RAG DEVELOPMENT · UK

Enterprise Knowledge Base AI in the UK

Most organisations keep knowledge in five or six places. We build a private AI knowledge base that searches all of them at once, respects who can see what and gives answers with sources. We work with organisations in Milton Keynes, Bedford, Birmingham and across the UK.

  • UK GDPR compliant
  • Works with your tools
  • You own the code
ASK THE KNOWLEDGE BASEWhat is our refund window for trade customers?Trade customers can return unused stockwithin 60 days with the original invoice.Sources [1] [2]SOURCES[1] Trade-terms-2026.pdf[2] Returns policy · p.4
REAL CLIENT RESULTS

Trusted by UK Businesses Using Our Enterprise Knowledge Base AI

Numbers from projects we have delivered for UK businesses, from recruitment and accountancy to solar energy and field service software.

58%Less screening timeRecruitment
97%Faster lead responseSolar energy
72%Less time chasing recordsAccountancy
8 wksFrom notes to launchField service software

Areas we cover

Based in Milton Keynes, building AI for businesses nearby in Bletchley, Wolverton, Newport Pagnell, Stony Stratford, Buckingham, Bedford, Northampton and Olney, and across the UK in London, Birmingham, Manchester, Leeds, Liverpool and Lichfield.

IN PLAIN ENGLISH

What Is Enterprise Knowledge Base AI – and What We Do Differently

Enterprise knowledge base AI connects your document stores and lets staff ask questions in plain English across all of them. The hard parts are permissions, keeping content current and handling old or conflicting documents. We solve those first, because a search that shows the wrong policy or a restricted file does more harm than good.

SOUND FAMILIAR?

Business Problems Our Enterprise Knowledge Base AI Solves

Knowledge Spread Across Too Many Systems

Policies in SharePoint, projects in Confluence, specs in Google Drive, answers in old emails. People give up and ask a colleague.

Out-of-Date Documents Being Used as Truth

Three versions of the same policy exist and nobody knows which is current. The AI can prefer the latest approved version and flag conflicts.

Security Teams Blocking AI Projects

Rightly so, if the tool ignores permissions. We build permission-aware search and UK hosting that security teams can sign off.

Expensive Experts Answering Routine Questions

Senior people spend hours a week answering questions already written down somewhere. AI answers those, and experts handle the hard ones.

WHAT WE BUILD

Our Enterprise Knowledge Base AI Services

SharePoint & Microsoft 365 Connectors

SharePoint, OneDrive and Teams files indexed with their existing permissions.

Google Drive, Confluence & Notion Connectors

Content from your other knowledge tools brought into the same search.

Permission-Aware Answers

Results filtered by each user’s access, checked against your identity provider.

Version & Freshness Handling

Latest approved documents preferred, with old or conflicting versions flagged.

Teams & Slack Assistants

Ask the knowledge base from the chat tools staff already have open all day.

Private Hosting in the UK

Hosted in UK regions on Azure or AWS, with private model options for sensitive data.

Admin Dashboard & Usage Reports

See what people ask, what fails and which documents need updating.

Knowledge Gap Reports

Monthly lists of questions with no good answer, so owners know what to write next.

Find Out What AI Can Automate in Your Business

A free audit shows the tasks worth automating first, with the hours each one should save.

WHO USES IT

Knowledge Base AI Use Cases by Department

Knowledge Base AI for Sales Teams

Sales staff ask for prices, specs or contract terms and get an answer with the source document linked, in seconds.

Knowledge Base AI for Marketing Teams

Marketers check brand guidelines, past campaigns and product facts before they write, so copy stays accurate.

Knowledge Base AI for Customer Support

Agents and customers get answers drawn from your real help centre and policies, with links back to each source.

Knowledge Base AI for Operations & Admin

Staff find the right procedure, form or safety note without scrolling through shared drives or asking a colleague.

Knowledge Base AI for Finance & Reporting

Finance teams search contracts, invoices and policy documents in plain English instead of opening folder after folder.

Knowledge Base AI for HR & Recruitment

New starters ask the handbook questions directly and get the current policy, not the version from three years ago.

CASE STUDIES

Enterprise Knowledge Base AI Results: Client Case Studies

Real projects, real numbers. Client names are kept private where they asked us to.

Recruitment

Recruitment: 58% Less CV Screening Time with an AI Platform

58%Less screening time
92%CVs imported automatically

A specialist UK recruitment agency now has CVs pulled in, ranked and explained by AI, so recruiters spend their day on calls instead of reading.

Read the case study
Accountancy

Accountancy: 72% Less Time Chasing Client Records

72%Less time chasing records
29%Faster year-end turnaround

A UK accountancy practice replaced email chasing with a portal that sends its own reminders and collects documents in one place.

Read the case study
Solar energy

Solar Energy: 97% Faster Lead Response Through Automation

97%Faster lead response
31%More surveys booked

A UK solar installer connected its ads, website and CRM, so every enquiry gets a reply in minutes and customers book their own surveys.

Read the case study

Get Similar Results for Your Business

Tell us which job takes your team the most time. We will show you what can be automated.

HOW WE WORK

How Our Enterprise Knowledge Base AI Process Works

  1. AI Opportunity Audit

    We review the documents you want the AI to use: where they live, how often they change and who is allowed to see what.

  2. Roadmap & ROI Forecast

    We agree the questions the system must answer well, the accuracy target and the hosting set-up, with a clear cost.

  3. Build & Integrate

    We prepare and index your content, build the retrieval pipeline and connect it to the chat or search screen your team will use.

  4. Test, Train Your Team & Launch

    We test against a set of real questions with known answers, fix weak spots, then train your team and go live.

  5. Monitor, Optimise & Scale

    We watch which questions fail, add missing content, re-index new documents and keep answer quality measured over time.

TECHNOLOGY

AI Models & Platforms We Work With

We are not tied to one vendor. We choose on accuracy, cost and where your data needs to live.

AI Models (OpenAI GPT, Claude, Gemini, Llama)

Chosen for answer quality and cost, with private hosting options when documents must stay in the UK or EU.

RAG Frameworks & Vector Databases

LangChain, LlamaIndex, Pinecone, Weaviate, Qdrant, pgvector and Azure AI Search, chosen to suit your data size.

Document Sources & Business Tools

SharePoint, Google Drive, Confluence, Notion, Zendesk, websites, PDFs and databases, kept in sync automatically.

WHY CODECRACKERS

Why UK Businesses Choose Us for Enterprise Knowledge Base AI

Custom-Built AI, Not Expensive Off-the-Shelf Subscriptions

Your enterprise knowledge base AI is built for your processes and you own it. No per-seat licence that grows every time you hire.

Works Inside Your Existing Tools

We connect to the CRM, inbox, help desk and files your team already uses, so nobody has to learn a new system to get the benefit.

UK GDPR-Compliant AI Systems

Data stays in UK or EU hosting where needed, access is limited to what each part needs, and we document how personal data is handled.

ROI-First Approach with Measurable Results

Before we build, we agree what success looks like in hours saved, response time or revenue, and we report against it every month.

PRICING

Enterprise Knowledge Base AI Packages & Pricing

Clear starting prices. Every project gets a fixed quote after the free audit, before any work begins.

Free Enterprise Knowledge Base AI Audit

A 45-minute call and a short written report: where enterprise knowledge base AI would help, what it would cost and the likely payback.

Book my free audit

Monthly Enterprise Knowledge Base AI Retainer – From £1,000/month

Monitoring, improvements, new features and support every month, with a report on usage, accuracy and time saved.

Get a quote

Book Your Free Audit

45 minutes, no obligation. You keep the report either way.

INDUSTRIES

Industries We Build Knowledge Base AI For

Sectors where we already have live client work.

  • RecruitmentCV screening, candidate ranking and shortlists.
  • Solar and renewable energyLead capture, instant replies and survey booking.
  • Accountancy and financeDocument collection, reminders and client portals.
  • Trades and field serviceScheduling, quotes, invoices and job admin.
  • Ecommerce and retailProduct data, customer queries and order updates.
  • Health and wellnessBooking questions, product advice and follow-ups.
CLIENT REVIEWS

What Our Clients Say About Our Enterprise Knowledge Base AI

“Our recruiters used to spend most of the day downloading and reading CVs. Now the platform pulls them in, ranks them and explains why, and we just make the calls.”
DirectorSpecialist Recruitment Agency
“We were losing good leads simply because we couldn’t reply fast enough. CodeCrackers connected our ads, website and CRM so every enquiry gets an answer in minutes.”
ClientUK Solar Installer
“Clients upload everything in one place, reminders go out on their own, and we can finally see every deadline coming.”
ClientUK Accountancy Firm
“I knew exactly what tradespeople needed but had no idea how to build it. CodeCrackers turned my notes into Vantro, and we launched in eight weeks.”
Mark SmithFounder, Vantro
FAQs

Enterprise Knowledge Base AI FAQs

FREE AUDIT

Ready to Put AI to Work? Book Your Free Enterprise Knowledge Base AI Audit

Tell us about your business and the work that eats your team’s time. We will reply within one working day with a time for your free audit.

  • A list of tasks worth automating
  • Expected hours saved and payback
  • A fixed quote, no obligation
Book a Free Call

Book your free audit

Four quick details. No obligation.