Services
Distinct practices, one delivery team. Most engagements start in a single practice and grow from there, and you don't have to pick correctly on day one.
Let's talkAI
Agents, copilots, and decision systems that hold up under real workloads.
AI strategy & roadmap
A use-case portfolio, build-versus-buy calls, and a sequenced roadmap with cost, risk, and dependency attached to each bet.
Agentic AI & copilots
Multi-step agents with tool access, memory, and guardrails, plus the evaluation harness that tells you when they change.
Generative AI engineering
Retrieval pipelines, prompt and context engineering, fine-tuning where it earns its cost, and inference economics that scale.
ML & decision intelligence
Forecasting, optimization, and classical ML for the many problems that are better served without a language model.
Data
The foundation everything else depends on.
Data strategy & governance
An ownership model, quality SLAs, lineage, and policy enforced where the data is read.
Platform modernization
Warehouse and lakehouse migrations with a cutover plan that fits inside a normal working week.
Data engineering
Ingestion, transformation, and orchestration built to be understood by whoever is on call.
Knowledge graphs & semantic layer
Relationships made queryable, so retrieval traverses meaning and metrics mean the same thing in every room.
Cloud
Platforms that scale with you, and cost what they should.
Cloud strategy & migration
Wave planning, dependency mapping, and a landing zone your security team signs off before wave one.
Platform engineering & DevOps
Golden paths, infrastructure as code, and CI/CD, so teams ship without filing a ticket for an environment.
Application modernization
Decomposition where it pays, re-platforming where that is the better answer, and clear advice on which is which.
FinOps
Tagging, showback, commitment strategy, and steady attention to what each workload actually costs.
Strategy
Decide what to build before you build it.
Discovery & opportunity mapping
Where the value is, what it depends on, and which opportunity is worth starting with this quarter.
Architecture & build-vs-buy
Target architecture and honest calls on what to build, what to buy, and what to leave alone.
Roadmap & business case
A sequenced plan with cost, benefit, and assumptions written down so the business case survives scrutiny.
Operating model & team design
How the teams around the system are shaped, staffed, and held accountable once it is live.
Engineering & Delivery
Teams that ship, working inside yours.
Embedded product teams
Our engineers in your repos, your standups, and your review process, working to your cadence.
Backend & API engineering
Services and interfaces designed for the teams who will integrate with them next year.
Release engineering & CI/CD
Pipelines, environments, and release practice that make shipping routine.
Quality engineering & test automation
Test strategy and automation that gives your team confidence to change things quickly.
Modernization & Support
Older systems, kept useful.
Legacy assessment
What the system does, what depends on it, and what it would take to move each part.
Incremental re-platforming
Moving in slices that each deliver value, so the business keeps running throughout.
Run & support
Steady operation with agreed response times while your team takes over at its own pace.
Observability & reliability
Monitoring, alerting, and runbooks so the people on call can see what is happening and act.
Assess. Prove. Build. Operate.
Each phase has an exit criterion you agree to up front. You can stop after any one of them.
-
01
Assess
2–4 weeksWe map your data, systems, and ambitions against what is achievable this quarter. You get a prioritized roadmap with cost and risk attached.
-
02
Prove
4–6 weeksOne high-value use case, built end to end against your real data, measured against the bar we set together.
-
03
Build
3–6 monthsProduction engineering: pipelines, evaluation harnesses, security review, CI/CD, runbooks. Your engineers build alongside ours and own it when we are done.
-
04
Operate
OngoingMonitoring, drift detection, cost control, and iteration, until your team runs it without us. That is the point.