Industries
Every sector has its own data rules, risks and pace. These are the kinds of problems we help solve, each starting as a small proof of concept on your own data before anything is rolled out.
Power, water and gas distributors running billing, metering and customer platforms that cannot go down.
Problem
Thousands of billing exceptions are reviewed by hand every cycle, and customers wait for corrected bills.
What we build
An AI assistant that groups exceptions by cause, suggests the fix from past resolutions and routes only the unusual cases to an analyst.
Problem
Meter data arrives with gaps and spikes, and bad reads flow straight into bills and complaints.
What we build
Anomaly detection on interval data that flags suspect reads and likely tampering before billing runs.
Problem
Agents spend minutes after every call writing notes, and the reasons customers call are hard to track.
What we build
Automatic call summaries and reason codes written straight into the CRM, with a weekly view of why customers call.
Banks, insurers, fintechs and advisory firms where accuracy, audit trails and data residency matter.
Problem
Compliance teams re-key details from trade licences, certificates and IDs and check them by hand.
What we build
Document extraction that reads the files, checks them against the rules and prepares a decision for the compliance officer to sign.
Problem
Invoices and claims arrive as PDFs and emails and are typed into the ERP one by one.
What we build
AI capture and matching against purchase orders and policies, with exceptions queued for review instead of every document.
Problem
Managers wait days for simple answers on budgets, spend and receivables.
What we build
A controlled assistant that answers questions from approved finance reports, with access limited by role.
Developers, contractors and facility managers with large document sets and many site teams.
Problem
Answers sit across drawings, contracts and site reports, and engineers lose hours finding them.
What we build
A document assistant over the project library that answers with references to the exact file and page.
Problem
Change orders and variations pile up, and nobody can check them against the contract quickly.
What we build
A change register with AI review of each variation against contract terms, prepared for the commercial manager.
Problem
Enquiries from portals and WhatsApp arrive at all hours, and good leads go cold.
What we build
An assistant that asks the qualifying questions, books viewings and hands warm leads to the right agent.
Multi-branch businesses balancing stock, staffing and customer service.
Problem
Branches overstock some items and run out of others, and orders are placed on gut feel.
What we build
Forecasts by branch and item from sales history and seasonality, feeding suggested orders into the ERP.
Problem
The same questions on orders, returns and opening hours fill the inbox and the phone lines.
What we build
An assistant that answers routine questions from your own policies and hands anything unusual to a person.
Problem
Reviews and surveys pile up across platforms, and nobody sees the pattern.
What we build
Weekly themes and sentiment by branch, so managers know what to fix first.
These are typical engagements, described as patterns rather than client results. Your sector is not listed? The same approach works anywhere a process runs on documents, data and people.
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