Agents that act, with guardrails
Multi-step orchestration, tool use, permissioned actions and human checkpoints — built to run unattended and be audited afterwards.
Design & product
Product design, design systems and prototyping — so the intelligence underneath is usable, and the product looks the part.
Intelligent systems ask users to trust something they cannot inspect. Design is how that trust gets earned: showing the model's confidence, making its actions reversible, and making the moment before an irreversible step feel deliberate.
We deliver design systems rather than screens — tokens, components and motion rules that your team can extend without us.
Multi-step orchestration, tool use, permissioned actions and human checkpoints — built to run unattended and be audited afterwards.
Retrieval, extraction, classification and fine-tuning on proprietary corpora — measured against a benchmark you can defend.
Contracts, indexers and wallet-grade infrastructure with deterministic test suites.
Market-data ingestion, execution pipes and risk tooling. Engineering only — never advice.
Interfaces, billing, permissions and the platform that keeps intelligence shippable.
Tell us the system you can't get built. We come back with a short, paid discovery — a clear plan and a fixed first milestone — usually within two working days.
A working session to map the problem and define what "good" is measured against.
Architecture, milestones and a fixed first deliverable — yours to keep, either way.
Embedded with your team or as a dedicated pod, shipping with traces, evals and docs.