AI outcomes and measurable results
Case Studies

Selected work

A snapshot of what we ship for serious organisations. Confidential clients, real outcomes.

Enterprise / Operations

AI Operations Cockpit for a multinational

Challenge

Fragmented data across 14 business units made daily operating decisions slow, manual and inconsistent.

Solution

We architected and built a unified AI operations dashboard with real-time KPIs, an embedded LLM analyst and role-based controls across the global organisation.

Outcome

Decision latency dropped by 70%, manual reporting eliminated for 200+ users and a single source of truth across the group.

Logistics / Supply Chain

Autonomous coordination platform for a logistics leader

Challenge

Thousands of daily shipments were coordinated through email, spreadsheets and siloed tools, causing delays and exceptions.

Solution

A multi-agent platform that ingests orders, plans routes, negotiates capacity with carriers and escalates exceptions to humans only when needed.

Outcome

35% faster planning cycles, 22% drop in exception handling cost and 24/7 autonomous coordination across regions.

Financial Services

Compliance copilot for a regulated institution

Challenge

Analysts spent hours per case reviewing policy documents, regulatory updates and customer files for risk decisions.

Solution

A retrieval-augmented copilot grounded in the bank's own policies and regulation, with full citations, audit trails and human approval workflows.

Outcome

Average case time reduced by 60%, full traceability for every decision and a documented control framework for the regulator.

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