Services
Strategy, design, and engineering for AI-native software.
We take responsibility for the whole outcome, from what to build to how it runs in production.
AI feature development
Assistants, summarization, extraction, classification, and semantic search inside your product.
- Retrieval architecture and data indexing
- Prompt and model strategy with cost ceilings
- Evaluation suite and regression harness
- Streaming UI patterns and fallback states
New product builds
Zero-to-one web apps: onboarding, billing, permissions, and admin tooling.
- Product and interface design system
- Multi-tenant data model with row-level rules
- Auth, subscriptions, and usage metering
- CI, environments, and release process
Agents & internal automation
Back-office work handled by agents and scheduled workers in your existing systems.
- Workflow mapping and human-in-the-loop design
- Tool/function integrations and queues
- Observability, retries, and audit logging
- Operator console for review and override
Platform modernization
Turn a fragile prototype into something a team can safely extend for years.
- Architecture review and risk register
- Incremental refactor plan
- Test coverage on critical paths
- Performance and cost optimization
Engagement models
Pick the shape that fits.
Discovery sprint
1 weekA spike, an architecture plan, and a build estimate you can act on.
- Stakeholder interviews
- Working spike
- Written build plan
Product build
6–14 weeksA senior team designs and ships your product with weekly releases.
- Design + engineering
- Weekly releases
- Full handover
Embedded partner
MonthlyReserved monthly capacity for teams that keep shipping.
- Reserved capacity
- Shared backlog
- On-call windows
Common questions