Our forward-deployed engineers embed in your team and put a working AI system live against your real data — claims, prior-auth, underwriting, back-office — before the quarter ends.
The hard part was never the demo. It's getting past security review, grounding AI in messy real data, and wiring it into legacy systems. That's where pilots stall, and where our embedded engineers take over.
Talk to an EngineerSenior AI/ML engineers who work inside your team — your stack, your data, your constraints — until it's live in production.
Not experiments. Systems that carry real workload, on your infrastructure, in front of real users.
Where it pays off: insurance claims triage, healthcare prior-auth, fintech reconciliation, and anywhere regulated AI needs to pass review.
Orchestrated agents that plan, retrieve, call tools, and hand off to one another under production load.
AI agents that answer calls, qualify leads, and take action on intent, 24/7, across languages.
Native MCP servers and API-to-MCP conversion so your agents safely operate systems you already run.
Output grounded in your live, authoritative data: cited, current, and trustworthy.
Selection, distillation, and quantisation across frontier and open-weight families for your constraints.
Agentic automation for workflows that still run on copy-paste and manual review.
Claims processing, underwriting automation, submission intake, from hours to minutes.
Prior-authorization, denials management, revenue cycle, built toward HIPAA alignment.
Back-office automation, reconciliation, compliance ops, built toward SOC 2.
We're the FDE capacity that gets your agents live inside your customers' environments.
One stuck workflow, one measurable outcome. We prove the model before expanding.
Senior pod, fixed deliverable, your cloud. Working software over status decks.
Code, infrastructure, documentation. A good engagement leaves you needing us less, not more.
30 minutes. A senior engineer maps your fastest path from pilot to production: specific to your vertical, your data, your constraints. No pitch deck.
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