Senior engineers paired with AI to deliver complex software 2–3× faster — without cutting corners on architecture, testing, or ownership. Project, embedded squad, or retainer: the engagement shape fits the work.
Our last twelve squad engagements, normalized by story points
AI-accelerated engineering
Custom software,
AI-accelerated.
Senior engineers paired with AI to deliver complex software 2–3× faster — without cutting corners on architecture, testing, or ownership. Project, embedded squad, or retainer: the engagement shape fits the work.
Our last twelve squad engagements, normalized by story points
HOW TO ENGAGEThe shape fits the work
Project — 3–6 monthsFixed-scope build of a discrete product, integration, or modernization track. AI-paired delivery with weekly demos and a defined launch date.
Bounded scope, clear deliverables
Weekly demos
A launch date on the contract
Embedded Squad — 6–18 monthsA senior squad plugged into your team, your tools, your standups. We bring AI-augmented velocity; you keep ownership of priorities.
Sustained delivery on your roadmap
Your rituals and tooling
You own the priorities
Retainer — open-endedA small dedicated pod for ongoing evolution: feature drops, modernization tickets, performance work, and a known SLA. Trade ad-hoc consultancy for a predictable line item.
Maintenance and evolution
On-call with a known SLA
A predictable line item
Project — 3–6 monthsFixed-scope build of a discrete product, integration, or modernization track. AI-paired delivery with weekly demos and a defined launch date.
Bounded scope, clear deliverables
Weekly demos
A launch date on the contract
Embedded Squad — 6–18 monthsA senior squad plugged into your team, your tools, your standups. We bring AI-augmented velocity; you keep ownership of priorities.
Sustained delivery on your roadmap
Your rituals and tooling
You own the priorities
Retainer — open-endedA small dedicated pod for ongoing evolution: feature drops, modernization tickets, performance work, and a known SLA. Trade ad-hoc consultancy for a predictable line item.
Maintenance and evolution
On-call with a known SLA
A predictable line item
Project — 3–6 monthsFixed-scope build of a discrete product, integration, or modernization track. AI-paired delivery with weekly demos and a defined launch date.
Bounded scope, clear deliverables
Weekly demos
A launch date on the contract
Embedded Squad — 6–18 monthsA senior squad plugged into your team, your tools, your standups. We bring AI-augmented velocity; you keep ownership of priorities.
Sustained delivery on your roadmap
Your rituals and tooling
You own the priorities
Retainer — open-endedA small dedicated pod for ongoing evolution: feature drops, modernization tickets, performance work, and a known SLA. Trade ad-hoc consultancy for a predictable line item.
Maintenance and evolution
On-call with a known SLA
A predictable line item
WHAT WE BUILDSix areas, one bar
AI Integration & AgentsEmbed LLMs, RAG pipelines, and autonomous agents into your existing products. From spec to safety-tested rollout — including evals, guardrails, and observability.
Cloud-Native ModernizationLift legacy .NET, Java, or PHP monoliths into modern cloud-native architectures. Strangler-fig migrations that ship continuously, no big-bang rewrites.
Data Platforms & ML OpsEnd-to-end data infra: ingestion, vector + relational stores, transformation pipelines, and model deployment with full observability.
Custom SaaS EngineeringMulti-tenant B2B products built right from week one — auth, billing, RBAC, audit, white-labeling — using patterns we've shipped 50+ times.
API & System IntegrationMake systems talk: REST + GraphQL APIs, event-driven backbones, ETL between SaaS, ERP, and homegrown systems. Built to evolve, not to break.
Platform EngineeringInternal developer platforms: CI/CD, IaC, golden paths, observability, and dev portals — so your product engineers ship in days, not weeks.
AI Integration & AgentsEmbed LLMs, RAG pipelines, and autonomous agents into your existing products. From spec to safety-tested rollout — including evals, guardrails, and observability.
Cloud-Native ModernizationLift legacy .NET, Java, or PHP monoliths into modern cloud-native architectures. Strangler-fig migrations that ship continuously, no big-bang rewrites.
Data Platforms & ML OpsEnd-to-end data infra: ingestion, vector + relational stores, transformation pipelines, and model deployment with full observability.
Custom SaaS EngineeringMulti-tenant B2B products built right from week one — auth, billing, RBAC, audit, white-labeling — using patterns we've shipped 50+ times.
API & System IntegrationMake systems talk: REST + GraphQL APIs, event-driven backbones, ETL between SaaS, ERP, and homegrown systems. Built to evolve, not to break.
Platform EngineeringInternal developer platforms: CI/CD, IaC, golden paths, observability, and dev portals — so your product engineers ship in days, not weeks.
AI Integration & AgentsEmbed LLMs, RAG pipelines, and autonomous agents into your existing products. From spec to safety-tested rollout — including evals, guardrails, and observability.
Cloud-Native ModernizationLift legacy .NET, Java, or PHP monoliths into modern cloud-native architectures. Strangler-fig migrations that ship continuously, no big-bang rewrites.
Data Platforms & ML OpsEnd-to-end data infra: ingestion, vector + relational stores, transformation pipelines, and model deployment with full observability.
Custom SaaS EngineeringMulti-tenant B2B products built right from week one — auth, billing, RBAC, audit, white-labeling — using patterns we've shipped 50+ times.
API & System IntegrationMake systems talk: REST + GraphQL APIs, event-driven backbones, ETL between SaaS, ERP, and homegrown systems. Built to evolve, not to break.
Platform EngineeringInternal developer platforms: CI/CD, IaC, golden paths, observability, and dev portals — so your product engineers ship in days, not weeks.
HOW AI CHANGES DELIVERYAI-paired engineering, not AI-replacedEvery senior engineer on our squads pairs with an AI co-pilot codified with our 17-year pattern library. The output is reviewed, tested and owned by humans — but produced 2–3× faster than traditional pair programming.
Codified patterns, not promptsOur internal skills library encodes architecture, testing and review patterns we've refined for 17 years — applied automatically by the AI co-pilot.
Humans review every lineAI proposes, engineer disposes. Code review is a hard gate, with our own static analysis and security scans on top.
Your data stays yoursEnterprise endpoints with zero retention, or fully air-gapped on your tenancy when compliance demands it.
Same hourly rate, more outputWe don't charge a premium for AI velocity — the win goes back to you as compressed timelines or expanded scope.
Delivery loopThe pair-with-AI cycle
~12 minutes / iteration
ENGINEERDefines intent
01
02
AI CO-PILOTDrafts implementation
ENGINEERReviews & refines
03
04
TESTS + CIValidates & ships
17 yrsPATTERN LIBRARY
240+CODIFIED SKILLS
100%HUMAN-REVIEWED
HOW AI CHANGES DELIVERYAI-paired engineering, not AI-replacedEvery senior engineer on our squads pairs with an AI co-pilot codified with our 17-year pattern library. The output is reviewed, tested and owned by humans — but produced 2–3× faster than traditional pair programming.
Codified patterns, not promptsOur internal skills library encodes architecture, testing and review patterns we've refined for 17 years — applied automatically by the AI co-pilot.
Humans review every lineAI proposes, engineer disposes. Code review is a hard gate, with our own static analysis and security scans on top.
Your data stays yoursEnterprise endpoints with zero retention, or fully air-gapped on your tenancy when compliance demands it.
Same hourly rate, more outputWe don't charge a premium for AI velocity — the win goes back to you as compressed timelines or expanded scope.
Delivery loopThe pair-with-AI cycle
~12 minutes / iteration
ENGINEERDefines intent
01
02
AI CO-PILOTDrafts implementation
ENGINEERReviews & refines
03
04
TESTS + CIValidates & ships
17 yrsPATTERN LIBRARY
240+CODIFIED SKILLS
100%HUMAN-REVIEWED
THE PROCESSHow a build actually runs
01Discovery
Understand the system, the team, and the constraints — before scoping.
1–2 weeks
02Architecture
Define the technical north star and the path to get there incrementally.
1–2 weeks
03Build
AI-paired delivery with senior engineers. Weekly demos, continuous code review.
Most of the engagement
04Ship
Production rollout with monitoring, runbooks, and operational handover.
Rolling
05Sustain
Evolve the system through retainer — or hand off cleanly to your team.