Document Generation
Guides, tutorials, and real-world workflows for composable document and image processing.
AI Document Workflows Should Sell Speed, Not Just Efficiency
Document automation is easier to sell when it shortens client delivery, approval cycles, and revenue paths instead of only promising labor savings.
Build a Client Deliverable Agent with Claude Cowork and Iteration Layer
Design a Claude Cowork workflow that turns messy client materials into reviewable agency deliverables without hiding uncertainty.
Turn Research PDFs into Decision Briefs with an AI Agent
Build an agent workflow that converts research PDFs into structured evidence, reviewable claims, and decision-ready briefs.
From Supplier Email to Approval Report: An Agent Workflow for Operations Teams
Design an operations agent that turns supplier emails into reviewable approval reports without letting uncertain fields reach payment workflows.
Audit Trails for AI Document Workflows: What To Store
An AI document workflow needs more than logs. Store source records, schema versions, extracted values, approvals, generated outputs, and delivery events.
How We Generate Our Invoices with Our Own Document Generation Api
Why Stripe could not produce the invoices we needed for IGIC, and how we generate customer-facing PDFs from structured document data.
Automating Content Operations for Professional Services Teams
How professional services teams can automate content operations across documents, forms, emails, spreadsheets, review steps, and generated outputs.
EU-Hosted AI Workflows Are a Data Flow Problem, Not a Region Checkbox
AI workflow compliance depends on every handoff: intake, processing, review, generation, delivery, logs, and vendor boundaries.
The Hidden Failure Modes of PDF Processing
PDF processing breaks in ways demos hide: scans, malformed files, layout traps, partial failures, and downstream assumptions.
MCP vs REST APIs: When Agents Should Call Tools and When Your Code Should
A practical guide to choosing MCP or REST APIs for AI workflows, production pipelines, prototyping, authentication, and operational control.
Document Automation in n8n: Build the Workflow, Not Just the OCR Step
A practical architecture guide for n8n document automation workflows: intake, extraction, confidence routing, generated outputs, and fewer vendors.
How Agencies Can Productize Document Processing Across Clients
Turn custom document automation projects into a repeatable agency product: intake, schemas, review, outputs, pricing, and operations.