Triage Assist
An AI intake flow that reads incoming documents, extracts key fields, and routes each case to the right reviewer for confirmation.
- Python
- LLM APIs
- Queue workers
AI development and automation
Practical AI features and workflow automation — document intake, classification, search, and assistants — wired into the systems you already use.
Problems we solve
Invoices, forms, and contracts arrive as PDFs and emails. Extraction pulls out the fields so people check rather than type.
Everything looks equally urgent. Classification and routing put each request in front of the right person sooner.
Answers live in documents nobody can search well. Retrieval-based search and assistants help teams find what they already know.
Use cases
Typical deliverables. The exact list is agreed in your proposal after discovery.
How we work together
You'll see progress early and be part of each key decision.
Start with one workflow and a measurable pilot
Test on representative, anonymized samples you provide
Agree where a person must confirm results
Expand once the pilot's accuracy is acceptable to you
Every project also includes ui/ux design, integrations, maintenance, and modernization where needed.
FAQ
That's not how we design it. We automate repetitive steps and keep people reviewing decisions that matter, especially where confidence is low.
We agree which providers and regions are used, what is stored, and for how long, before any real data is processed. Options depend on your requirements and the providers chosen.
It depends on your documents and task. That's why we measure accuracy on your own samples during a pilot rather than promising a number up front.
Tell us what you’re building. We’ll review your goals and reply with questions and next steps — a quote request is an assessment, not a commitment.