AI products
that run in
production.
Build AI products that run in production, not just in demos.
From intelligent document processing to full agentic platforms, we design and build AI products that are embedded in real industry workflows. End-to-end ownership from first architecture decision to live production deployment.
Three ways we deliver AI products.
Intelligent Document Processing
Process thousands of documents in parallel with 95%+ accuracy.
Our IDP platform classifies, extracts, validates, and routes documents end-to-end. From healthcare claims and EOBs to insurance forms and real estate contracts, IDP deploys in 2 weeks with zero training required and delivers structured, queryable output to any downstream system.
RCM Operations Platform
AI-led automation across the full revenue cycle.
An AI-native operating platform for RCM organisations. Automates eligibility, prior auth, claims, submission, posting, reconciliation, and denial workflows. Up to 90% automation on posting, 80% on claims, and 85% effort reduction on denials, with human-in-the-loop oversight for exceptions.
Custom AI Product Development
From concept to production AI product, end to end.
For organisations whose AI use case does not fit an off-the-shelf product. We design, build, and ship custom agentic systems, RAG pipelines, and AI-embedded products. Fixed scope, clear deliverables, production-grade from the first commit.
Where we deliver.
Healthcare & RCM
Claims processing, prior auth, EOB extraction, eligibility, denial management.
Insurance
Policy document processing, claims intake, underwriting document automation.
Real Estate
Lease abstraction, title document processing, property data extraction.
Financial Services
KYC document automation, contract extraction, compliance document workflows.
Results we have delivered.
Processing 10,000 documents per month with 5 FTEs at $200K/year in labour cost. 7% error rate generating $42K/year in rework. Batch processing taking 10 days per cycle.
Deployed IDP in 14 days. Automated classification, extraction, validation, and structured output to their billing system. Exception queue reduced human review to genuinely ambiguous cases only.
Scale required proportional headcount growth. Management overhead consuming leadership bandwidth. Prior auth and eligibility delays creating downstream billing bottlenecks.
Deployed RCM Operations Platform in phased rollout over 6 months. Phase 1 covered posting and reconciliation. Phase 2 added claims and billing. Phase 3 addressed denial management.
Ready to get started?
Tell us about your document workflows or AI product challenge. We will respond within one business day.