01
Discover
Three weeks of interviews, telemetry review, and capability mapping. We leave with a build plan and a value model your CFO believes.
Services
Engineering AI products that ship and stay shipped.
We're the senior team brands hire when an AI feature needs to land in production, not in a deck. Two-week sprints, opinionated infrastructure, zero lock-in — everything we build is yours from commit one.
- Senior engineers only — no offshore handoffs.
- Fixed-price sprints, weekly demo-green commits.
- We work behind your VPC and your ticket system.
- Quarterly upgrade cadence after go-live.
What we do
Six offerings. One operating model.
Strategy
AI Strategy Sprint
Two-week intensives that turn a foggy AI bet into a build plan: opportunity map, capability gaps, build/buy calls, and a sequenced roadmap your eng team can execute on Monday.
- Opportunity map
- Build / buy calls
- 8-10 week roadmap
Engineering
Custom Model Engineering
Fine-tune, distill, and align a model that owns your domain. Eval harness, trust boundaries, and a deployment story that ships behind your VPC.
- LoRA / QLoRA
- Custom eval harness
- VPC + on-prem
Platform
Data Platform Build
Lakehouses, vector stores, embeddings pipelines, and the governance to keep auditors happy. Built on your stack, not ours.
Architecture
Agent Architecture
Tool-use, planners, retrieval, guardrails. Agents with the boring parts done right — observability, retries, and a kill switch that actually works.
Integration
Integration & Rollout
From your Salesforce to your support stack to your internal tools. Production hardening, change management, and a 90-day adoption plan.
Operate
Production Support
On-call coverage, prompt drift watch, model upgrades, eval regressions. The SRE practice for the AI half of your stack.
8 wks
Median time to production from kickoff.
100%
Code, weights, and IP delivered to your repo. No lock-in.
4 yrs
Average team tenure on customer infrastructure.
Methodology
Four phases. Zero waterfall.
02
Architect
Diagrams, data contracts, eval harnesses. Trust boundaries drawn before the first line of code.
03
Build
Two-week sprints, demo-green commits, and a staging URL your stakeholders can hit on day 14.
04
Operate
We own pager rotation through go-live + 90 days. Your team takes over with our runbooks, dashboards, and a quarterly upgrade cadence.
Customers
Teams who ship with us.
Northwind
Fintech
Atlas
Retail
Oakleaf
Healthcare
rws
SaaS
Vexel
Logistics
Lumic
Energy
Foundry
Public Sector
Quanta
Manufacturing
Solora
AdTech
Threadwell
Apparel
Tell us what you're shipping.
Reply within one business day. If we're not the right fit, we'll point you at someone who is.