Industries
Where this helps, sector by sector
The details change from one sector to the next, but the problems are familiar: too much paperwork, too many systems and too little time. Here is where AI and software usually earn their keep.
Financial services and insurance
Lots of documents, strict rules and customers who expect quick answers.
Summaries of claim and case files
Handlers see what has happened and what is outstanding in seconds, with each point linked to its source.
Generative AI & LLM Integration →Policy and application intake
Forms and supporting documents are read, checked for missing items and passed on.
Intelligent Document Processing →Compliance question and answer
Staff ask about procedures and get the current rule, with the section it comes from.
RAG & Enterprise Knowledge Search →
Healthcare and care providers
Busy staff, sensitive information and a lot of procedure to follow.
Policy and procedure assistant
Clinical and operational guidance found by asking, restricted to the right staff.
RAG & Enterprise Knowledge Search →Occupancy and staffing reports
One trustworthy set of figures instead of several spreadsheets.
Data, Analytics & Machine Learning →Checks on AI that touches patient data
Testing, access control and clear rules before anything goes wider.
AI Quality, Security & Governance →
Manufacturing and engineering
Older systems, complex orders and knowledge held by a few experienced people.
Quote and order triage
Incoming requests read, categorised and matched to the customer and open orders.
AI Agents & Workflow Automation →Machine and maintenance history
Engineers ask a question and get answers from several systems at once.
AI Systems Integration & MCP →Making an old order system safe to change
AI reads the code, writes down what it does and generates tests before changes begin.
AI-Assisted Software Delivery →
Logistics and distribution
High volumes, thin margins and plans that depend on what happens next week.
Supplier invoice capture
Invoices and delivery notes read and matched to orders automatically.
Intelligent Document Processing →Volume and workload forecasts
Learned from your own history, shown with a range and checked against actuals.
Data, Analytics & Machine Learning →Field and driver apps
Proof of delivery and job updates on a phone, working without a signal.
Mobile App Development →
Retail and e-commerce
Customers who want answers now and data spread across shops, sites and suppliers.
A website assistant
Answers product and delivery questions from your own content and hands over to a person when needed.
Generative AI & LLM Integration →Sales and stock reporting
Daily figures from every channel in one dashboard.
Data, Analytics & Machine Learning →Order and stock lookups for customer service
An assistant that can see live order status, read-only.
AI Systems Integration & MCP →
Property and construction
Paperwork, contractors and requests that arrive by every channel.
Maintenance request routing
Requests read, categorised, prioritised and sent to the right contractor.
AI Agents & Workflow Automation →Lease and contract key terms
Dates, notice periods and obligations pulled out and tracked.
Intelligent Document Processing →Site apps for inspections
Forms on a tablet with photos, working offline and syncing later.
Mobile App Development →
Professional services
Knowledge is the product, and confidentiality matters.
Internal knowledge assistant
Precedents, know-how and procedures searchable by asking.
RAG & Enterprise Knowledge Search →Client email triage
Messages read, summarised and routed, with drafts for approval.
AI Agents & Workflow Automation →Rules for AI use
A short policy, approved tools and checks that protect client information.
AI Quality, Security & Governance →
Public sector, education and charities
Tight budgets, high demand and a need to show that money is well spent.
Enquiry handling
Common questions answered from approved content, with the rest passed to staff.
Generative AI & LLM Integration →Application and evidence checking
Forms read and checked for missing information before a person looks at them.
Intelligent Document Processing →Finding where AI would help
A short discovery to pick one affordable first project.
AI Discovery & Readiness →