AI & Growth Consultancy

For digital and commercial leaders in complex, technical B2B organisations.

Your buyers — engineers, specifiers, scientists, procurement — now use AI models to evaluate suppliers before talking to Sales.

If AI can't understand your product knowledge, specifications, or technical content, your company is excluded before the buying process even begins.

Graph solves this with Katelyn - our intelligence engine built for complex and technical B2B, identifying where technical content is invisible to AI evaluation systems and causing pipeline leakage before buyers reach Sales.

Katelyn is the intelligence engine underpinning our offerings.

Using Katelyn, we continuously analyse your entire digital presence and turn it into clear, confident direction about what to do next, revealing where revenue is leaking through AI-invisible content and which changes will drive shortlist inclusion in AI-mediated buyer research. The analysis answers three questions:

• What's working?
• What isn't?
• Where should we focus next to get the biggest impact?

Through Katelyn's analysis, we ensure every page has a job, every topic earns its place, and effort concentrates where it moves the needle—eliminating pipeline leakage from invisible or misaligned content.

The result: less activity, better outcomes, measurable revenue uplift within weeks.

Graph addresses the core GTM challenges facing technical B2B companies:

• Technical content that AI cannot parse or evaluate
• PDF-based knowledge invisible to answer engines
• BOFU assets that fail machine scoring
• Fragmented, inconsistent product narratives
• Low-velocity content pipelines dependent on SMEs
• AI-evaluation blind spots across journeys
• Lack of visibility into revenue leaks
• Confusion about what "AI readiness" actually means for GTM

Using Katelyn to diagnose these structural weaknesses, we turn them into competitive advantage by revealing exactly where AI systems exclude you from shortlists and which fixes deliver the highest pipeline ROI.

Graph provides a systematic GTM architecture, not one-off projects.

Graph specialises in markets where precision, engineering, and technical clarity matter most:

• Advanced Materials
• Industrial & Manufacturing
• Polymers & Chemicals
• Energy & Process Industries
• Engineering & Technical B2B
• Capital Markets Infrastructure
• Technical SaaS & Deep Tech

Our engines are purpose-built for sectors where product complexity is high and buyer evaluation is rigorous.