Markets

Where we focus

We do not pretend deep specialisation in every regulated vertical. Primary clusters match growth-stage and mid-market buyers who need production AI engineering now.

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SaaS & Technology

Product teams shipping AI features or AI-native applications into production stacks.

Professional Services

Knowledge-heavy firms that need grounded internal AI and workflow automation.

Operations-heavy businesses

Process-heavy organisations with expensive manual workflows ready for controlled automation.

GCCs

Engineering and innovation teams inside global capability centres building production AI systems.

By industry

Vertical context we can speak to

Same production AI craft, applied to domain constraints. We engage where the use case is clear and the systems are reachable. Depth comes from the engagement, not a claim of being a vertical specialist firm.

Finance

Fraud, risk, and compliance workflows with audit trails and controlled automation.

Healthcare

Clinical and admin processes where permissions, grounding, and oversight matter.

Insurance

Claims and document-heavy work with human-in-the-loop where risk requires it.

Logistics

Routing, forecasting, and ops automation wired into existing systems of record.

Manufacturing

Quality, maintenance, and process intelligence that holds up on the floor.

Retail

Personalization, inventory, and customer ops as production product features.