Make verified delivery the default.
We are building the environment where an AI change arrives with independent proof and is safe to release. That is a systems problem, a verification problem and a product problem at once.
Seven teams, one loop.
Every function is measured by the same thing: whether a verified outcome got faster and safer.
Platform and runtime
Desktop runtime, workspace services, runner and sandbox orchestration, cell-based control plane.
RUST, TYPESCRIPT, KUBERNETES, MICROVM ISOLATION, DISTRIBUTED STATE
AI platform
Model gateway, routing and evaluation, context engine, agent profiles and prompt registry.
RETRIEVAL, EVALUATION HARNESSES, ROUTING POLICY, MODEL COST ENGINEERING
Verification science
Independent verification, false-green taxonomy, evidence integrity, adversarial evaluation.
TEST ARCHITECTURE, MUTATION AND FAULT TESTING, SECURITY TESTING
Production control
Production Twin, progressive delivery, metric gates, rollback and incident correlation.
PROGRESSIVE DELIVERY, TELEMETRY, DATABASE MIGRATIONS, SRE PRACTICE
Security and trust
Threat modelling, isolation, supply chain, policy engine, audit and the compliance programme.
APPSEC, ISOLATION ENGINEERING, SLSA AND SBOM, IDENTITY AND POLICY
Product and design
Mission surfaces, evidence readability, onboarding and accessibility to WCAG 2.2 AA.
DEVELOPER TOOLING DESIGN, INFORMATION ARCHITECTURE, ACCESSIBILITY
Go-to-market
Design partnerships, developer relations, enterprise pilots, documentation and content.
TECHNICAL SELLING, DEVELOPER CONTENT, BENCHMARK METHODOLOGY
Six things we actually enforce.
Evidence over confidence
We publish targets, benchmarks and failures, including our own.
Learning before automation
People do parts of the work manually behind the interface. No fake autonomy claims.
No individual surveillance
Usage analytics are about systems and outcomes, never a hidden ranking of people.
Sustainable scope
Scope, staffing ratios and SRE standards are set so ambition does not become burnout.
Written decisions
Architecture decisions, risk acceptance and trade-offs are recorded, with an owner and a review date.
Boring where it counts
Deterministic systems for state, permissions and money. Creativity belongs in the product.
No take-home that costs you a weekend.
We run a paid, bounded exercise on a realistic problem, and we tell you what we are evaluating before you start.
Tell us about one delivery failure you had to fix, and how you would have caught it earlier.
That question is the product in miniature. If it is interesting to you, we should talk.
Get in touchAnalytics about systems, never about people.
No hidden individual scoring. Outcomes are measured at the level of systems, teams and Missions.