Services for teams shipping real AI products.
Strategy, design, and engineering under one roof. Pick the engagement that fits where you are today.
AI Product Strategy
Roadmapping, opportunity mapping, and technical due diligence for teams betting on AI as a core surface, not a bolt-on.
- Opportunity mapping
- Model & vendor selection
- Cost & margin modeling
- AI readiness audits
Feasibility Sprints
Two-week engagements that turn ambiguous AI ideas into working prototypes with benchmarked accuracy and cost.
- User research
- Working prototype
- Eval harness
- Go / no-go recommendation
LLM & ML Engineering
Production-grade AI systems. Retrieval, orchestration, fine-tuning, evals, and the unglamorous plumbing that makes it reliable.
- RAG architectures
- Agentic workflows
- Fine-tuning & distillation
- Evals & observability
MVP Build
End-to-end shipping of AI-native products. One senior team, one codebase, from zero to launch in eight to sixteen weeks.
- Full-stack build
- Design system
- Auth & infra
- Launch support
AI-Native Design
Interface design for non-deterministic systems. Prompts, streaming, uncertainty, and trust — designed intentionally.
- Interaction patterns
- Streaming UX
- Trust & safety UI
- Design system
Embedded Team
A senior AI pod embedded with your team for a quarter or two. Strategy, engineering, and design under one roof.
- Dedicated pod
- Weekly ship cadence
- Knowledge transfer
- Long-term ownership