Your pipeline's broken. Your funnels leak. Your team's exhausted. And AI experiments aren't fixing any of it. You don't need more technology. You need intelligent systems that actually work.
For digital and commercial leaders in complex, technical B2B organisations.
Graph helps marketing leaders build AI-powered growth engines that consistently deliver qualified pipeline through AI-powered diagnostics, entity architecture, and GTM system design — without adding headcount.
Most B2B marketing leaders are fighting the same five battles:
Data chaos — CRM full of duplicates, enrichment tools that don't talk, sales doesn't trust the scores
Content bottlenecks — Can't scale fast enough, SMEs won't contribute, everything takes three times longer
Attribution theatre — Pretty dashboards that don't prove ROI, manual reporting consuming days every month
Competitive copying — Can't innovate publicly, everything gets stolen, losing speed advantage
Team capacity crisis — Doing the work of 20 with 7 people, no time for strategic thinking
You've tried solutions. New tools that created more complexity. Agencies that didn't understand your business. AI experiments that fell apart in production.
The problem isn't lack of AI. The problem is manual systems that can't scale, fragmented data nobody trusts, and no clear path from effort to revenue.
Building predictable growth requires five connected capabilities working as an integrated system:
Self-healing data systems that automatically enrich, deduplicate, and score — creating data quality sales teams actually trust.
Explore: Building intelligent data systems →
Content engines that scale creation 10x while maintaining your voice, expertise, and quality standards.
Explore: Building AI content engines →
Intelligent CRO that continuously tests, learns, and optimises — improving conversion without constant manual intervention.
Explore: Building conversion systems →
Search systems designed for how buyers research in 2025 — optimising for AI answer engines and traditional search simultaneously.
Explore: AI search optimisation playbook →
Attribution systems that automatically connect marketing activity to pipeline — proving impact without manual reporting.
Comprehensive analysis identifying what's broken, what's leaking, and where AI creates biggest impact fastest.
What you get: Data quality assessment, funnel leak identification, system integration audit, 90-day roadmap
Typical engagement: 2-week diagnostic, prioritised improvement plan
Focused 6-8 week engagements fixing specific high-impact problems — conversion, visibility, or funnel performance.
What you get: Measurable improvements, implemented systems that keep working, team capability building
Typical engagement: 6-8 week sprint, clear before/after metrics
Ongoing AI-powered marketing operations — data enrichment, content production, CRO, and search optimisation.
What you get: Marketing system that runs continuously, monthly reporting, strategic recommendations, growth capacity
Typical engagement: Monthly retainer, 6-month minimum
Challenge: Manual data processes, 3-month content cycles, couldn't prove ROI, losing to more visible competitors
Outcome: 15 hours/week saved through automated enrichment • 8x content production increase • £2.1M influenced revenue proven • 340% organic visibility increase
Challenge: CRM data sales didn't trust, content bottleneck, no AI search visibility, couldn't scale without headcount
Outcome: Data quality 42% → 91% • 47 technical pieces in 6 months (vs 6 previously) • Featured in 23 AI answer engines • 2.4x pipeline growth, same team size
The AI marketing blueprint → — Framework for building intelligent marketing systems
Building AI content engines → — Scale content 10x without sacrificing quality
AI search optimisation playbook → — Optimise for ChatGPT, Perplexity, and traditional search
Data enrichment systems → — Building self-healing data sales trusts
Revenue attribution guide → — Prove marketing impact without manual reporting
Competing without getting copied → — Innovation when everything gets stolen
Run the growth diagnostic → — 15-minute assessment showing what's broken and what to fix first
Marketing system maturity model → — Interactive tool mapping your current state
Subscribe to The Agentic Leader → — Weekly insights on AI-powered marketing and B2B growth
Latest articles → — Recent thinking on marketing systems and AI integration
Run the growth diagnostic
15-minute assessment showing exactly where you're losing pipeline and what to fix first.
Run the diagnostic →
Book a strategy call
60-minute session reviewing your situation and outlining a transformation roadmap.
Book a call →
Download the AI marketing blueprint
Framework for building intelligent systems across data, content, conversion, search, and attribution.
Download the blueprint →
Quick wins (data cleaning, automation): 2-4 weeks. Meaningful pipeline impact: 8-12 weeks. Full transformation: 6-9 months. We focus on demonstrable improvements every 30 days.
Usually no. Most problems are integration and workflow issues, not tool problems. We add intelligence layer to existing martech, not replace everything.
Most AI tools fail as point solutions without system integration. You need connected systems, not disconnected tools. We build the integration layer that makes AI useful.
Agencies execute campaigns. We build and run your marketing systems. Internal operations augmented by AI, not outsourced execution. You get capability, not just deliverables.
AI pipeline diagnostic: £8K-12K. CRO/Search sprints: £15K-25K. Continuous optimisation: £6K-12K/month. Clear ROI projections provided during diagnostic.
Yes. We often start with focused sprint on highest-impact problem. However, sustainable results require system thinking — fixing content without fixing data creates new bottlenecks.