Six ways we show up. Always at full intensity.
Every engagement is scoped, priced, and staffed by senior engineers who have shipped the work before. Pick the one that fits — or talk to us about the shape of the thing you actually need.
Product Engineering
Ship the thing. Then ship the next thing.
Embedded engineering pods that work like your team but arrive with two decades of shipped product behind them. We pair with your people, write the code, and leave the codebase better than we found it.
- → Greenfield product MVPs
- → Feature development at production scale
- → Engineering team augmentation
- → Technical due diligence
Deploys per day — last 12 months
Platform & Infrastructure
Boring infrastructure. Non-boring outcomes.
Rebuild the load-bearing parts of your stack without turning the business off. Migrations, consolidations, cost reductions, and the kind of reliability work that stops paging people at 3 a.m.
- → Monolith-to-services migrations
- → Database and search re-architecture
- → Kubernetes and cloud cost reduction
- → Observability and on-call systems
Service topology — steady-state traffic
AI & Applied ML
From the demo to the daily habit.
Two kinds of AI work, one senior team. We ship production ML — LLM integrations, RAG, agents, cost-bounded inference with real evals — and we help your whole organization actually use AI every day. Custom playbooks by role, tool rollouts, workflow redesign, and productivity gains you can measure.
- → LLM product integrations and RAG systems
- → Custom model training, distillation, and eval harnesses
- → Company-wide AI tooling rollouts (Claude, ChatGPT, Copilot)
- → Role-specific prompt libraries and playbooks
- → Team training and AI workflow redesign
- → Safety, guardrails, and usage monitoring
Regression suite — 1,847 cases, run nightly
Technical Strategy
The call you make once, carefully.
Short, senior engagements where the decision matters more than the code. Build-vs-buy, technology bets, acquisition diligence, and the architecture reviews that change a roadmap.
- → Architecture reviews
- → Build-vs-buy analyses
- → M&A technical due diligence
- → Executive technical advisory
One call, carefully weighed.
Identity & IT Operations
One login. Every app. Zero chaos.
A modern business runs on fifteen SaaS platforms. Without central identity, every new hire takes hours to provision, every departure is a security risk, and every password reset becomes a support ticket. We set up SSO, manage users across your stack, and run it as an ongoing retainer.
- → SSO and directory setup (JumpCloud, Google, Okta, Entra)
- → MFA, conditional access, and audit logs
- → User onboarding and offboarding automation
- → Device management (MDM) and endpoint policy
- → Password manager rollout and shared vaults
- → Ongoing IT helpdesk with response SLAs
One login — nine apps.
Predictive Analytics
Know before they do.
Custom models that predict what your customers, fans, or operations will do next — and when. We’ve shipped predictive engines for NFL and MLB franchises, DTC brands, and direct-sales teams. Marketing attribution, churn propensity, fan engagement, demand forecasting — anywhere a better signal changes the decision.
- → Customer churn and LTV models
- → Marketing attribution and propensity scoring
- → Sports and fan-engagement analytics
- → Demand forecasting and inventory optimization
- → Feature stores and model monitoring
- → Executive dashboards tied to model outputs
Weekly active subscribers — 26-week projection
Four phases. No surprises.
Discovery
One week. We embed with your team, read the code, and return with a scope you can defend to your board.
Design
Architecture, interfaces, and the uncomfortable tradeoffs named out loud. Written down before any code is shipped.
Build
A small senior pod ships in weekly slices. You see working software every Friday, not a slide deck every month.
Transfer
Your team owns the code on day one. We pair, document, and leave. No retainer lock-in, no dependency we created.
Have a project that fits one of these?
Send us the rough shape of it. We'll tell you which of the six it is — or whether it's something else entirely.