '2-digit',
-  year: 'numeric',
-  hour: '2-digit',
-  minute: '2-digit'
-})
-
 export const columns: ColumnDef<Order>[] = [
   {
     accessorKey: 'payment_method',
@@ -32,43 +29,35 @@ export const columns: ColumnDef<Order>[] = [
   {
     accessorKey: 'total',
     header: 'Valor total',
-    cell: ({ row }) => {
-      const amount = parseFloat(row.getValue('total'))
-      const formatted = new Intl.NumberFormat('pt-BR', {
-        style: 'currency',
-        currency: 'BRL'
-      }).format(amount)
-
-      return <div className="font-medium">{formatted}</div>
-    }
+    cell: ({ row, column }) => (
+      <DataTableColumnCurrency row={row} column={column} />
+    )
   },
   {
-    header: 'Comprado em',
-    cell: ({ row }) => {
-      const createdAt = new Date(row.original.create_date)
-      return formatted.format(createdAt)
-    }
+    accessorKey: 'create_date',
+    enableSorting: true,
+    meta: { title: 'Comprado em' },
+    header: ({ column }) => <DataTableColumnHeader column={column} />,
+    cell: ({ row, column }) => (
+      <DataTableColumnDatetime row={row} column={column} />
+    )
   },
   {
-    header: 'Vencimento em',
-    cell: ({ row }) => {
-      try {
-        const dueDate = new Date(row.original.due_date)
-        return formatted.format(dueDate)
-      } catch {
-        return 'N/A'
-      }
-    }
+    accessorKey: 'due_date',
+    enableSorting: true,
+    meta: { title: 'Vencimento em' },
+    header: ({ column }) => <DataTableColumnHeader column={column} />,
+    cell: ({ row, column }) => (
+      <DataTableColumnDatetime row={row} column={column} />
+    )
   },
   {
-    header: 'Pago em',
-    cell: ({ row }) => {
-      if (row.original.payment_date) {
-        const createdAt = new Date(row.original.payment_date)
-        return formatted.format(createdAt)
-      }
-
-      return <></>
-    }
+    accessorKey: 'payment_date',
+    enableSorting: true,
+    meta: { title: 'Pago em' },
+    header: ({ column }) => <DataTableColumnHeader column={column} />,
+    cell: ({ row, column }) => (
+      <DataTableColumnDatetime row={row} column={column} />
+    )
   }
 ]
diff --git a/apps/admin.saladeaula.digital/app/routes/_.$orgid.orders._index/route.tsx b/apps/admin.saladeaula.digital/app/routes/_.$orgid.orders._index/route.tsx
index d6c119d..59321b7 100644
--- a/apps/admin.saladeaula.digital/app/routes/_.$orgid.orders._index/route.tsx
+++ b/apps/admin.saladeaula.digital/app/routes/_.$orgid.orders._index/route.tsx
@@ -2,6 +2,7 @@ import type { Route } from './+types/route'
 
 import { Suspense } from 'react'
 import { Await } from 'react-router'
+import { MeiliSearchFilterBuilder } from 'meilisearch-helper'
 
 import { DataTable } from '@repo/ui/components/data-table'
 import { Skeleton } from '@repo/ui/components/skeleton'
@@ -16,18 +17,25 @@ export function meta({}: Route.MetaArgs) {
 export async function loader({ params, context, request }: Route.LoaderArgs) {
   const { searchParams } = new URL(request.url)
   const { orgid } = params
+  const query = searchParams.get('q') || ''
+  const sort = searchParams.get('sort') || 'create_date:desc'
   const page = Number(searchParams.get('p')) + 1
   const hitsPerPage = Number(searchParams.get('perPage')) || 25
 
+  let builder = new MeiliSearchFilterBuilder().where('tenant_id', '=', orgid)
+
+  const orders = createSearch({
+    index: 'betaeducacao-prod-orders',
+    filter: builder.build(),
+    sort: [sort],
+    query,
+    page,
+    hitsPerPage,
+    env: context.cloudflare.env
+  })
+
   return {
-    data: createSearch({
-      index: 'betaeducacao-prod-orders',
-      sort: ['create_date:desc'],
-      filter: `tenant_id = ${orgid}`,
-      page,
-      hitsPerPage,
-      env: context.cloudflare.env
-    })
+    data: orders
   }
 }
 
@@ -48,7 +56,7 @@ export default function Route({ loaderData: { data } }) {
         {({ hits, page, hitsPerPage, totalHits }) => {
           return (
             <DataTable
-              sort={[{ id: 'created_at', desc: true }]}
+              sort={[{ id: 'create_date', desc: true }]}
               columns={columns}
               data={hits as Order[]}
               pageIndex={page - 1}
diff --git a/apps/admin.saladeaula.digital/app/routes/_.$orgid.users._index/columns.tsx b/apps/admin.saladeaula.digital/app/routes/_.$orgid.users._index/columns.tsx
index d9c86ed..4ee75fd 100644
--- a/apps/admin.saladeaula.digital/app/routes/_.$orgid.users._index/columns.tsx
+++ b/apps/admin.saladeaula.digital/app/routes/_.$orgid.users._index/columns.tsx
@@ -12,7 +12,12 @@ import { NavLink, useParams } from 'react-router'
 import { toast } from 'sonner'
 
 import { Abbr } from '@repo/ui/components/abbr'
-import { useDataTable } from '@repo/ui/components/data-table'
+import {
+  useDataTable,
+  DataTableColumnDatetime,
+  DataTableColumnHeader,
+  DataTableColumnCpfCnpj
+} from '@repo/ui/components/data-table'
 import {
   AlertDialog,
   AlertDialogAction,
@@ -26,6 +31,7 @@ import {
 } from '@repo/ui/components/ui/alert-dialog'
 import { Avatar, AvatarFallback } from '@repo/ui/components/ui/avatar'
 import { Button } from '@repo/ui/components/ui/button'
+import { Checkbox } from '@repo/ui/components/ui/checkbox'
 import {
   DropdownMenu,
   DropdownMenuContent,
@@ -45,15 +51,30 @@ export type User = {
   cnpj?: string
 }
 
-const formatted = new Intl.DateTimeFormat('pt-BR', {
-  day: '2-digit',
-  month: '2-digit',
-  year: 'numeric',
-  hour: '2-digit',
-  minute: '2-digit'
-})
-
 export const columns: ColumnDef<User>[] = [
+  {
+    id: 'select',
+    header: ({ table }) => (
+      <Checkbox
+        checked={
+          table.getIsAllPageRowsSelected() ||
+          (table.getIsSomePageRowsSelected() && 'indeterminate')
+        }
+        onCheckedChange={(value) => table.toggleAllPageRowsSelected(!!value)}
+        className="cursor-pointer"
+        aria-label="Selecionar tudo"
+      />
+    ),
+    cell: ({ row }) => (
+      <Checkbox
+        checked={row.getIsSelected()}
+        disabled={!row.getCanSelect()}
+        onCheckedChange={(value) => row.toggleSelected(!!value)}
+        className="cursor-pointer"
+        aria-label="Selecionar linha"
+      />
+    )
+  },
   {
     header: 'Colaborador',
     cell: ({ row }) => {
@@ -78,38 +99,29 @@ export const columns: ColumnDef<User>[] = [
     }
   },
   {
+    accessorKey: 'cpf',
     header: 'CPF',
-    cell: ({ row }) => {
-      const { cpf } = row.original
-
-      if (cpf) {
-        return <>{formatCPF(cpf)}</>
-      }
-
-      return <></>
-    }
+    cell: ({ row, column }) => (
+      <DataTableColumnCpfCnpj row={row} column={column} />
+    )
   },
   {
-    header: 'Último accesso',
-    cell: ({ row }) => {
-      // Post-migration: rename `lastLogin` to `last_login`
-      if (row.original?.lastLogin) {
-        const lastLogin = new Date(row.original.lastLogin)
-        return formatted.format(lastLogin)
-      }
-
-      return <></>
-    }
+    accessorKey: 'createDate',
+    enableSorting: true,
+    meta: { title: 'Cadastrado em' },
+    header: ({ column }) => <DataTableColumnHeader column={column} />,
+    cell: ({ row, column }) => (
+      <DataTableColumnDatetime row={row} column={column} />
+    )
   },
   {
-    header: 'Cadastrado em',
-    meta: {
-      className: 'w-1/12'
-    },
-    cell: ({ row }) => {
-      const created_at = new Date(row.original.createDate)
-      return formatted.format(created_at)
-    }
+    accessorKey: 'lastLogin',
+    enableSorting: true,
+    meta: { title: 'Último acesso' },
+    header: ({ column }) => <DataTableColumnHeader column={column} />,
+    cell: ({ row, column }) => (
+      <DataTableColumnDatetime row={row} column={column} />
+    )
   },
   {
     id: 'actions',
diff --git a/apps/admin.saladeaula.digital/app/routes/_.$orgid.users._index/route.tsx b/apps/admin.saladeaula.digital/app/routes/_.$orgid.users._index/route.tsx
index 1448418..2935df0 100644
--- a/apps/admin.saladeaula.digital/app/routes/_.$orgid.users._index/route.tsx
+++ b/apps/admin.saladeaula.digital/app/routes/_.$orgid.users._index/route.tsx
@@ -3,6 +3,7 @@ import type { Route } from './+types/route'
 import { PlusIcon } from 'lucide-react'
 import { Suspense } from 'react'
 import { Await, Link, useSearchParams } from 'react-router'
+import { MeiliSearchFilterBuilder } from 'meilisearch-helper'
 
 import { DataTable } from '@repo/ui/components/data-table'
 import { SearchForm } from '@repo/ui/components/search-form'
@@ -27,13 +28,16 @@ export async function loader({ params, context, request }: Route.LoaderArgs) {
   const { searchParams } = new URL(request.url)
   const { orgid } = params
   const query = searchParams.get('q') || ''
+  const sort = searchParams.get('sort') || 'createDate:desc'
   const page = Number(searchParams.get('p')) + 1
   const hitsPerPage = Number(searchParams.get('perPage')) || 25
 
+  let builder = new MeiliSearchFilterBuilder().where('tenant_id', '=', orgid)
+
   const users = createSearch({
     index: 'betaeducacao-prod-users_d2o3r5gmm4it7j',
-    sort: ['createDate:desc', 'create_date:desc'],
-    filter: `tenant_id = ${orgid}`,
+    filter: builder.build(),
+    sort: [sort],
     query,
     page,
     hitsPerPage,
@@ -61,7 +65,7 @@ export default function Route({ loaderData: { data } }) {
         {({ hits, page, hitsPerPage, totalHits }) => {
           return (
             <DataTable
-              sort={[{ id: 'created_at', desc: true }]}
+              sort={[{ id: 'createDate', desc: true }]}
               columns={columns}
               data={hits as User[]}
               pageIndex={page - 1}
diff --git a/layercake/layercake/dynamodb.py b/layercake/layercake/dynamodb.py
index 121fdab..1f41493 100644
--- a/layercake/layercake/dynamodb.py
+++ b/layercake/layercake/dynamodb.py
@@ -5,7 +5,7 @@ import warnings
 from abc import ABC, abstractmethod
 from base64 import urlsafe_b64decode, urlsafe_b64encode
 from dataclasses import dataclass
-from datetime import datetime
+from datetime import date, datetime
 from ipaddress import IPv4Address
 from typing import TYPE_CHECKING, Any, Self, Type, TypedDict
 from urllib.parse import quote, unquote
@@ -38,26 +38,52 @@ def _serialize_to_basic_types(data: Any) -> str | dict | set | list:
     match data:
         case datetime():
             return data.isoformat()
+
+        case date():
+            return data.isoformat()
+
         case UUID():
             return str(data)
+
         case IPv4Address():
             return str(data)
+
         case tuple() | list():
+            if not data:
+                return []
+
             serialized = [_serialize_to_basic_types(v) for v in data]
 
-            if any(isinstance(v, dict) for v in serialized):
+            if any(isinstance(v, (dict, list)) for v in serialized):
                 return serialized
 
-            return set(serialized)
+            try:
+                return set(serialized)
+            except TypeError:
+                return serialized
+
+        case set():
+            if not data:
+                return []
+
+            return set(_serialize_to_basic_types(v) for v in data)
+
         case dict():
-            return {k: _serialize_to_basic_types(v) for k, v in data.items()}
+            return {
+                k: _serialize_to_basic_types(v)
+                for k, v in data.items()
+                if v is not None
+            }
+
         case _:
             return data
 
 
 def serialize(data: dict) -> dict:
     return {
-        k: serializer.serialize(_serialize_to_basic_types(v)) for k, v in data.items()
+        k: serializer.serialize(_serialize_to_basic_types(v))
+        for k, v in data.items()
+        if v is not None
     }
 
 
diff --git a/layercake/pyproject.toml b/layercake/pyproject.toml
index 899d82a..d41d962 100644
--- a/layercake/pyproject.toml
+++ b/layercake/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "layercake"
-version = "0.11.1"
+version = "0.11.2"
 description = "Packages shared dependencies to optimize deployment and ensure consistency across functions."
 readme = "README.md"
 authors = [
@@ -28,6 +28,7 @@ dependencies = [
     "joserfc>=1.2.2",
     "python-multipart>=0.0.20",
     "authlib>=1.6.5",
+    "python-calamine>=0.5.4",
 ]
 
 [dependency-groups]
diff --git a/layercake/tests/test_dynamodb.py b/layercake/tests/test_dynamodb.py
index ce13cc4..2d52834 100644
--- a/layercake/tests/test_dynamodb.py
+++ b/layercake/tests/test_dynamodb.py
@@ -1,6 +1,7 @@
 from datetime import datetime
 from decimal import Decimal
 from ipaddress import IPv4Address
+from uuid import UUID
 
 import pytest
 from layercake.dateutils import ttl
@@ -68,6 +69,22 @@ def test_serialize():
     }
 
 
+def test_serialize_uuid():
+    uuid = UUID('12345678-1234-5678-1234-567812345678')
+    assert serialize({'id': uuid}) == {
+        'id': {'S': '12345678-1234-5678-1234-567812345678'}
+    }
+
+
+def test_serialize_pairs():
+    pairs = [(1, 2), (3, 4), (5, 6)]
+    expected = serialize({'pairs': pairs})
+
+    assert expected == {
+        'pairs': {'L': [{'NS': ['1', '2']}, {'NS': ['3', '4']}, {'NS': ['5', '6']}]}
+    }
+
+
 def test_composekey():
     key = ComposeKey(('122', 'abc'), prefix='schedules', delimiter=':')
     assert key == 'schedules:122:abc'
diff --git a/layercake/uv.lock b/layercake/uv.lock
index de6a492..d23bda4 100644
--- a/layercake/uv.lock
+++ b/layercake/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.12"
 resolution-markers = [
     "python_full_version >= '3.14'",
@@ -675,7 +675,7 @@ wheels = [
 
 [[package]]
 name = "layercake"
-version = "0.10.1"
+version = "0.11.2"
 source = { editable = "." }
 dependencies = [
     { name = "arnparse" },
@@ -692,6 +692,7 @@ dependencies = [
     { name = "pycpfcnpj" },
     { name = "pydantic", extra = ["email"] },
     { name = "pydantic-extra-types" },
+    { name = "python-calamine" },
     { name = "python-multipart" },
     { name = "pytz" },
     { name = "requests" },
@@ -727,6 +728,7 @@ requires-dist = [
     { name = "pycpfcnpj", specifier = ">=1.8" },
     { name = "pydantic", extras = ["email"], specifier = ">=2.10.6" },
     { name = "pydantic-extra-types", specifier = ">=2.10.3" },
+    { name = "python-calamine", specifier = ">=0.5.4" },
     { name = "python-multipart", specifier = ">=0.0.20" },
     { name = "pytz", specifier = ">=2025.1" },
     { name = "requests", specifier = ">=2.32.3" },
@@ -1274,6 +1276,81 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/bc/16/4ea354101abb1287856baa4af2732be351c7bee728065aed451b678153fd/pytest_cov-6.2.1-py3-none-any.whl", hash = "sha256:f5bc4c23f42f1cdd23c70b1dab1bbaef4fc505ba950d53e0081d0730dd7e86d5", size = 24644, upload-time = "2025-06-12T10:47:45.932Z" },
 ]
 
+[[package]]
+name = "python-calamine"
+version = "0.5.4"
+source = { registry = "https://pypi.org/simple" }
+wheels = [
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+]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
diff --git a/packages/ui/src/components/data-table/column-cpfcnpj.tsx b/packages/ui/src/components/data-table/column-cpfcnpj.tsx
new file mode 100644
index 0000000..1891fd4
--- /dev/null
+++ b/packages/ui/src/components/data-table/column-cpfcnpj.tsx
@@ -0,0 +1,40 @@
+import type { Row, Column } from '@tanstack/react-table'
+import {
+  formatCPF,
+  formatCNPJ,
+  isValidCPF,
+  isValidCNPJ
+} from '@brazilian-utils/brazilian-utils'
+
+interface DataTableColumnDatetimeProps<TData, TValue>
+  extends React.HTMLAttributes<HTMLDivElement> {
+  row: Row<TData>
+  column: Column<TData, TValue>
+}
+
+const formatted = new Intl.DateTimeFormat('pt-BR', {
+  day: '2-digit',
+  month: '2-digit',
+  year: 'numeric',
+  hour: '2-digit',
+  minute: '2-digit'
+})
+
+export function DataTableColumnCpfCnpj<TData, TValue>({
+  row,
+  column
+}: DataTableColumnDatetimeProps<TData, TValue>) {
+  // @ts-ignore
+  const { accessorKey } = column.columnDef
+  const value = row.getValue(accessorKey) as string
+
+  if (isValidCPF(value)) {
+    return formatCPF(value)
+  }
+
+  if (isValidCNPJ(value)) {
+    return formatCNPJ(value)
+  }
+
+  return <></>
+}
diff --git a/packages/ui/src/components/data-table/column-currency.tsx b/packages/ui/src/components/data-table/column-currency.tsx
new file mode 100644
index 0000000..489ba29
--- /dev/null
+++ b/packages/ui/src/components/data-table/column-currency.tsx
@@ -0,0 +1,27 @@
+import type { Row, Column } from '@tanstack/react-table'
+
+interface DataTableColumnDatetimeProps<TData, TValue>
+  extends React.HTMLAttributes<HTMLDivElement> {
+  row: Row<TData>
+  column: Column<TData, TValue>
+}
+
+const formatted = new Intl.NumberFormat('pt-BR', {
+  style: 'currency',
+  currency: 'BRL'
+})
+
+export function DataTableColumnCurrency<TData, TValue>({
+  row,
+  column
+}: DataTableColumnDatetimeProps<TData, TValue>) {
+  // @ts-ignore
+  const { accessorKey } = column.columnDef
+  const value = row.getValue(accessorKey) as number
+
+  if (value) {
+    return formatted.format(value)
+  }
+
+  return <></>
+}
diff --git a/packages/ui/src/components/data-table/column-datetime.tsx b/packages/ui/src/components/data-table/column-datetime.tsx
index e69de29..2329de2 100644
--- a/packages/ui/src/components/data-table/column-datetime.tsx
+++ b/packages/ui/src/components/data-table/column-datetime.tsx
@@ -0,0 +1,30 @@
+import type { Row, Column } from '@tanstack/react-table'
+
+interface DataTableColumnDatetimeProps<TData, TValue>
+  extends React.HTMLAttributes<HTMLDivElement> {
+  row: Row<TData>
+  column: Column<TData, TValue>
+}
+
+const formatted = new Intl.DateTimeFormat('pt-BR', {
+  day: '2-digit',
+  month: '2-digit',
+  year: 'numeric',
+  hour: '2-digit',
+  minute: '2-digit'
+})
+
+export function DataTableColumnDatetime<TData, TValue>({
+  row,
+  column
+}: DataTableColumnDatetimeProps<TData, TValue>) {
+  // @ts-ignore
+  const { accessorKey } = column.columnDef
+  const value = row.getValue(accessorKey)
+
+  if (value) {
+    return formatted.format(new Date(value as string))
+  }
+
+  return <></>
+}
diff --git a/packages/ui/src/components/data-table/column-header.tsx b/packages/ui/src/components/data-table/column-header.tsx
index fe9e75f..d8e1a92 100644
--- a/packages/ui/src/components/data-table/column-header.tsx
+++ b/packages/ui/src/components/data-table/column-header.tsx
@@ -32,6 +32,7 @@ export function DataTableColumnHeader<TData, TValue>({
       onClick={() => column.toggleSorting(column.getIsSorted() === 'asc')}
     >
       <span>{title}</span>
+
       {column.getIsSorted() === 'desc' ? (
         <ChevronDownIcon />
       ) : column.getIsSorted() === 'asc' ? (
diff --git a/packages/ui/src/components/data-table/data-table.tsx b/packages/ui/src/components/data-table/data-table.tsx
index fa0d381..4f9e8ff 100644
--- a/packages/ui/src/components/data-table/data-table.tsx
+++ b/packages/ui/src/components/data-table/data-table.tsx
@@ -256,7 +256,7 @@ export function DataTable<TData, TValue>({
                     <TableRow
                       key={row.id}
                       data-state={row.getIsSelected() && 'selected'}
-                      className="has-[[data-state=open]]:bg-muted/50"
+                      className="has-data-[state=open]:bg-muted/50"
                     >
                       {row.getVisibleCells().map((cell) => (
                         <TableCell
diff --git a/packages/ui/src/components/data-table/index.ts b/packages/ui/src/components/data-table/index.ts
index 5b92626..38aadc1 100644
--- a/packages/ui/src/components/data-table/index.ts
+++ b/packages/ui/src/components/data-table/index.ts
@@ -1,3 +1,6 @@
 export { DataTableColumnHeader } from './column-header'
+export { DataTableColumnDatetime } from './column-datetime'
+export { DataTableColumnCpfCnpj } from './column-cpfcnpj'
+export { DataTableColumnCurrency } from './column-currency'
 export { DataTable, useDataTable } from './data-table'
 export { DataTableViewOptions } from './view-options'
diff --git a/users-events/app/events/batch/chunks_into_users.py b/users-events/app/events/batch/chunks_into_users.py
new file mode 100644
index 0000000..96f28cc
--- /dev/null
+++ b/users-events/app/events/batch/chunks_into_users.py
@@ -0,0 +1,207 @@
+import csv
+import secrets
+from io import StringIO
+from types import SimpleNamespace
+from typing import TYPE_CHECKING
+from uuid import uuid4
+
+from aws_lambda_powertools.utilities.data_classes import (
+    EventBridgeEvent,
+    event_source,
+)
+from aws_lambda_powertools.utilities.typing import LambdaContext
+from layercake.batch import BatchProcessor
+from layercake.dateutils import now
+from layercake.dynamodb import DynamoDBPersistenceLayer, KeyPair
+from layercake.extra_types import CnpjStr, CpfStr, NameStr
+from pydantic import BaseModel, EmailStr, Field
+
+from boto3clients import dynamodb_client, s3_client
+from config import USER_TABLE
+
+if TYPE_CHECKING:
+    from mypy_boto3_s3.client import S3Client
+else:
+    S3Client = object
+
+
+dyn = DynamoDBPersistenceLayer(USER_TABLE, dynamodb_client)
+transport_params = {'client': s3_client}
+processor = BatchProcessor()
+
+
+class Org(BaseModel):
+    id: str | None = Field(default=None, exclude=True)
+    name: str
+    cnpj: CnpjStr
+
+
+class User(BaseModel):
+    name: NameStr
+    cpf: CpfStr
+    email: EmailStr
+
+
+class CPFConflictError(Exception): ...
+
+
+class EmailConflictError(Exception): ...
+
+
+@event_source(data_class=EventBridgeEvent)
+def lambda_handler(event: EventBridgeEvent, context: LambdaContext) -> bool:
+    new_image = event.detail['new_image']
+    csvfile = new_image['s3_uri']
+    _, _, start_byte, _, end_byte = new_image['sk'].split('#')
+    header = SimpleNamespace(
+        **{
+            column_name: int(idx)
+            for idx, column_name in (
+                column.split(':') for column in new_image['columns']
+            )
+        }
+    )
+
+    data = _get_s3_object_range(
+        csvfile,
+        start_byte=start_byte,
+        end_byte=end_byte,
+        s3_client=s3_client,
+    )
+    reader = csv.reader(data)
+    users = [
+        {
+            'name': row[header.name],
+            'email': row[header.email],
+            'cpf': row[header.cpf],
+        }
+        for row in reader
+    ]
+    ctx = {'org': new_image['org']}
+    # Key pattern `FILE#{file}`
+    sk = new_image['file_sk']
+
+    with (
+        dyn.transact_writer() as transact,
+        processor(records=users, handler=_create_user, context=ctx) as batch,
+    ):
+        result = batch.process()
+
+        for r in result:
+            transact.put(
+                item={
+                    'id': new_image['id'],
+                    'sk': f'REPORTING#{sk}#ITEM#{secrets.token_urlsafe(16)}',
+                    'input': r.input_record,
+                    'status': r.status.value.upper(),
+                    'error': r.cause.get('type') if r.cause else None,
+                }
+            )
+
+        transact.update(
+            key=KeyPair(
+                pk=new_image['id'],
+                sk=sk,
+            ),
+            update_expr='ADD progress :progress',
+            expr_attr_values={
+                ':progress': new_image['weight'],
+            },
+        )
+        transact.delete(
+            key=KeyPair(
+                pk=new_image['id'],
+                sk=new_image['sk'],
+            )
+        )
+
+    return True
+
+
+def _create_user(rawuser: dict, context: dict) -> None:
+    now_ = now()
+    user_id = uuid4()
+    org = Org(**context['org'])
+    user = User(**rawuser)
+
+    with dyn.transact_writer() as transact:
+        transact.put(
+            item={
+                **user.model_dump(),
+                'id': user_id,
+                'sk': '0',
+                'email_verified': False,
+                'tenant_id': {org.id},
+                # Post-migration: uncomment the folloing line
+                # 'org_id': {org.id},
+                'created_at': now_,
+            },
+        )
+        transact.put(
+            item={
+                'id': user_id,
+                # Post-migration: rename `emails` to `EMAIL`
+                'sk': f'emails#{user.email}',
+                'email_verified': False,
+                'email_primary': True,
+                'created_at': now_,
+            }
+        )
+        transact.put(
+            item={
+                # Post-migration: rename `cpf` to `CPF`
+                'id': 'cpf',
+                'sk': user.cpf,
+                'created_at': now_,
+            },
+            cond_expr='attribute_not_exists(sk)',
+            exc_cls=CPFConflictError,
+        )
+        transact.put(
+            item={
+                # Post-migration: rename `email` to `EMAIL`
+                'id': 'email',
+                'sk': user.email,
+                'created_at': now_,
+            },
+            cond_expr='attribute_not_exists(sk)',
+            exc_cls=EmailConflictError,
+        )
+        transact.put(
+            item={
+                'id': user_id,
+                'sk': f'orgs#{org.id}',
+                # Post-migration: uncomment the following line
+                # pk=f'ORG#{org.id}',
+                'name': org.name,
+                'cnpj': org.cnpj,
+                'created_at': now_,
+            }
+        )
+        transact.put(
+            item={
+                'id': f'orgmembers#{org.id}',
+                # Post-migration: uncomment the following line
+                # pk=f'MEMBER#ORG#{org_id}',
+                'sk': user_id,
+                'created_at': now_,
+            }
+        )
+
+
+def _get_s3_object_range(
+    s3_uri: str,
+    *,
+    start_byte: int,
+    end_byte: int,
+    s3_client: S3Client,
+) -> StringIO:
+    bucket, key = s3_uri.replace('s3://', '').split('/', 1)
+
+    r = s3_client.get_object(
+        Bucket=bucket,
+        Key=key,
+        Range=f'bytes={start_byte}-{end_byte}',
+    )
+
+    return StringIO(r['Body'].read().decode('utf-8'))
diff --git a/users-events/app/events/batch/csv_into_chunks.py b/users-events/app/events/batch/csv_into_chunks.py
index ef20e78..1fe0ac7 100644
--- a/users-events/app/events/batch/csv_into_chunks.py
+++ b/users-events/app/events/batch/csv_into_chunks.py
@@ -1,22 +1,58 @@
+from decimal import Decimal
+
 from aws_lambda_powertools.utilities.data_classes import (
     EventBridgeEvent,
     event_source,
 )
 from aws_lambda_powertools.utilities.typing import LambdaContext
+from layercake.dateutils import now
+from layercake.dynamodb import DynamoDBPersistenceLayer, KeyPair
 
-from boto3clients import s3_client
-from config import CHUNK_SIZE
+from boto3clients import dynamodb_client, s3_client
+from config import CHUNK_SIZE, USER_TABLE
 from csv_utils import byte_ranges
 
+dyn = DynamoDBPersistenceLayer(USER_TABLE, dynamodb_client)
 transport_params = {'client': s3_client}
 
 
 @event_source(data_class=EventBridgeEvent)
 def lambda_handler(event: EventBridgeEvent, context: LambdaContext) -> bool:
+    now_ = now()
     new_image = event.detail['new_image']
     csvfile = new_image['s3_uri']
-    pairs = byte_ranges(csvfile, CHUNK_SIZE, transport_params=transport_params)
+    chunks = byte_ranges(csvfile, CHUNK_SIZE, transport_params=transport_params)
+    total_chunks = len(chunks)
+    weight_per_chunk = round(100 / total_chunks, 2)
+    weights = [weight_per_chunk] * total_chunks
+    # Fix last value to balance total
+    weights[-1] = round(100 - sum(weights[:-1]), 2)
 
-    print(pairs)
+    with dyn.transact_writer() as transact:
+        transact.update(
+            key=KeyPair(new_image['id'], new_image['sk']),
+            update_expr='SET total_chunks = :total_chunks, \
+                             progress = :progress, \
+                             started_at = :now',
+            expr_attr_values={
+                ':total_chunks': total_chunks,
+                ':progress': 0,
+                ':now': now_,
+            },
+        )
+
+        for (start, end), weight in zip(chunks, weights):
+            transact.put(
+                item={
+                    'id': new_image['id'],
+                    'sk': f'CHUNK#START#{start}#END#{end}',
+                    'file_sk': new_image['sk'],
+                    's3_uri': new_image['s3_uri'],
+                    'columns': new_image['columns'],
+                    'weight': Decimal(str(weight)),
+                    'org': new_image['org'],
+                    'created_at': now_,
+                }
+            )
 
     return True
diff --git a/users-events/app/events/batch/mask_as_completed.py b/users-events/app/events/batch/mask_as_completed.py
new file mode 100644
index 0000000..3fb9fb4
--- /dev/null
+++ b/users-events/app/events/batch/mask_as_completed.py
@@ -0,0 +1,14 @@
+from aws_lambda_powertools.utilities.data_classes import (
+    EventBridgeEvent,
+    event_source,
+)
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+from boto3clients import s3_client
+
+transport_params = {'client': s3_client}
+
+
+@event_source(data_class=EventBridgeEvent)
+def lambda_handler(event: EventBridgeEvent, context: LambdaContext) -> bool:
+    return True
diff --git a/users-events/app/events/batch/read_csv_chunk.py b/users-events/app/events/batch/read_csv_chunk.py
deleted file mode 100644
index d7657f1..0000000
--- a/users-events/app/events/batch/read_csv_chunk.py
+++ /dev/null
@@ -1,55 +0,0 @@
-import csv
-from io import StringIO
-from typing import TYPE_CHECKING
-
-from aws_lambda_powertools.utilities.data_classes import (
-    EventBridgeEvent,
-    event_source,
-)
-from aws_lambda_powertools.utilities.typing import LambdaContext
-
-from boto3clients import s3_client
-
-if TYPE_CHECKING:
-    from mypy_boto3_s3.client import S3Client
-else:
-    S3Client = object
-
-transport_params = {'client': s3_client}
-
-
-@event_source(data_class=EventBridgeEvent)
-def lambda_handler(event: EventBridgeEvent, context: LambdaContext) -> bool:
-    new_image = event.detail['new_image']
-    csvfile = new_image['s3_uri']
-
-    data = _get_s3_object_range(
-        csvfile,
-        start_byte=new_image['start_byte'],
-        end_byte=new_image['end_byte'],
-        s3_client=s3_client,
-    )
-    reader = csv.reader(data)
-
-    for x in reader:
-        print(x)
-
-    return True
-
-
-def _get_s3_object_range(
-    s3_uri: str,
-    *,
-    start_byte: int,
-    end_byte: int,
-    s3_client: S3Client,
-) -> StringIO:
-    bucket, key = s3_uri.replace('s3://', '').split('/', 1)
-
-    response = s3_client.get_object(
-        Bucket=bucket,
-        Key=key,
-        Range=f'bytes={start_byte}-{end_byte}',
-    )
-
-    return StringIO(response['Body'].read().decode('utf-8'))
diff --git a/users-events/cf.py b/users-events/cf.py
deleted file mode 100644
index d2d8e64..0000000
--- a/users-events/cf.py
+++ /dev/null
@@ -1,62 +0,0 @@
-# /// script
-# dependencies = [
-#   "cloudflare"
-# ]
-# ///
-
-from cloudflare import Cloudflare
-
-CLOUDFLARE_ACCOUNT_ID = '5436b62470020c04b434ad31c3e4cf4e'
-CLOUDFLARE_API_TOKEN = 'gFndkBJCzH4pRX7mKXokdWfw1xhm8-9FHfvLfhwa'
-
-
-client = Cloudflare(api_token=CLOUDFLARE_API_TOKEN)
-
-assistant = """
-You are a data analysis assistant specialized in identifying Brazilian
-personal data from CSV files.
-
-These CSV files may or may not include headers.
-
-Your task is to analyze the content and identify only three possible
-data types: 'name', 'cpf', and 'email'.
-
-Ignore all other fields.
-"""
-
-csv_content = """
-,RICARDO GALLES BONET,ricardo.bonet@fanucamerica.com,424.430.528-93,NR-10 (RECICLAGEM)
-,RULIO SIEFERT SERA,rulio.sera@fanucamerica.com,063.916.859-08,NR-10 (RECICLAGEM)
-,MACIEL FERREIRA BOMFIM,maciel.bomfim@fanucamerica.com,334.547.088-85,NR-10 (RECICLAGEM)
-,JAIME EDUARDO GALVEZ AVILES,jaime.galvez@fanucamerica.com,280.238.818-50,NR-12
-,JAIME EDUARDO GALVEZ AVILES,jaime.galvez@fanucamerica.com,280.238.818-50,NR-35 (RECICLAGEM)
-,HIGOR MACHADO SILVA,higor.silva@fanucamerica.com,419.879.878-88,NR-12
-,LÁZARO SOUZA DIAS,lazaro.dias@fanucamerica.com,067.179.825-19,NR-12
-,JOÃO PEDRO AGUIAR GALASSO,joao.pedro@fanucamerica.com,570.403.588-40,NR-12
-"""
-
-prompt = f"""
-Here is a CSV sample:
-
-{csv_content}
-
-Your task is to:
-- Detect which columns most likely contain "name", "cpf", or "email".
-- Skip any category that is not present in the data.
-- Return ONLY a valid Python list of tuples, like:
-[('name', index), ('cpf', index), ('email', index)]
-- Use the column index that most likely matches each data type,
-based on frequency and data format.
-- Don't include explanations, code, or any additional text.
-"""
-
-r = client.ai.run(
-    model_name='@cf/meta/llama-3-8b-instruct',
-    account_id=CLOUDFLARE_ACCOUNT_ID,
-    messages=[
-        {'role': 'system', 'content': assistant},
-        {'role': 'user', 'content': prompt},
-    ],
-)
-
-print(r)
diff --git a/users-events/template.yaml b/users-events/template.yaml
index 8c92888..a71737a 100644
--- a/users-events/template.yaml
+++ b/users-events/template.yaml
@@ -33,13 +33,15 @@ Resources:
     Properties:
       RetentionInDays: 90
 
-  EventCsvChunksFunction:
+  EventCsvIntoChunksFunction:
     Type: AWS::Serverless::Function
     Properties:
-      Handler: events.batch.csv_chunks.lambda_handler
+      Handler: events.batch.csv_into_chunks.lambda_handler
       LoggingConfig:
         LogGroup: !Ref EventLog
       Policies:
+        - DynamoDBCrudPolicy:
+            TableName: !Ref UserTable
         - S3CrudPolicy:
             BucketName: !Ref BucketName
       Events:
@@ -50,8 +52,35 @@ Resources:
               resources: [!Ref UserTable]
               detail:
                 new_image:
+                  id:
+                    - prefix: BATCH_JOB#ORG#
                   sk:
-                    - prefix: BATCH_JOB#ORG
+                    - prefix: FILE#
+                  status: [PENDING]
+
+  EventChunksIntoUsersFunction:
+    Type: AWS::Serverless::Function
+    Properties:
+      Handler: events.batch.chunks_into_user.lambda_handler
+      LoggingConfig:
+        LogGroup: !Ref EventLog
+      Policies:
+        - DynamoDBCrudPolicy:
+            TableName: !Ref UserTable
+        - S3CrudPolicy:
+            BucketName: !Ref BucketName
+      Events:
+        DynamoDBEvent:
+          Type: EventBridgeRule
+          Properties:
+            Pattern:
+              resources: [!Ref UserTable]
+              detail:
+                new_image:
+                  id:
+                    - prefix: BATCH_JOB#ORG#
+                  sk:
+                    - prefix: CHUNK#START#
 
   EventEmailReceivingFunction:
     Type: AWS::Serverless::Function
diff --git a/users-events/tests/events/batch/test_chunks_into_users.py b/users-events/tests/events/batch/test_chunks_into_users.py
new file mode 100644
index 0000000..04a8d0b
--- /dev/null
+++ b/users-events/tests/events/batch/test_chunks_into_users.py
@@ -0,0 +1,47 @@
+import pprint
+
+from layercake.dynamodb import DynamoDBPersistenceLayer, KeyPair
+
+import events.batch.chunks_into_users as app
+
+
+def test_chunk_csv(
+    dynamodb_persistence_layer: DynamoDBPersistenceLayer,
+    lambda_context,
+):
+    pk = 'BATCH_JOB#ORG#1411844c-10d6-456e-959d-e91775145461'
+    file_sk = 'FILE#2025-11-13T16:04:53.024743'
+    event = {
+        'detail': {
+            'new_image': {
+                'id': pk,
+                'sk': 'CHUNK#START#0#END#4885',
+                'weight': 100,
+                'created_at': '2025-11-20T19:00:41.896001-03:00',
+                'file_sk': file_sk,
+                's3_uri': 's3://saladeaula.digital/samples/users.csv',
+                'columns': {
+                    '1:name',
+                    '2:email',
+                    '3:cpf',
+                },
+                'org': {
+                    'id': '1411844c-10d6-456e-959d-e91775145461',
+                    'name': 'EDUSEG',
+                    'cnpj': '15608435000190',
+                },
+            },
+        },
+    }
+
+    assert app.lambda_handler(event, lambda_context)  # type: ignore
+
+    r = dynamodb_persistence_layer.collection.query(
+        KeyPair(
+            pk=pk,
+            sk=f'REPORTING#{file_sk}',
+        ),
+        limit=100,
+    )
+    pprint.pp(r['items'])
+    assert 26 == len(r['items'])
diff --git a/users-events/tests/events/batch/test_csv_into_chunks.py b/users-events/tests/events/batch/test_csv_into_chunks.py
index 33b73f6..3a03872 100644
--- a/users-events/tests/events/batch/test_csv_into_chunks.py
+++ b/users-events/tests/events/batch/test_csv_into_chunks.py
@@ -1,13 +1,37 @@
+from layercake.dateutils import now
+from layercake.dynamodb import DynamoDBPersistenceLayer, PartitionKey
+
 import events.batch.csv_into_chunks as app
 
 
-def test_chunk_csv(lambda_context):
+def test_chunk_csv(
+    dynamodb_persistence_layer: DynamoDBPersistenceLayer,
+    lambda_context,
+):
+    pk = 'BATCH_JOB#ORG#1411844c-10d6-456e-959d-e91775145461'
+    sk = 'FILE#2025-11-13T16:04:53.024743'
     event = {
         'detail': {
             'new_image': {
+                'id': pk,
+                'sk': sk,
                 's3_uri': 's3://saladeaula.digital/samples/large_users.csv',
+                'columns': {
+                    '1:email',
+                    '2:cpf',
+                    '3:name',
+                },
+                'org': {
+                    'id': '1411844c-10d6-456e-959d-e91775145461',
+                    'name': 'EDUSEG',
+                    'cnpj': '15608435000190',
+                },
+                'created_at': now(),
             },
         },
     }
 
     app.lambda_handler(event, lambda_context)  # type: ignore
+
+    r = dynamodb_persistence_layer.collection.query(PartitionKey(pk), limit=100)
+    assert len(r['items']) == 67
diff --git a/users-events/tests/events/batch/test_excel_to_csv.py b/users-events/tests/events/batch/test_excel_to_csv.py
new file mode 100644
index 0000000..bb63f67
--- /dev/null
+++ b/users-events/tests/events/batch/test_excel_to_csv.py
@@ -0,0 +1,13 @@
+import events.batch.excel_to_csv as app
+
+
+def test_excel_to_csv(lambda_context):
+    event = {
+        'detail': {
+            'new_image': {
+                's3_uri': 's3://saladeaula.digital/samples/large_users.csv',
+            },
+        },
+    }
+
+    assert app.lambda_handler(event, lambda_context)  # type: ignore
diff --git a/users-events/tests/seeds.jsonl b/users-events/tests/seeds.jsonl
index b704442..c8fee8a 100644
--- a/users-events/tests/seeds.jsonl
+++ b/users-events/tests/seeds.jsonl
@@ -1,4 +1,11 @@
 {"id": {"S": "cJtK9SsnJhKPyxESe7g3DG"}, "sk": {"S": "0"}, "name": {"S": "EDUSEG"}}
 {"id": {"S": "cJtK9SsnJhKPyxESe7g3DG"}, "sk": {"S": "admins#5OxmMjL-ujoR5IMGegQz"}, "name": {"S": "Sérgio R Siqueira"}, "email": {"S": "sergio@somosbeta.com.br"}}
 {"id": {"S": "cnpj"}, "sk": {"S": "15608435000190"}, "user_id": {"S": "cJtK9SsnJhKPyxESe7g3DG"}}
-{"id": {"S": "email"}, "sk": {"S": "org+15608435000190@users.noreply.saladeaula.digital"}, "user_id": {"S": "cJtK9SsnJhKPyxESe7g3DG"}}
\ No newline at end of file
+{"id": {"S": "email"}, "sk": {"S": "org+15608435000190@users.noreply.saladeaula.digital"}, "user_id": {"S": "cJtK9SsnJhKPyxESe7g3DG"}}
+
+
+{"id": "BATCH_JOB#ORG#1411844c-10d6-456e-959d-e91775145461", "sk": "FILE#2025-11-13T16:04:53.024743", "progress": 0, "s3_uri": "s3://saladeaula.digital/samples/large_users.csv"}
+{"id": "BATCH_JOB#ORG#1411844c-10d6-456e-959d-e91775145461", "sk": "CHUNK#START#0#END#3847", "weight": 25, "file_sk": "FILE#2025-11-13T16:04:53.024743", "s3_uri": "s3://saladeaula.digital/samples/large_users.csv"}
+{"id": "BATCH_JOB#ORG#1411844c-10d6-456e-959d-e91775145461", "sk": "CHUNK#START#3848#END#7925", "weight": 25, "file_sk": "FILE#2025-11-13T16:04:53.024743", "s3_uri": "s3://saladeaula.digital/samples/large_users.csv"}
+{"id": "BATCH_JOB#ORG#1411844c-10d6-456e-959d-e91775145461", "sk": "CHUNK#START#7926#END#11866", "weight": 25, "file_sk": "FILE#2025-11-13T16:04:53.024743", "s3_uri": "s3://saladeaula.digital/samples/large_users.csv"}
+{"id": "BATCH_JOB#ORG#1411844c-10d6-456e-959d-e91775145461", "sk": "CHUNK#START#11867#END#15913", "weight": 25, "file_sk": "FILE#2025-11-13T16:04:53.024743", "s3_uri": "s3://saladeaula.digital/samples/large_users.csv"}
diff --git a/users-events/tests/test_csv_utils.py b/users-events/tests/test_csv_utils.py
index 2647818..4e50e20 100644
--- a/users-events/tests/test_csv_utils.py
+++ b/users-events/tests/test_csv_utils.py
@@ -9,8 +9,8 @@ def test_detect_delimiter():
 def test_byte_ranges():
     csvpath = 'tests/samples/users.csv'
     ranges = byte_ranges(csvpath, 10)
-    *_, pair = ranges
-    start_byte, end_byte = pair
+    *_, chunk = ranges
+    start_byte, end_byte = chunk
 
     assert ranges == [(0, 808), (809, 1655), (1656, 2303)]
 
diff --git a/users-events/uv.lock b/users-events/uv.lock
index d682098..c7a333b 100644
--- a/users-events/uv.lock
+++ b/users-events/uv.lock
@@ -472,7 +472,7 @@ wheels = [
 
 [[package]]
 name = "layercake"
-version = "0.11.1"
+version = "0.11.2"
 source = { directory = "../layercake" }
 dependencies = [
     { name = "arnparse" },
@@ -489,6 +489,7 @@ dependencies = [
     { name = "pycpfcnpj" },
     { name = "pydantic", extra = ["email"] },
     { name = "pydantic-extra-types" },
+    { name = "python-calamine" },
     { name = "python-multipart" },
     { name = "pytz" },
     { name = "requests" },
@@ -513,6 +514,7 @@ requires-dist = [
     { name = "pycpfcnpj", specifier = ">=1.8" },
     { name = "pydantic", extras = ["email"], specifier = ">=2.10.6" },
     { name = "pydantic-extra-types", specifier = ">=2.10.3" },
+    { name = "python-calamine", specifier = ">=0.5.4" },
     { name = "python-multipart", specifier = ">=0.0.20" },
     { name = "pytz", specifier = ">=2025.1" },
     { name = "requests", specifier = ">=2.32.3" },
@@ -830,6 +832,67 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/28/d0/def53b4a790cfb21483016430ed828f64830dd981ebe1089971cd10cab25/pytest_cov-6.1.1-py3-none-any.whl", hash = "sha256:bddf29ed2d0ab6f4df17b4c55b0a657287db8684af9c42ea546b21b1041b3dde", size = 23841, upload-time = "2025-04-05T14:07:49.641Z" },
 ]
 
+[[package]]
+name = "python-calamine"
+version = "0.5.4"
+source = { registry = "https://pypi.org/simple" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/60/82/0a6581f05916e2c09a418b5624661cb51dc0b8bd10dd0e8613b90bf785ad/python_calamine-0.5.4-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:46b258594314f89b9b92c6919865eabf501391d000794e70dc7a6b24e7bda9c6", size = 849926, upload-time = "2025-10-21T07:11:37.835Z" },
+    { url = "https://files.pythonhosted.org/packages/25/ca/1d4698b2de6e5d9efc712bd4c018125021eaf9a0f20559a35654b17f1e7f/python_calamine-0.5.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:feea9a85683e66b4e87b381812086210e90521914d6960c45f30bedb9e186ffe", size = 825321, upload-time = "2025-10-21T07:11:39.299Z" },
+    { url = "https://files.pythonhosted.org/packages/13/dd/09bd18c8ad6327bc03de2e3ce7c2150d0e605f8aa538615a6fc8b25b2f52/python_calamine-0.5.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dd64ab500d7c1eb415776d722c4cda7d60fd373642f159946b5f03ae55dd246a", size = 897213, upload-time = "2025-10-21T07:11:40.801Z" },
+    { url = "https://files.pythonhosted.org/packages/67/80/6cd2f358b96451dbfe40ff88e50ed875264e366cea01d1ec51aa46afc55a/python_calamine-0.5.4-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c15a09a24e8c2de4adc0f039c05dc37b85e8a3fd0befa8b8fcb8a61f13837965", size = 887237, upload-time = "2025-10-21T07:11:42.149Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/1f/5abdf618c402c586c7d8e02664b2a4d85619e3b67c75f63c535fd819eb42/python_calamine-0.5.4-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3d956ab6a36afe3fabe0f3aeac86b4e6c16f8c1bc0e3fa0b57d0eb3e66e40c91", size = 1044372, upload-time = "2025-10-21T07:11:43.566Z" },
+    { url = "https://files.pythonhosted.org/packages/82/10/164fed6f46c469f6e3a5c17f2864c8b028109f6d5da928f6aa34e0fbd396/python_calamine-0.5.4-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:94840783be59659e367ae4f1c59fffcc54ad7f7f6935cbfbaa6879e6633c5a52", size = 942187, upload-time = "2025-10-21T07:11:45.347Z" },
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