Applied AI that carries regulated, high-stakes workload.
Not experiments. Production systems for insurance, healthcare, and financial services — where compliance matters and speed wins deals.
Production-grade AI systems built with the FDE framework. Each capability scoped to solve real problems, not demonstrate what's possible.
Multi-Agent Systems
Orchestrated agents that plan, retrieve, call tools, and hand off to one another to complete real work. Multimodal by design, reliable under production load.
Pays off in: insurance claims triage, underwriting workflows Learn moreVoice & Chat Agents
AI agents that answer calls, qualify leads, book meetings, and take action on intent, 24/7, across languages. They understand, they don't just reply.
Pays off in: patient intake, prior-auth status, policyholder service Learn moreMCP Engineering
Native MCP servers and API-to-MCP conversion so your agents safely operate the systems you already run, with the right scopes and guardrails.
Pays off in: connecting agents to policy admin, EHR/RCM, core banking Learn moreRAG & Knowledge Grounding
Output grounded in your live, authoritative data so answers are current, cited, and trustworthy. Built for messy enterprise document stores, not clean demo datasets.
Pays off in: policy docs, medical necessity, regulatory grounding Learn moreModel Engineering
Selection, distillation, and quantisation across frontier and open-weight families to hit your latency, cost, and deployment constraints, including on-prem and air-gapped.
Pays off in: on-prem/air-gapped deployment for regulated data Learn moreIntelligent Automation
Agentic automation for workflows that still run on copy-paste and manual review: document processing, intake, reconciliation, triage.
Pays off in: claims reconciliation, revenue cycle, back-office ops Learn moreLLM Integration
Add AI capability to software you already ship (support, content, search, in-product assistants) through clean, observable integration.
Pays off in: in-product AI for SaaS, support automation Learn moreDigital Transformation with AI
The full re-architecture: workflows redesigned end to end so AI becomes infrastructure across the organisation, not a single feature.
Pays off in: enterprise-wide AI infrastructure across verticals Learn morePick a capability. We'll show you it working in your vertical.
Multi-agent, voice, MCP, RAG — tell us the workflow and we'll map the build. Senior engineer on the call, not a sales rep.
Map Your Build