Governed AI Knowledge Systems

Turn Your Website Into a 24/7 Pre-Sales Engineer

We build controlled AI assistants that answer only from your approved content — with citations, security controls, and measurable commercial impact. Not a chatbot. A governed knowledge system.

Start with an AI Visibility Audit Try the Live Demo

What Changes for Your Business

This isn't a novelty feature. Every component is designed to move a specific commercial metric.

Pipeline

Faster Qualification, Higher Intent

Complex pre-sales questions answered instantly from your approved documentation. Prospects don't bounce when they can't find answers. Technical buyers get depth immediately. When someone reaches "Book a demo," they've already qualified themselves.

Support

Fewer Tickets, Better Documentation

Repetitive pre-sales questions deflected before they become support tickets. Every query is logged — recurring questions reveal documentation gaps. You don't just reduce support load, you improve the knowledge base that causes the load.

Risk

Governed Answers, Auditable Trail

Every response sourced from approved material. No hallucinated pricing, no outdated feature claims, no off-brand messaging. Full query logging creates an audit trail of what your AI said and when. If accuracy is business-critical, governance isn't optional.

AI Is Already Talking About You

Your customers are asking ChatGPT, Claude, Perplexity and Google AI Overviews about your industry right now. The question isn't whether AI will affect your pipeline — it's whether you'll control what it says.

Invisibility

AI systems don't mention your brand at all. Competitors get recommended instead. You lose pipeline you never even see.

Misinformation

LLMs describe your products incorrectly — wrong pricing, outdated features, confused with competitors. Your brand is being misrepresented at scale.

Loss of Control

Generic chatbots and AI search engines scrape your site and present answers without context, nuance, or commercial framing. You've lost control of the narrative.

A Governed Knowledge System, Not a Chatbot

A Controlled AI Knowledge Agent is a domain-restricted assistant deployed on your website that answers questions using only your approved content. It doesn't search the internet. It cites every source. And when it can't answer from approved material, it says so — rather than guessing.

Think of it as giving your website an expert employee who knows your products, services and methodology inside out — available 24/7, never off-brand, and always pointing visitors toward the right next step.

Curated Knowledge Base
Your approved content — products, services, methodology, FAQs — structured for retrieval. You control what the AI knows and doesn't know.
Retrieval-Augmented Generation
Each question is scored against your knowledge base. Only the most relevant content is sent to the AI — no internet access, no external data.
Citation Enforcement
Every response is validated server-side against source material. Ungrounded claims are refused, not published. Your brand stays protected.
Security & Access Control
Server-side API proxy, rate limiting, input sanitisation, circuit breakers, configurable access modes. No API keys exposed to the browser.
Query Analytics
Full logging with grounding rate tracking and usage analytics. See exactly what your audience asks — and where your content has gaps.
Conversion Architecture
Strategic CTAs, consultation booking prompts, and lead qualification built into the conversation flow. Not just helpful — commercially intelligent.

Why Not Just Install a Chatbot Plugin?

Fair question. There are WordPress chatbot plugins available for under £100/month. Here's the difference between installing a feature and engineering a knowledge system.

AI Chatbot Plugin

  • Generic RAG setup with default settings
  • API keys often exposed client-side
  • Weak or no citation validation
  • Minimal refusal logic — guesses when unsure
  • No governance model or audit trail
  • No measurable improvement loop
  • Installed in a day, abandoned in a month

Governed Knowledge System

  • Curated, structured knowledge base
  • Server-side proxy — keys never exposed
  • Enforced source grounding on every response
  • Boundary enforcement — refuses rather than guesses
  • Documented governance controls + full logging
  • Query analytics driving continuous optimisation
  • Designed for long-term commercial performance

If your AI assistant gives incorrect legal, financial, or technical information, the reputational cost dwarfs the installation fee. We're not installing a feature. We're building a knowledge system.

Trust & Governance

If you're in a regulated industry, selling complex products, or simply taking brand accuracy seriously — governance isn't a feature. It's the foundation.

Server-Side Proxy
All AI requests routed through your server. API keys are never exposed to the browser. No client-side vulnerabilities.
Refusal Behaviour
When the system can't answer from approved sources, it declines — clearly and politely. No guessing, no hallucination, no fabricated answers.
Audit Trail
Every query logged with timestamp, response, grounding source, and confidence. Complete record of what your AI said and when it said it.
Rate Limiting & Abuse Control
IP-based rate limiting, input sanitisation, circuit breakers. Protection against abuse, prompt injection, and excessive usage.
Topic Boundaries
The system only discusses topics within its approved scope. Off-topic questions are redirected, not answered speculatively.
No Proprietary Lock-In
WordPress-native deployment. Documented architecture. Transferable knowledge base. If you ever move on, everything stays yours.

See It in Action

Our own LLM Optimisation page runs on exactly this architecture. It's not a mock-up — it's a production system handling real queries, with the same citation enforcement and governance controls we deploy for clients.

Most agencies selling AI products haven't built one themselves. We have. Ask it anything.

Try the Live Demo

How We Build It

Every engagement follows a three-phase model. Each phase delivers standalone value — you can stop at any point with something useful.

  1. 1

    AI Infrastructure Audit

    We audit your current AI visibility across ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews. We assess your existing content, benchmark against competitors, and scope the architecture. You get a clear report of what LLMs currently say about you, whether a Knowledge Agent is viable, and the ROI levers. If it's not viable, we tell you not to build.

  2. 2

    Build & Deploy

    We structure your knowledge base, build the retrieval system, configure citation enforcement and security controls, design the conversational UX, and deploy to your WordPress site. Typical builds take 4–6 weeks from audit to live.

  3. 3

    Optimise & Evolve

    We monitor query analytics to identify content gaps, refine retrieval scoring, expand the knowledge base, and evolve the system as your products and market change. Monthly performance reviews show exactly what's working and what needs attention.

Typical Investment

Every build is scoped individually based on content scale, compliance requirements, and integration needs. These ranges give you a realistic picture.

Phase 1

AI Infrastructure Audit

£1,500 – £3,000

Comprehensive AI visibility assessment, competitor benchmarking, content readiness review, audience resonance analysis, and Knowledge Agent blueprint with exact scope and pricing. Delivered within 5 business days.

Credited against build if you proceed
See what's included →
Phase 3

Optimise & Evolve

£2,000 – £4,000 /month

Monthly performance review, query analytics, knowledge base expansion, retrieval refinement, content gap reports, and conversion optimisation. Cancel anytime.

Optional but recommended

What's Included in the Audit

The audit is a standalone deliverable with immediate value — even if you never build the Knowledge Agent, you'll know exactly what AI platforms are saying about your brand and whether your target buyer would care.

1
AI Visibility Assessment

We query ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews with 15–20 prompt variations about your brand, products and industry. Every response documented and scored for accuracy, completeness and sentiment.

2
Competitor Benchmarking

Same prompts for 2–3 competitors. Where do they get mentioned and you don't? Where are they described more accurately? This shows you the gap — and the opportunity.

3
Audience Resonance Analysis

We map AI responses against your target buyer's actual priorities and decision criteria. It's not enough that AI mentions you — does what it says match what your buyer cares about?

4
Knowledge Agent Blueprint

A scoped proposal: knowledge base structure, topic clusters, integration approach, access model, governance requirements, and a specific investment figure — not a range, an exact number.

You receive:

A 15–25 page PDF report with AI Visibility Scorecard, annotated LLM response evidence, competitor comparison, audience resonance scoring, and the Knowledge Agent blueprint with exact scope and pricing. Delivered within 5 business days.

Not sure where you'd sit? The AI visibility audit is the starting point — it gives you a clear scope and exact investment before you commit to anything.

Learn about the audit →

Is This Right for You?

You need a governed system if

  • You have complex products that generate pre-sales questions
  • You're in a regulated industry (healthcare, legal, finance)
  • You have 50+ pages of product, service or documentation content
  • Brand accuracy is business-critical, not nice-to-have
  • You want AI to generate qualified leads, not just answer questions
  • You need an audit trail of what your AI says

A plugin may be enough if

  • You have under 20 pages of content
  • Brand risk is low and accuracy is non-critical
  • You want experimentation, not production deployment
  • You don't need logging, governance, or analytics

We'll tell you honestly if a plugin would serve you better. The audit exists to answer exactly this question.

Questions We Get from Buyers

"What does this actually change for our pipeline?"

Prospects get depth immediately instead of bouncing when they can't find answers. Technical buyers self-qualify through the assistant before booking a call. Your sales team spends less time on basic qualification and more time on high-intent conversations. We track CTA engagement from assistant sessions so you can measure the impact directly.

"What does this change for our support load?"

Repetitive pre-sales questions get answered instantly from your knowledge base. But the bigger value is what the query analytics reveal — the questions your audience keeps asking that your documentation doesn't answer. You reduce support tickets and improve the content that causes them.

"What about risk — what if it says something wrong?"

The system is designed to answer only from approved sources. When it can't ground a response in your content, it refuses rather than guessing. Every response is logged with its source reference. For regulated industries, this governance model is the difference between a useful tool and a liability.

"What if we need to move on — are we locked in?"

No proprietary lock-in. WordPress-native deployment, documented architecture, transferable knowledge base. The retainer is cancel-anytime. If you ever want to bring it in-house or switch providers, everything stays yours.

"You're a one-person operation — what about continuity?"

Valid concern. Every build includes full architectural documentation and runbooks. The system is designed to be maintainable by any competent WordPress developer. You're getting direct access to the person who architected and built it — not a junior account manager. The trade-off is capacity, not capability.

Ready to own the AI conversation?

Start with an AI Infrastructure Audit. You'll know exactly what LLMs are saying about your brand, whether a Knowledge Agent is viable, and the commercial case for building one. If it's not right for you, we'll say so.