Autonomous agents write a measurable share of our own production code, with every change strictly reviewed before it ships. The architectures we deploy for clients are battle-tested daily on our live infrastructure, not evaluated in theory.
Production systems tailored to your business logic, handed over in full.
We engineer and deploy production-grade AI systems tailored to your specific business logic. From scoped prototypes to fully orchestrated platforms, we deliver systems you own, hosted on your infrastructure.
Systems designed to execute work, not just answer questions.
Autonomous agents plan, act, and execute multi-step business processes directly against your live systems. They read tickets, query databases, draft documents, call APIs, and escalate when necessary. Engineered with strict guardrails, audit trails, and human-in-the-loop checkpoints for regulated environments.
Internal knowledge consolidated into a single queryable interface.
Retrieval-augmented generation systems that consolidate internal knowledge into a single, queryable interface. We build custom models trained securely on your policies, contracts, and operating procedures, with strict data residency. Two deployment routes: self-hosted open models, where nothing leaves your perimeter, or a hosted model on a zero-retention tier. We state which one applies before the build.
Confident hallucinations. Agents can produce and assert plausible but incorrect results. Without deterministic tests, validation checks, or adversarial agent reviews, these fail silently.
Inherited permissions. If an agent can read a document store, it can surface any included data to anyone asking the right question. Granular access control must survive the retrieval layer, and by default it does not.
Expanded attack surfaces. An agent authorised to execute actions — calls, messages, state changes — can be manipulated by prompt injection. We engineer machine-speed validation to match human-in-the-loop security standards.
Three phases. Fixed-price scopes. Measurable success criteria signed off in writing before each phase begins.
Stakeholder interviews, process mapping, AI readiness audits, and compliance scoping.
A working agent integrated into a single production touchpoint using your live data.
Production hardening, compliance wiring, and runbook generation.
Submit a brief detailing your engineering or infrastructure challenge. We respond within one business day with a scoped path forward — typically starting with a 30-minute discovery call, followed by a formal written readiness brief.