Know it works
before you build it
A working proof of concept in four weeks — deployed, wired into one of your real systems, with the design documentation to take it forward. And an honest verdict, because we’re not the ones building it.
Prove it first
AI pilots rarely fail on the model. They fail where they meet your systems — so that is the part we test, before anybody commits a budget to building it.
View all servicesSanity Check — £1,250
One day, no code: an honest answer about whether your idea is worth building at all.
- For smaller businesses
- A written recommendation
- Including “don’t build it”
- Before you spend anything
Prove — £18,000
A working proof of concept in four weeks, and an honest answer about whether to build it.
- £10,000 if you'll be a reference
- Deployed, not a mockup
- Wired into one real system
- Walkable end to end
- Solution design document
Design Authority — from £1,500/mo
Your technical voice in the room while somebody else does the building.
- The build stays true to what was proven
- Architecture and estimates reviewed
- Independent of your supplier
- A day or two a month
Build — selectively
Sometimes the right answer is that we build it. Taken where the shape genuinely fits.
- Fixed scope, agreed response times
- Runs in your environment
- Documented for handover
- Never the default
Sometimes the answer is don’t build it
A proof of concept from the firm that wants the build contract comes with an obvious incentive, and everyone in the room knows it. We aren’t bidding for the build, so there is nothing riding on the answer.
That means a proof of concept can come back negative — and when it does, it has done its job. Finding out for £18,000 beats finding out for half a million.
Work that made it into production
Most AI pilots never reach daily use. These did — and each one was won or lost where it met the systems the business already ran.
View all case studies
Nookaly — AI Property Insights for Home Buyers
Our own product, built and operated end to end: every London property scored against what a buyer actually cares about, live on the App Store and Google Play.
AI Code Review Inside Azure DevOps
An AI reviewer we built and publish that runs as a pipeline stage and posts findings on the pull request itself — where reviewers already look, rather than in a report nobody opens.
An MCP Server for Azure and Microsoft 365
An open-source MCP server wrapping the Azure CLI and Microsoft Graph, so an AI assistant can answer questions across both using the permissions the engineer already has — no standing access, nothing extra granted.
AI-Powered Ebook Generator for Financial Services
Weeks of documentation, now hours. Product user guides generated in six languages for a financial services firm, with terminology that stays consistent across all of them — and still in daily use.
Automated Financial Statement Processing
Bank statements in, clean transaction data out. A separate extraction pipeline for every bank, because generic OCR does not survive real statement formats.
AI-Powered Service Desk Email Triage
Support mail read, categorised and routed before an engineer opens it, with the spam stopped at the door. Response time went from hours to minutes at 92% accuracy.
Get In Touch
Have questions about our AI solutions? We're here to help and would love to hear from you.
AI Assistant
Try our AI automation agent for insights
Email Support
support@byteinsights.ai
Case Studies
See our recent work
Try Our AI Automation Agent
Experience our specialised AI agent that analyses your business processes and identifies high-impact automation opportunities. Built with the latest LLM technology and trained on thousands of business optimisation scenarios, our agent delivers actionable insights tailored to your industry and specific challenges.
Business Improvement AI
Automated insights for your business
- Process optimisation opportunities
- Productivity enhancements
- Cost-saving recommendations
Put AI to work in your business
Tell our automation agent how you work today and get a tailored view of what to automate first.