AI Innovation Lab

The flagship: where frontier AI becomes deployable capability.

The Lab is the research and build engine of the practice. Everything we recommend to clients has been prototyped, evaluated and hardened here first.

Active tracks

Thirteen lines of work, one evaluation standard

Planning, tool use and supervised autonomy for real workflows.

Evaluation, fine-tuning strategy and retrieval design.

Human-in-the-loop automation for high-volume operations.

Inspection, document understanding and safety monitoring.

Low-latency multilingual voice agents for service and emergencies.

Guardrails, red-teaming and governance that survives audit.

Orchestrating agents across existing enterprise systems.

Platform patterns for scale, cost control and observability.

Specialised agents that negotiate, verify and escalate.

Triage support, coding assistance and clinical documentation.

Traveller safety intelligence and disruption handling.

Claims intelligence, fraud signals and partner ecosystems.

Small models on the edge, evaluation science, AI economics.

Lab pipeline

Scan frontier research, model releases and regulatory movement.

Build a narrow, evaluable prototype within two weeks.

Score accuracy, latency, cost and failure modes against a fixed harness.

Add guardrails, observability, human escalation and audit trails.

Ship into a client workflow with owners, metrics and rollback.

Two-week prototypes, honest evaluations, and a clear recommendation on whether to build, buy or wait.