AI workflow automation
Turn repetitive reviews, routing and data-entry work into reliable human-in-the-loop workflows.
Discuss thisApplied AI systems · Built end to end
AI that leaves
the lab and gets to work.
We turn high-friction workflows into dependable AI products—from strategy and model selection to interfaces, integrations, deployment and continuous evaluation.
Now booking new buildsEurope · USA · Australia
FULL-STACK DELIVERY×LLM + VISION×EVALUATIONS×SECURE INTEGRATIONS×HUMAN-IN-THE-LOOP
CAPABILITIES
We own the entire AI delivery path.
From the first workflow map to a monitored production release, we bring the product, engineering and AI layers together as one accountable delivery partner.
Document intelligence
Extract, classify and validate claims, invoices, contracts and other high-volume documents.
Discuss thisPrivate AI & RAG
Build secure assistants grounded in internal knowledge, with citations, access controls and audit trails.
Discuss thisAI product engineering
Add copilots, agents, search, recommendations and multimodal features to new or existing products.
Discuss thisModel integration
Use frontier or open models with evaluations, routing, fallbacks and cost controls.
Discuss thisLocal deployment
Run models in your environment when privacy, latency, data residency or predictable cost matters.
Discuss thisSELECTED SYSTEM / INSURANCE
Claims validation with AI, rules and human review.
A workflow for turning unstructured claim documents into structured evidence, checking policy rules, flagging inconsistencies and routing uncertain cases to an expert.
- 01Ingest documents, images and claim metadata
- 02Extract evidence with source-level traceability
- 03Apply deterministic rules plus model reasoning
- 04Escalate low-confidence decisions for review
Designed as decision support—not an opaque auto-denial engine.
WHERE I CAN HELP
Workflows where accuracy, speed and trust matter.
01Insurance02Fintech03Healthcare04Legal05Logistics06E-commerce07SaaS08Operations
A LOW-RISK WAY TO START
Prove value before scaling the build.
We start with a contained pilot and a measurable target while keeping model providers, deployment choices and future handover flexible.
012–3 days
Discovery
Map the workflow, data, risks and success metric. Leave with a practical scope.
021–3 weeks
Working pilot
Build the smallest real version against representative data and measure its quality.
032–6 weeks
Production
Integrate, secure, monitor and document the system for dependable daily use.
✓ Clear scope before code✓ Weekly working demos✓ Security by design✓ Clean handover
START A CONVERSATION
Bring the workflow.
We’ll shape the way forward.
Tell us what takes too long, costs too much or creates risk. We’ll reply with a practical first step—not a generic sales deck.