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Case studies

Anonymised work, real outcomes

Most of our public-sector and financial-services work is under NDA. We share the architecture, the engineering, and the measurable outcomes without naming clients.

Sports & Media · A sports and media operator

Real-time match intelligence on live sports data

Real-time event detection and narrative briefs across a live match feed, fusing vision models, structured event data, and language models.

End-to-end latency: <800msEditor-accepted briefs: 91%Concurrent fixtures supported: 12
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Sports & Media · Multiple sports and media operators in the UK

Market intelligence agents for sports and media operators

Multi-agent system deployed across several UK sports and media operators, monitoring news, rights announcements, competitor activity, and fixture and audience data to generate explainable signals for commercial and editorial teams.

Analyst triage time: −71%Signals with source-grounded citations: 100%Holdout-set precision@10: 0.88
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Financial Services · A financial institution in the GCC

On-premise compliance AI on open-source LLMs

Fully air-gapped retrieval and reasoning system over a financial institution's policy and case corpus. No data leaves the estate; every decision is auditable.

Compliance review time: −62%Data leaving the estate: ZeroAuditor-accepted decisions: 94%
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Cross-industry · A regulated enterprise platform team

AI-augmented DevOps for a regulated enterprise

DevOps AI agent that triages incidents, proposes runbook actions, and augments PR review across a multi-cluster Kubernetes estate.

Mean time to detect: −74%Incidents resolved within SLA: +38%PR review cycle time: −46%
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Cross-industry · A multi-cloud enterprise estate

Cloud cost optimisation agents

FinOps agents that detect waste, propose remediations, and execute pre-approved changes under guardrails across AWS, Azure, and GCP.

Annual cloud spend: −29%Time to apply low-risk fixes: <10 minRecommendations accepted: 76%
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Compliance · A compliance company in the UK

AI confidence reports for compliance checks

Information submitted to a UK compliance company is cross-checked against open sources, and AI produces a weighted confidence report on every claim.

Manual verification effort: −71%Claims corroborated automatically: 82%Time to confidence report: Minutes
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Cross-industry · An online platform operator

Authenticated MCP server across a production estate

A single authenticated Model Context Protocol (MCP) server exposing an operator's infrastructure, web application firewall, logging, and backend APIs to any AI client, so agents can pull data from every platform through one governed interface.

Systems behind one interface: 10+Tool calls authenticated and logged: 100%Time to connect a new AI client: Minutes
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Consumer · A consumer personal-assistant product

WhatsApp personal assistant with a private memory

A personal assistant you talk to on WhatsApp, backed by your own localised database and a retrieval layer over everything you have told it: identity documents, insurance, birthdays, reminders, and anything else worth remembering.

Interface: WhatsAppPersonal data stored: Per-user, localisedDaily briefing and reminders: Automated
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iGaming · Multiple iGaming operators

White-label sportsbook and iGaming platform on AWS Serverless

Our largest system: a multi-tenant white-label platform that gives operators a complete sportsbook and casino business, with player account management, CRM, affiliate management, and bonusing built in, running entirely on AWS Serverless with AI-operated DevOps.

PAM, CRM, affiliates, bonusing, sportsbook, casino: 6 modulesInfrastructure: 100% serverlessDevOps: AI-operated
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Payments · Platforms integrating through a single cashier API

PCI DSS Level 1 payments gateway and cashier aggregating 100+ providers

Our second-largest system: a payments gateway and cashier that aggregates more than 100 payment providers, including Paysafe, Nuvei, Rapyd, TrueLayer, and Bolt, behind one API, with routing rules, closed-loop payouts, and hosted cashier surfaces, certified to PCI DSS Level 1.

Payment providers aggregated: 100+PCI DSS certification: Level 1Integration surface: One API
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Government & Public Sector · A government entity in Abu Dhabi

Executive intelligence briefings and chat for an Abu Dhabi government entity

A system that pulls data from multiple source systems into one governed store, generates executive presentations automatically from what arrives, and gives leadership a chat service to ask questions of the same data.

Data sources unified: MultipleBriefing preparation: AutomatedFollow-up questions: Self-serve chat
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