Developer Integration Process
for Custom Document Workflows
This process page outlines how teams move from sample documents to production API-first workflows, with schema alignment and iterative rollout support.
How Customization Works
Step 1: Share Sample Documents and Workflow Context
Provide representative documents, target output structure, and the workflow where data will be used.
Step 2: Align Schema and Processing Logic
Align field naming, nested output shape, and exception routing patterns with your internal workflow.
Step 3: Pilot and Production Rollout
Run a pilot on representative data, then move into production rollout with iterative updates as document sets evolve.
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Frequently Asked Questions
Teams can start with sample documents, target schema details, and a short overview of downstream systems.
Yes. The integration approach is built for iterative updates as layout variants and document mixes change over time.
No. TurboLens is designed to fit existing architecture and pass structured outputs into current platforms.
Yes. Many teams start with a focused use case and extend to adjacent document types after the first rollout phase.
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