AI and automation
AI and automation
Document extraction, AI assistants and workflow automation — built into the systems you already use, with people kept in the loop.
What we build
Document extraction
Pull structured data from invoices, rate confirmations, bills of lading, PODs and forms, validate it, and route exceptions to a person instead of guessing.
AI assistants on your data
Assistants that answer questions from your documents, policies and records with the sources shown, for customers or for internal teams.
Workflow automation
Automations that move data between email, spreadsheets, CRMs, accounting and operations systems, triggered by events rather than by someone remembering.
AI features in your product
Summaries, classification, search and drafting built into an existing web or mobile app, using models from providers such as OpenAI and Anthropic.
Automation that stays trustworthy
Every automation starts from the manual process it replaces and a measure of accuracy on real examples. Where an error would be costly, a person reviews before anything is sent, and everything the automation does is logged so it can be audited.
Questions
Straight answers.
What can AI realistically automate in our business?
The strongest candidates are high-volume, repetitive tasks with clear inputs: extracting data from documents, routing and classifying requests, drafting routine replies, and moving data between systems. Accuracy is tested on your real examples before a build is recommended.
How do you stop AI from making costly mistakes?
By measuring accuracy on real data before launch, validating extracted values against your systems, sending low-confidence cases to a person, and logging every action for review.
Does this work with the systems we already use?
Usually, yes. Automations connect through APIs, email and export formats, so they work with existing CRMs, accounting and operations systems rather than replacing them.
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Have something to build?
A 30-minute call with the engineer who would lead it. We scope it, estimate it, and send a written plan afterwards.