AI Advisory & Strategy

We help businesses use AI to actually get ahead

Strategy, implementation, and education — plus a free tool to see what AI says about your brand.

Book a Free Discovery Call Explore Our Services
AI ENGAGEMENT OVERVIEW LIVE
3.2×
Ops efficiency gain
↑ from 1.0× baseline
$2.4M
Annual cost savings
↑ projected year 1
68%
Reduction in manual review
↑ 12-week result
12wk
Time to first results
↓ from 9-month avg
AI Readiness Score87/100
Strategy Alignment94/100
Team Adoption76/100
↑ 62%
87
AI maturity score
vs 34 at start
Our Services

Everything you need to win with AI

From strategy to execution — hands-on advisory that fits where your business actually is right now.

01
AI Strategy & Roadmapping

A clear, prioritised roadmap for AI in your business — built around your goals, your data, and your real constraints. No fluff.

02
Use-Case Discovery Sprint

In two focused weeks, we identify and rank every AI opportunity in your business — with ROI estimates attached to each one.

03
Implementation Advisory

We sit alongside your team through delivery — keeping AI projects on track, on budget, and actually aligned to business outcomes.

04
AI Performance & Measurement

The right KPIs, the right dashboards, the right story for your board. We make sure AI investment gets the credit it deserves.

05
Executive AI Education

Half-day and full-day workshops that turn AI-skeptic leaders into confident decision-makers. Practical, not theoretical.

06
AI Visibility & Search

Is AI recommending your business? We help you find out — and fix it. Powered by our Recognaize platform.

See all services in detail →
Our Product

Is AI sending customers to you — or your competitors?

Millions of people ask ChatGPT, Claude, Perplexity, and Grok to recommend businesses every day. Most brands don't know what AI says about them.

Recognaize changes that. Scan your brand. Get a score. Fix what's broken.

Get Your Free Score → Free scan. Takes 30 seconds.
ChatGPT
AI visibility tracked & scored
82/100
Perplexity
AI visibility tracked & scored
67/100
Claude
AI visibility tracked & scored
91/100
Grok
AI visibility tracked & scored
74/100

Two ways we can help you today

Get your free AI visibility score in seconds — or book a call to talk about your broader AI strategy.

Get Your Free Score → Book a Discovery Call
About ynotus ai

We help companies build AI that actually works

Founded by Liam Houchin, ynotus ai is an advisory firm for businesses that want to move beyond the hype and create real, lasting AI advantage.

LH
Liam Houchin
Founder & CEO, ynotus ai

Liam brings a rare combination of hands-on AI building experience and sharp commercial instinct to every engagement. Having worked across technology, strategy, and product — and founded his own AI tools — he advises businesses from a place of genuine, earned expertise.

Our story

ynotus ai was founded on a simple frustration: too many companies were either chasing AI hype without results, or being held back by fear and uncertainty. Neither approach serves businesses well.

Liam built ynotus as a different kind of advisory firm — one that combines deep technical understanding with sharp commercial instinct. Having worked inside companies facing these decisions, and having built AI tools himself, the advice comes from a place of genuine, earned experience.

That dual perspective — business leader and AI builder — is what makes the advice different. We know what AI can actually do today, what it can't, and where the real leverage is hiding in your business.

Our work spans strategy, implementation advisory, executive education, and our own AI products — including Recognaize, our AI search visibility platform that helps brands show up when AI recommends products and services.

Work with Liam →
How we work
Honest over optimistic
We tell you when AI isn't the right answer. Our reputation is built on recommendations that work, not on selling engagements.
Practical over theoretical
Every strategy we produce is grounded in your real data, your real constraints, and your actual business model.
Results over activity
We measure success by what changes in your business — not by deliverables produced or hours billed.
Long-term over transactional
Our best client relationships span years. We want to be the partner you call when the landscape shifts.
How we work

Our engagement process

Clear stages. No surprises. Results at every step.

1
Discovery Call
A focused 45-minute conversation to understand your situation, goals, and where AI might move the needle — completely free.
45 min · Free
2
Assessment & Scoping
We dig into your business: your data, workflows, tech stack, and team. This is where we identify what's real and what's possible.
1–2 weeks
3
Strategy & Recommendations
A clear strategy: prioritised opportunities, a phased roadmap, and honest guidance on what to do, what to avoid, and how to get started.
2–4 weeks
4
Implementation Support
We stay engaged through delivery — your sounding board, reviewer, and escalation path as your team executes on the plan.
Ongoing
5
Measure & Evolve
We revisit, measure results, and adapt the strategy as AI capabilities evolve. The best strategies are living documents.
Quarterly

Let's talk about your AI opportunity

No sales pitch. A real conversation with Liam about your situation and where ynotus ai can help.

Schedule a Call with Liam
Our Services

AI advisory built for how businesses actually work

No theoretical frameworks. No vendor kickbacks. Just rigorous, practical guidance that gets AI working in your business.

01
AI Strategy & Roadmapping
The foundation for everything
+

Where are you, and where should you go?

Most companies either rush into AI without a plan or wait so long the window closes. Our strategy engagements give you a clear, honest picture of your AI maturity and a prioritised roadmap of exactly what to build, buy, or defer — and why.

  • AI maturity assessment
  • Opportunity prioritisation framework
  • Build vs buy vs partner analysis
  • 12–18 month roadmap
  • Executive presentation deck
  • Governance & risk considerations
02
Use-Case Discovery Sprint
Fast, focused, high-ROI
+

Find the AI opportunities hiding in your business

Our 2-week sprint process immerses us in your operations, workflows, and data — emerging with a ranked list of AI use cases along with ROI estimates, complexity ratings, and recommended next steps.

  • Workflow and process mapping
  • Data availability audit
  • Use-case scoring and ranking
  • Quick-win identification
  • ROI modelling for top opportunities
  • Vendor landscape shortlist
03
Implementation Advisory
Ship it, don't shelf it
+

From plan to production, with us alongside you

AI projects fail not because the technology doesn't work — but because of poor vendor selection, underestimated data work, or change management gaps. We embed with your team during delivery to keep projects on track.

  • Vendor selection & RFP support
  • Technical architecture review
  • Data pipeline advisory
  • Agile delivery coaching
  • Stakeholder alignment
  • QA and testing frameworks
04
Executive AI Education
Informed leaders move faster
+

Give your leadership team the AI fluency they need

AI initiatives stall when leadership doesn't have the vocabulary, context, or confidence to make good decisions. Our executive workshops turn skeptics into informed champions.

  • Half-day or full-day formats
  • Industry-specific case studies
  • Hands-on AI tool demos
  • Q&A with real AI systems
  • Custom briefing materials
  • Follow-up coaching sessions
05
AI Performance & Measurement
Prove the value, keep the investment
+

Measure what matters, communicate what counts

Most AI projects don't fail technically — they lose funding because they can't demonstrate value clearly enough. We help you define the right KPIs and create reporting that keeps investment flowing.

  • AI KPI framework design
  • Baseline and benchmarking
  • Dashboard configuration
  • Attribution methodology
  • Board and exec reporting
  • Ongoing measurement support

Not sure which service fits?

Most clients start with a discovery call. In 45 minutes we can tell you exactly where we'd focus.

Book a Free Call
Get in touch

Let's talk about your AI future

Whether you have a specific project in mind, a question about where to start, or just want a second opinion on your AI strategy — we're here for it.

Email
liam@ynotusai.com
Discovery call
Free 45-min session with Liam
Response time
Within 1 business day
Common questions
How long does a typical engagement take?
Strategy engagements run 4–6 weeks. Discovery sprints are 2 weeks. Implementation advisory is ongoing.
Do you work with specific industries?
We work across retail, financial services, logistics, healthcare, professional services, and more.
What size company do you work with?
We work best with companies between 50 and 5,000 employees — large enough to have meaningful data, nimble enough to move.
Send a message to Liam

We respond within 1 business day. Your info is never shared.

Our Product

Recognaize — AI Search Visibility for Every Business

The world's leading AI tools are now the first place people go to find products and services. Is your brand showing up?

What is Recognaize?

Your brand, seen by AI — or invisible to it

Recognaize scans how ChatGPT, Claude, Perplexity, and Grok describe your business — then gives you a score, shows you the gaps, and tells you exactly how to fix them.

Try Recognaize Free →
ChatGPT
AI visibility score tracked
82
Perplexity
AI visibility score tracked
67
Claude
AI visibility score tracked
91
Grok
AI visibility score tracked
74
How it works

Three steps to AI visibility

1
Scan

Enter your website. Recognaize queries every major AI platform and captures exactly how they describe you — or if they mention you at all.

2
Score

Get a clear AI Visibility Score with a breakdown by platform — so you know exactly where you stand and where the gaps are.

3
Fix

Get a prioritised action list — specific, practical steps to improve how AI platforms describe and recommend your business.

Who it's for

Any business that wants to be found by AI

Whether you're a local business, a growing brand, or a national enterprise — if customers are asking AI assistants for recommendations in your category, you need to know what AI is saying about you.

Scan your brand free →
Local restaurants, shops & services
E-commerce & DTC brands
Professional services firms
Healthcare providers & clinics
Hotels, travel & hospitality
Enterprise & multi-location brands

Start with a free scan

Enter your website and see your AI visibility score in under 30 seconds.

Try Recognaize Free →