Custom AI Applications,
Engineered for Real Work.
When standard SaaS tools fall short, we build custom, domain-specific AI software, internal co-pilot interfaces, and high-throughput intelligence backends tailored to your exact operational requirements.
Full-Stack Custom AI Engineering
From user interfaces designed for domain specialists to hardened backend retrieval architectures.
Domain Intelligence Consoles
Custom web applications for domain experts (underwriters, legal teams, analysts) to query, compare, and audit dense multi-document corpora.
- Side-by-side policy & contract clause comparison
- Exact paragraph citation inspection & evidence audit
- Structured table & regulatory disclosure extraction
- Interactive refusal alerts for missing data
Internal Workflow Co-Pilots
Secure internal tools that automate complex multi-step reasoning, support ticket routing, data extraction, and document synthesis.
- Deterministic LangGraph execution state machines
- Human-in-the-loop validation dashboards
- Pydantic schema validation for clean database commits
- Automated summary & memo generation
Scalable AI Microservices & APIs
High-performance Python/FastAPI microservices designed to power your existing frontend applications with low-latency LLM and search endpoints.
- FastAPI, Redis caching, and async worker pipelines
- Multi-model routing & fallback resilience
- OpenTelemetry tracing & token consumption analytics
- Containerized Docker & Kubernetes deployment
Production Evaluation & Hardening
Rigorous benchmark suites that continuously evaluate model faithfulness, retrieval accuracy, and guardrail enforcement before and after release.
- Custom benchmark sets & RAGAS evaluation harnesses
- Automated regression testing on document updates
- Cost and latency optimization benchmarks
- Private cloud / VPC security compliance
Build Domain-Specific AI Software With Us
Let's evaluate your custom workflow requirements and map out the frontend consoles, backend microservices, and evaluation benchmarks needed.
Book an Architecture Review