AI applied where the work actually happens.
Each engagement can stand alone. Run together, they rewire the whole delivery lifecycle around AI, with your team in control the entire time.
Software Development
We build and ship production software with AI woven through the whole loop, from the first spec to the pull request that merges. Faster, with the judgment of engineers who have shipped at scale.
Capabilities
- AI-assisted feature delivery on your stack, in your repos
- Legacy modernization and large-scale refactors
- Test generation, coverage, and regression hardening
- Code review augmentation and standards enforcement
- Spec-to-implementation workflows your team can keep using
Ways to engage
Delivery sprint
A focused team ships a real feature or module end to end, with your engineers in the loop.
Capability install
We stand up the AI development workflow inside your tooling and train the team on it.
Cloud & Infrastructure
Infrastructure that is described, reviewed, and operated with AI in the loop. We bring cloud, platform, and reliability experience to teams who want to move faster without losing the plot on cost or security.
Capabilities
- Infrastructure-as-code authored and reviewed with AI assistance
- Platform engineering and internal developer platforms
- Cloud cost analysis and right-sizing
- Reliability, observability, and incident response workflows
- Migration planning and execution across clouds
Ways to engage
Platform sprint
We harden or stand up the platform layer your developers build on, with AI accelerating the work.
Cost & reliability review
A focused audit that turns your telemetry and bills into a prioritized action list.
Data & Analysis
Turn the data you already collect into answers people act on. We build AI-assisted analysis workflows that move from raw tables to a decision without a six-week detour through a dashboard backlog.
Capabilities
- Natural-language analysis over your warehouse and logs
- Pipeline and transformation work with AI-assisted authoring
- Decision-ready reporting that explains itself
- Data quality, lineage, and validation checks
- Internal analysis copilots scoped to your domain
Ways to engage
Analysis sprint
We take a real question your team keeps asking and build the workflow that answers it on demand.
Data copilot
We stand up an AI analysis assistant grounded in your data, with guardrails you control.
The Delivery Lifecycle
AI does not pay off one tool at a time. It pays off when the whole lifecycle is rewired around it: planning, building, reviewing, shipping, and learning. This is the work we are known for.
Capabilities
- End-to-end SDLC assessment and redesign
- AI woven into planning, build, review, release, and retro
- Developer experience and workflow tooling
- Adoption, enablement, and change management
- Metrics that show whether any of it actually worked
Ways to engage
Lifecycle assessment
A structured read of how work flows today and where AI changes the economics, with a sequenced plan.
Transformation partnership
We work alongside your teams over a longer horizon to install the new lifecycle and make it stick.
Not sure which one you need?
Book a working session