AI automation and custom software for the way your industry works
We advise on and build AI automation, and the software around it, for any industry or individual. The examples below are what we can build, not a record of past client work.
Finance and trading
Financial software has little tolerance for guesswork. Data must be timely, orders must be handled exactly once, and every action needs a record. Our background includes trading and broker-API automation for fintech, including market data feeds and order handling.
We build tools and automation. We do not give investment or trading advice.
Examples of what we can build
- Market-data collectors that connect to a feed, handle reconnection and store clean data
- Order-handling and position-tracking tools built against broker APIs, with clear failure behaviour
- Reconciliation and reporting jobs that match records across systems
- Back-office dashboards for operations and compliance teams
Where AI automation helps here
What we can build, with a person reviewing the output where it matters.
- An assistant that reads incoming statements, contracts and notices and extracts the key fields for an analyst to confirm
- Automated checks of records against your internal policy rules, with exceptions queued for a compliance reviewer
- A drafting step that turns daily activity and exceptions into a management report for sign-off
E-commerce and retail
Retail runs on catalogues, stock, orders and payments that have to agree with each other. Most problems come from systems that were bought separately and never connected.
We can build the glue and the custom parts that standard shop platforms do not cover.
Examples of what we can build
- Order, stock and accounting synchronisation across a shop and back-office tools
- Custom pricing, quote or bundle rules that off-the-shelf carts cannot express
- Payment gateway integration with reliable handling of callbacks and refunds
- A customer app for orders, loyalty or re-ordering
Where AI automation helps here
What we can build, with a person reviewing the output where it matters.
- A triage step for customer emails and chats that tags the issue, finds the order and drafts a reply for an agent to send
- Product-data enrichment that standardises titles, attributes and descriptions from supplier sheets, with approval before publishing
- Analysis of free-text reviews and return reasons, grouped into themes for the merchandising team
Manufacturing and engineering
Factories and engineering firms accumulate specialist spreadsheets, legacy desktop tools and manual paperwork. The knowledge is valuable and the tooling is often fragile.
We can modernise those tools and connect them to the systems around them.
Examples of what we can build
- Production and job-tracking systems that replace paper and spreadsheets
- Tools that read machine or sensor exports and produce shift reports
- Bill-of-materials and quotation calculators built around your rules
- Document control and approval workflows for drawings and specifications
Where AI automation helps here
What we can build, with a person reviewing the output where it matters.
- Reading supplier certificates, delivery notes and inspection reports and matching them to purchase orders
- Shift and maintenance log summaries that flag recurring faults for the engineer in charge
- A search assistant over manuals and procedures, so technicians get the right answer with its source
Logistics and transport
Logistics depends on information moving between depots, drivers, customers and carriers. Delays often come from re-keying and unclear status.
We can build the visibility and automation that keeps shipments and paperwork moving.
Examples of what we can build
- Shipment tracking portals for customers and internal teams
- Driver and field apps for delivery confirmation, photos and signatures
- Carrier and courier API integrations for labels and status updates
- Route and schedule planning tools around your constraints
Where AI automation helps here
What we can build, with a person reviewing the output where it matters.
- Extracting consignment details from emailed orders, bills of lading and delivery proofs into your transport system
- Exception monitoring that spots delayed or mismatched shipments and drafts the customer update for a dispatcher to approve
- A scheduling assistant that proposes delivery slots from your constraints and confirms them by message
Healthcare and clinics
Clinics need dependable scheduling, records and communication, handled with care for privacy. We build administrative and operational software, not medical devices.
We discuss data-protection requirements at the start so they shape the design.
Examples of what we can build
- Appointment booking and reminder systems
- Patient intake forms that feed a clean internal record
- Billing and report automation for clinic administrators
- Internal dashboards for scheduling and resource use
Where AI automation helps here
What we can build, with a person reviewing the output where it matters.
- Appointment reminder and rescheduling flows that handle routine replies and pass anything unusual to staff
- Intake-form processing that tidies patient-submitted details into the administrative record for front-desk review
- First drafts of billing queries and administrative letters, always checked by a staff member (administrative work only, never clinical decisions)
Education and training
Training providers and schools need to manage learners, content, schedules and payments without a heavy administrative load.
We can build lightweight platforms around how you teach, rather than forcing your courses into a rigid product.
Examples of what we can build
- Learner portals with course access, progress and certificates
- Enrolment, scheduling and fee-collection tools
- Assessment and results-reporting automation
- Mobile apps for learners and instructors
Where AI automation helps here
What we can build, with a person reviewing the output where it matters.
- A learner support assistant that answers common course and admin questions from your own materials and hands the rest to staff
- Drafts of feedback comments or progress summaries for an instructor to edit and approve
- Enrolment checks that read submitted forms and documents and flag anything missing
Professional services
Consultancies, agencies and accountancies sell time and knowledge. The software that supports them is usually a patchwork of timesheets, documents and email.
We can tie that together and keep client work separated and tidy.
Examples of what we can build
- Client portals for documents, approvals and status
- Time, project and invoicing tools shaped to your billing model
- Document and email processing that files information automatically
- Internal knowledge search over past work, with access controls
Where AI automation helps here
What we can build, with a person reviewing the output where it matters.
- Drafting time entries from calendar and email activity for the consultant to confirm
- Checks of contracts and engagement letters against your standard clauses, flagging deviations for review
- First-draft proposals, status reports and meeting summaries built from your templates and past work, reviewed before they go out
Startups and founders
Founders need a working first version they can put in front of users, built by someone who will tell them what to leave out.
We can act as your technical lead or as a dependable development partner.
Examples of what we can build
- A first release of a web or mobile product, scoped honestly
- A SaaS back end with accounts, roles and subscriptions
- Technical review of an existing prototype or an agency build
- Ongoing monthly development once the product is live
Where AI automation helps here
What we can build, with a person reviewing the output where it matters.
- A support and onboarding flow that answers common user questions and escalates the rest, so a small team is not buried
- Automation of lean back-office work such as lead qualification, invoice capture and meeting follow-ups
- AI features inside your product, such as search, summaries and classification, built with evaluation and cost controls from day one
Individuals and small businesses
You do not need to be a large company to need custom software. A single person or a small business often has one painful, repetitive task that a small tool can remove.
We take on projects of all sizes and give you a written estimate before you commit.
Examples of what we can build
- A small web tool that replaces a manual spreadsheet routine
- Automated reports or reminders sent by email or message
- A website with a booking, order or enquiry system behind it
- Help with a server, backups or a hosting move
Where AI automation helps here
What we can build, with a person reviewing the output where it matters.
- An inbox assistant that sorts enquiries, drafts replies from your own past answers and flags what needs you
- Receipts and invoices read from photos or email and entered into your accounting sheet for a quick check
- First-draft answers to quote and booking enquiries, sent to you for approval before they go out
Evidence by sector and country, from our AI automation research: AI Automation Use Cases and ROI Evidence · AI Adoption by Country: Overview and Rankings · What You Need for AI Automation: The Complete Checklist
Do not see your sector? We work with any industry. Read about AI automation consulting, try the readiness checklist, or tell us what you need and we will say honestly whether we can help.
Our own products for this
Where a ready product of ours fits, we say so. Each is shown with its honest stage.
Tell us what you need built
Describe the problem, the system or the idea. We offer a free initial consultation and a written estimate, and you will talk directly to the developer who would build it.