Case studies

Systems we have built, described plainly

Each case names the industry and country, what the client needed and what we built. Client names are withheld and available as references with consent. For the three most detailed write-ups, see the use cases.

9case studies in five countries
3areas: edge AI, agents and engineering

All case studies

Edge AI · Cooperative insurance company

Infrastructure monitoring for a Saudi cooperative insurer

297 Windows servers brought under one monitoring platform built on MQTT and TimescaleDB, replacing several paid tools.

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Agentic AI · Bank

Auto-collection automation for a Saudi bank

Collection windows, re-ageing, reversals and regulator holds turned from manual rules into automated checks.

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Edge AI · A Singapore technology group

VisionGuard AI at three sites in three countries

Safety and security analytics on existing IP cameras at sites in Singapore, Sri Lanka and the United States.

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Edge AI · Pharmaceutical and cold-storage warehouse operator

Cold-chain monitoring for pharmaceutical warehouses

Temperature forecasts 15, 30 and 60 minutes ahead, with a trust score for every sensor.

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Agentic AI · Constient product

AP and AR automation with a three-tier matching engine

Invoices and remittances matched in three passes, exact, fuzzy and AI-assisted, with people reviewing only what is left.

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Agentic AI · Constient platform for hotel groups

Multi-tenant hotel assistant with Indian-language voice

Guest requests for booking, room service, food, feedback and checkout handled by agents in more than one language.

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Engineering services · Enterprise application estate

SSH hardening across a RHEL server estate

Audit findings on SSH configuration closed across a Red Hat Enterprise Linux estate, with change records per server.

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Engineering services · Enterprise running Dynamics AX

High availability for a live Dynamics AX application server

A two-node Hyper-V failover cluster for the AOS tier, built and cut over without disturbing live operations.

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Engineering services · Digital platform operator

Observability for a 200,000-user platform on GKE

One view of health across dev, test and production, load-tested at 200,000 concurrent users.

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