Senior engineers for healthcare, fintech, and production AI.

Technical diligenceProduction buildsFractional platform
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[ 01 / Enterprise AI ]Senior engineers only. No juniors on your codebase.

Production AI for teams that cannot afford to get it wrong.

We build LLM-powered applications and enterprise software for healthcare, fintech, and high-stakes domains. Every deployment is production-grade: eval pipelines, compliance controls, and code your engineers can own.

$412M+
Raised by client founders
38
Products shipped
6 yrs
In production AI
02 / Capabilities
01

LLM Integration & Agents

Claude, GPT-4, Gemini, and open-source models wired into production systems—not demos. Agent orchestration, retrieval pipelines, and human-in-the-loop review UIs.

02

Enterprise Application Engineering

Full-stack application development for regulated industries. HIPAA-scoped, SOC-2-aware, built with audit trails regulators can actually read.

03

Data Pipeline & Infrastructure

Streaming ingestion, vector stores, and eval pipelines that keep models honest as data shifts. Sub-100ms P99 on the paths that matter.

04

AI Workflow Automation

Document extraction, classification, and multi-step reasoning pipelines that replace brittle rules engines—and come with the evals to prove it.

03 / Industries

Where we operate

We go deep in regulated domains where the cost of a wrong output is measured in lives, dollars, or liability. If your domain carries real consequence, we are calibrated for it.

HealthcareHIPAA · Epic · HL7 FHIR
FintechSOC-2 · PCI · real-time fraud
InsurtechUnderwriting · document extraction
LegalContract analysis · discovery
B2B SaaSCopilots · intelligent search
EnterpriseInternal tools · process automation
04 / How we work

Four phases. No discovery decks.

01
Technical diligence

A paid two-week audit of your architecture, data, and team. We write a report you could show a board. If we think you should not hire us, we say so in writing.

2 weeks · $18k
02
Architecture & plan

Stack, model choices, eval strategy, deployment topology, and team shape on both sides. Not a slide deck — a document an engineer can execute from.

1 week · fixed fee
03
Build

Two to four senior engineers embedded with your team. Weekly demos to paying users or a design partner. Code in your repo, owned by you, from week one.

12–26 weeks
04
Handoff or stay

We help hire your first two engineers, or we stay on as a fractional platform team. Written runbooks, on-call docs, and a six-month warranty on what we shipped.

Ongoing
05 / Start a conversation

Tell us what you're actually trying to ship.

Engagements start with a two-week technical diligence at $18k. We reply within 24 hours.
IDX 02 / Enterprise AIREV 2026.04.20LOC Austin, TX · 30.26°N, 97.74°W
Diligence from $18k ↗