AI document processing

Documents into data.

State-of-the-art intelligent document processing.

Extract structured data from complex documents, prove every field, and ship the workflow into production systems.

State-of-the-art Intelligent document processing

Upload

01 PDFs, scans, spreadsheets, Office files, forms, cases, and batches.

Read

02 OCR reads tables, forms, handwriting, and long document layouts.

Extract

03 Typed JSON with source locations, lookup files, knowledge-base search, and formulas.

Automate

04 SDKs, visual flows, edge runtimes, webhooks, CSV, and Excel exports.

Quality signal

Highest-quality intelligent document processing for production workflows.

Source evidence

Every extracted field can be tied back to page images, boxes, traces, and job artifacts.

Long document depth

OCR, markdown splitting, map-reduce, and document outlines keep complex packets readable.

Lookup and evaluation

Ground extraction with lookup files, search knowledge bases, and evaluate documents against evidence.

Control plane

One platform from first extraction to live workflow.

DocuDevs combines a developer API with an operations UI, so teams can prototype, inspect, automate, and govern document processing without rebuilding the same plumbing.

Document Workbench

Prototype prompts, schemas, OCR settings, source locations, lookup files, knowledge bases, tracing, and map-reduce in one workspace.

Integration Builder

Build document workflows in a fully integrated DocuDevs canvas. Scheduling, runtime handoff, YAML, and connector plumbing are handled for you.

Edge runtimes

Run embedded integrations near private files while the cloud control plane manages configs, status, and orchestration.

Batch operations

Process folders of documents, track progress, and download normalized JSON, CSV, or Excel outputs.

Agent assisted setup

Describe the outcome you need and let the agent draft extraction instructions, schema fields, lookup plans, and processing plans.

Provider control

Use DocuDevs managed OCR and LLMs, or connect your own Azure Document Intelligence, OpenAI, and Azure OpenAI providers.

Integration builder

Build document workflows in an integrated canvas.

DocuDevs gives teams a visual builder for intake, extraction, transforms, destinations, and runtime scope. It benefits from the Kestra ecosystem underneath, but users stay in DocuDevs: no separate workflow platform to learn, deploy, or operate.

  • Fully integrated visual canvas, YAML generated only when needed
  • Connector reach from the Kestra ecosystem without separate orchestration ops
  • Cloud or edge runtime execution handled inside DocuDevs
DocuDevs integration builder canvas showing Azure Blob Downloads, DocuDevs Batch Extract, and DuckDB Query nodes
Builder integrated
Connectors Kestra-backed
Ops managed

Visual mode, YAML, run instructions, scopes, and save config live in one builder.

Developer tools

Use the SDK when code is right. Use the builder when workflow is right.

The same extraction engine powers API requests, UI jobs, saved configurations, batch runs, and edge flows.

Typed extraction

from docudevs import DocuDevsClient
from pydantic import BaseModel

client = DocuDevsClient(token="your-api-key")

class Shipment(BaseModel):
    container_id: str
    port_of_loading: str
    gross_weight_kg: float

result = client.extract(
    "bill-of-lading.pdf",
    schema=Shipment,
    source_locations=True
)

Validated object

Shipment(
  container_id="MSCU4829910",
  port_of_loading="Helsinki",
  gross_weight_kg=21740.0
)

Document pipeline

A clean path through messy inputs.

Every document run is observable: queued, processed, traced, stored, and ready for the next system, including lookup and knowledge-base evidence.

01

Describe the data

Start from a prompt, JSON schema, saved configuration, lookup file, knowledge base, template, or agent drafted plan.

02

Read the document

OCR converts layout, tables, figures, spreadsheets, and long reports into model-ready context.

03

Extract and verify

Structured output is validated, enriched with source evidence, grounded by lookup and knowledge-base results, and tracked as an async job.

04

Ship the result

Return JSON to your API, export CSV or Excel, fill templates, or push through an integration flow.

Use cases

Built for the documents that slow teams down.

Start with a single extraction and grow into cases, templates, quality checks, batch exports, lookup files, knowledge-base evaluation, and integration flows.

Purchase orders and invoices
Contracts and legal reviews
Claims and case files
Shipping and customs documents
Financial reports and tables
Compliance packets and audit evidence

Start fast

Pick the entry point that matches your team.

Ready

Turn the next document workflow into a production system.

Start with the full platform, a token pack, and the same API capabilities you can keep in production.