// Case studies
AI systems we have built and shipped
23 documented projects across Microsoft Copilot Studio, Azure OpenAI, AI agents, automation and analytics. Each page states the problem, what we built, the stack and the outcome, including whether it is in production, delivered or a validated prototype.
Copilot Studio
Copilot Studio · Cybersecurity
A Copilot Studio agent that investigates suspicious emails by checking domain, URL, IP and phone reputation plus SPF/DKIM/DMARC, searches an internal SharePoint blacklist and delivers an HTML investigation report.
Delivered8 weeksEnterprise security team
Copilot Studio · IT services
A Copilot Studio agent that gives enterprise users conversational access to governance and business information from ServiceNow, directly inside Teams and Microsoft 365.
Delivered4 weeksEnterprise AI consultancy
Copilot Studio · Events
An internal Copilot Studio assistant that answers org-chart and role questions, routes requests and hands off to the right people, designed to grow into broader internal support.
DeliveredWorldwide Events
Copilot Studio · Local government
A citizen-facing Copilot Studio assistant embedded on the council website that guides residents to services, forms, payments and FAQs, with escalation for unresolved requests.
DeliveredNew Plymouth District Council
Copilot Studio · Legal
A Copilot Studio onboarding assistant that adapts to entity type and risk profile, gathers evidence from public registers and documents, and presents cited findings for human approval.
Delivered4 weeksLegal compliance client
Copilot Studio · Healthcare
A copilot that scores clinical progress notes against a rubric, flags quality and compliance risks, and gives clinicians specific improvement feedback with examples.
Delivered6 weeksHealthcare provider
Copilot Studio · Recruitment
A Teams agent that ingests CVs from multiple recruiter Outlook mailboxes into SharePoint, removes duplicates and lets recruiters rediscover talent by asking in plain language.
Delivered4 weeksRecruitment firm
Copilot Studio · Professional services
A conversational assistant that helps users complete complex compliance, sales and project-intake forms, drafting answers grounded in uploaded templates and policies.
Delivered5 weeksB2B services company
AI Agents
AI Agents · Professional services
A daily Azure pipeline that scores every coach–VA check-in meeting against a 22-signal churn-risk checklist and lets leadership ask questions like “Which VAs are high risk this week?” in plain language.
In productionVirtual assistant staffing agency
AI Agents · Compliance / SaaS
A retrieval-augmented assistant launched from SharePoint that answers questions and helps draft documents from an organisation’s own compliance material, with a delta sync that keeps the index current every six hours.
Working demoCompliance software company
AI Agents · Cybersecurity
A multi-integration Azure AI Foundry agent connected to Xero, Outlook, SharePoint, a helpdesk and web search, built as a realistic testbed for prompt injection, data leakage and excessive-agency testing.
Delivered24by7 Security
AI Agents · Finance
A Model Context Protocol server that exposes Xero as 22 AI-callable accounting tools, so Copilot Studio, Azure AI Foundry agents and web apps can ask for invoices, bills and P&L in plain language.
DeliveredAccounting automation client
AI Agents · Events
An n8n and LLM agent that generates supplier-ready briefings for hundreds of buyer–supplier meetings, with buyer snapshots, pitch angles, talking points and objection handling.
Prototype / MVPWorldwide Events
Automation
Automation · Government
An AI document workflow that turns scanned name-change affidavits into formatted gazette drafts, built to clear a backlog where about 500 requests arrived per day but a 10-person team could draft only about 160.
Prototype / MVPGovernment of Rajasthan
Automation · E-commerce
Classifies garment photos with Claude, applies garment-specific preprocessing and generates consistent product visuals with Flux, orchestrated by n8n with a Redis queue.
Prototype / MVPFashion retailer
Automation · Small and mid-sized businesses
Make.com, n8n, ManyChat and Power Automate workflows that update HubSpot from email, schedule and answer social posts, draft email replies with human approval and extract invoice data.
Delivered2 monthsMultiple SMB clients
Data Engineering
Data Engineering · Cybersecurity
Replaced a manual PowerShell-to-Excel reporting process with Python and Microsoft Graph API ingestion into Azure SQL, feeding Power BI vCISO dashboards across multiple client tenants.
In production24by7 Security
Data Engineering · Retail
Scheduled Cloud Functions pull Google Ads, Analytics and Business Profile data into BigQuery and sync it to Airtable, filling gaps where no native connectors exist.
In productionDrinks retail marketing team
Power BI
Power BI · Engineering
Migrated business-critical Jaspersoft reports on Oracle to Power BI Paginated Reports, preserving layouts, parameters and PDF/Excel exports so users kept their workflows.
DeliveredEngineering and projects firm
Power BI · Hospitality
Consolidated budget and actuals for multiple hotels and years into a Microsoft Fabric and Power BI model for P&L, balance sheet and budget-versus-actual analysis.
DeliveredHospitality group
Power BI · Fitness / e-commerce
Consolidated Google Ads and Google Analytics in BigQuery and built a Power BI dashboard for campaign performance and spend-versus-budget tracking.
Delivered2 monthsJTX Fitness
Power BI · Education
A multi-page Power BI report built from Google Sheets covering enrolments, attendance, behaviour, retention, learning progress and child-safety incidents across two campuses.
DeliveredNOVO Education
Python
Python · Retail
A Python engine that analyses sales velocity for 90,000+ SKUs across 84 stores, flushes dead stock to stores that sell it and generates daily warehouse picking lists.
DeliveredFashion retailer