Data Strategy Services

The data foundation that makes AI work.

Layer 1 of the three-layer architecture. Before AI can run anything reliably, the data underneath it must be structured, clean, and governed. This is where that foundation gets built — in eight weeks, with a money-back guarantee.

Why sequence matters.

85% of AI pilots fail. The most consistent root cause is not the technology — it is the sequence. AI deployed without a clean, governed data foundation amplifies existing problems rather than solving them. Incomplete CRM data produces wrong property descriptions. Inconsistent branch data produces meaningless market briefings. The data infrastructure must come first. Not because it is the most exciting layer — but because without it, nothing built on top of it holds.

Layer 1 · Foundation

Data Infrastructure

The structured, governed data foundation that every subsequent layer depends on. This is what L1 builds.

← Start here. Always.
Layer 2 · Automation

Agentic Operating System

The instruction architecture that converts your operational knowledge into a proprietary framework your AI stack runs on. Requires L1 to function correctly.

Requires L1 to function correctly
Layer 3 · Intelligence

Agentic Nervous System

AI at the centre. Human expertise applied only where it creates the highest value. Viable only once Layers 1 and 2 are solid.

The compounding advantage

Without a clean L1 foundation, every agent you deploy is running on unstable ground. This is why pilots that work in demo degrade in production. The technology is not the problem. The architecture underneath it is.

MOST POPULAR

Data Strategy Intensive

£8,000
Timeline: 8 weeks

Layer 1 of the three-layer architecture. We audit your current data position across every branch, design the governance framework, build the compliance infrastructure, and deliver 2-3 early milestones that prove the approach — all in 8 weeks. This is not a report that sits on a shelf. It is a working foundation your AI stack runs on. If the engagement does not deliver what was projected in the pre-engagement audit, the fee is returned. No conditions.

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Minimal time commitment from your team. We do the heavy lifting.

8-Week Data Infrastructure Engagement Week 1-2: Discovery & Assessment System Audit Data landscape mapping Stakeholder Interviews Pain points & requirements Gap Analysis Maturity scoring Week 3-4: Strategy & Roadmap Priority Mapping ROI-driven initiatives 3-Phase Roadmap 12-month timeline Tech Stack Architecture design Week 5-8: Foundation Build & Early Milestones Data Layer Build Connecting branches & CRM Governance Framework Standards & ownership Compliance Integration AML, Consumer Duty, GDPR Complete Deliverables Package ✓ Data Architecture Blueprint ✓ Governance Framework ✓ 2-3 Early Milestones Delivered ✓ 12-Month Roadmap to L2 & L3 8-Week Engagement · Money-Back Guarantee · £8,000

What You Get

Week 1-2: Discovery & Audit

  • Complete data assessment across all branches
  • CRM and system integration analysis (Reapit, Dezrez, Jupix)
  • Stakeholder interviews with branch managers and ops team
  • Data quality audit across sales, lettings, and management
  • Current state documentation

Deliverable: Current State Analysis

Week 3-4: Strategy & Roadmap

  • Data architecture blueprint for your specific branch configuration
  • Governance framework — standards, ownership, maintenance
  • Compliance infrastructure — AML/KYC, Consumer Duty, CPR/NTSELAT, GDPR Art. 28
  • Early milestones identified and scoped
  • 90-day implementation plan

Deliverable: Strategic Roadmap

Week 5-8: Foundation Build & Early Milestones

  • Data layer build — connecting branches, CRM, and reporting
  • Early milestone implementation — 2-3 working systems delivered
  • Governance framework activated
  • Team training and handover documentation

Deliverable: Working Systems

The money-back guarantee.

The guarantee is simple: before the engagement begins, we project the RPE impact in pounds based on your specific headcount and branch count. If the engagement does not deliver what was projected within 60 days, the fee is returned. No negotiation. No conditions.

We project in pounds before we start — not in hours saved or processes automated. Those are delivery metrics. The only metric that matters to a director is revenue per employee. That is what we track, and that is what we stand behind.

  • ✓ RPE projection agreed before engagement begins
  • ✓ Milestone tracking from week one
  • ✓ Full fee returned if the projection is not met
  • ✓ No questions, no fine print

Who This Is For

✓ Perfect Fit

  • Multi-branch estate agencies — 5 to 50 branches
  • Revenue between £5M and £50M
  • Run an AI pilot that degraded in production — or haven't tried because you suspect the data isn't ready
  • Carrying personal regulatory liability under AML, Consumer Duty, or GDPR and need that compliance layer built properly
  • Ready to build the foundation before deploying agents

✗ Not a Good Fit

  • Single-office agencies — wrong economics
  • Agencies with a mature data team and established governance already in place
  • Not ready to change how data ownership and quality are managed
  • Looking for a report to present to the board rather than a system to run

Most agencies that complete the Data Infrastructure engagement move to L2 within 60 days. Not because we push them to — because they have seen the foundation hold and they understand what building the agentic operating system on top of it is worth. Everything from L1 carries forward. No wasted discovery. No starting over.

Full Infrastructure Stack Data Sources Layer Branch Systems CRM & Sales Finance Systems Operations Integration & ETL Layer Data Pipelines API Gateway Data Quality Storage & Governance Layer Data Warehouse Data Lake Master Data Analytics & Intelligence Layer BI Dashboards Reports AI/ML Models Self-Service 3-4 Month Implementation · End-to-End Data Platform

System Design & Implementation

£50,000–£90,000
Timeline: 6-8 Months

The full L1 build. Once the Data Infrastructure engagement has proven the approach and scoped the architecture, this programme builds your complete data foundation — unified branch data, governance framework, compliance infrastructure, automated reporting — and lays the groundwork for L2. Everything from the initial engagement carries forward and accelerates delivery by approximately 40%.

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What's Included

Strategy & Governance

Everything from the Strategy Intensive, plus:

  • Complete data governance framework
  • Operating model design
  • Security architecture
  • Risk management framework

Design & Infrastructure

  • Data platform architecture design
  • Multi-branch integration
  • Automated reporting systems
  • Real-time visibility dashboards
  • Data quality processes
  • Team training & 90-day support

The Data Infrastructure engagement was designed as the entry point to this programme. The audit, architecture, and compliance work done in weeks 1-4 directly informs the build. No wasted discovery.

Enterprise Transformation

£150,000+
Timeline: 12+ months

The complete three-layer build — data infrastructure, agentic operating system, agentic nervous system. For estate agency groups with 20 or more branches that have leadership buy-in, are ready for change management at scale, and understand that the goal is not incremental efficiency gains but a structurally different business with a fundamentally different revenue-per-employee ratio.

DISCUSS YOUR REQUIREMENTS
Enterprise AI Infrastructure AI Strategy & Governance Risk Management Use Case Library AI Roadmap AI Tools & Models GPT/Claude Automation ML Models Analytics Data Infrastructure Data Warehouse APIs Data Pipeline Quality Layer Operations & Implementation Change Management Training Programs Support & Maintenance Monitoring & Analytics 6-12 Month Implementation · Full Enterprise Rollout

What's Included

AI Strategy & Roadmap

  • Data maturity assessment
  • Use case identification
  • ROI modeling
  • Risk analysis
  • Custom roadmap

AI Infrastructure

  • AI platform architecture
  • Model selection & deployment
  • System integration
  • Monitoring & governance
  • Security framework

AI Operations & Enablement

  • Multi-location rollout
  • Team training & certification
  • Change management
  • Performance monitoring
  • Ongoing optimization

Prerequisites: This program requires completed data infrastructure (either through our System Design & Implementation program or equivalent). Why? Because automation doesn't fix bad data — it amplifies it. You need the foundation first.

Who This Is For: Large estate agency groups (20+ branches) ready to deploy unified data systems and automation across every office. You have clean data, good governance, and leadership buy-in. Now you want intelligent automation to multiply your competitive advantage.

£75K
average UK estate agency revenue per employee today
£160K–£220K
AI-Native target RPE by branch size
85%
AI pilots that fail without a proper foundation layer

If you've been burned by consultants who delivered slide decks instead of working systems, or vendors who promised AI results that never materialised — you are in the majority. 85% of AI implementations fail. The reason is almost always the same: no data foundation, no framework, no accountability for the outcome in pounds. That is exactly why every engagement starts with a pound-value projection agreed before any work begins, and ends with the fee returned if that projection is not met.

Where to start.

Not sure where to start? Here's a quick comparison. When in doubt, start with the Data Strategy Intensive — it's designed to help you make this exact decision with data instead of guesswork.

Criteria Data Strategy Intensive System Design & Implementation Enterprise Transformation
Investment £8,000 £50,000–£90,000 £150,000+
Timeline 8 weeks 6-8 months 12+ months
Best For Agencies building the foundation Agencies ready for the full L1 build Large groups — full three-layer architecture
Deliverables Data architecture + governance + 2-3 early milestones Complete data foundation Full three-layer architecture
Guarantee ✓ Win Your Money Back Results-based milestones Custom SLAs

Request Your Free Data Strategy Audit

Answer a few quick questions about your agency and we'll send a personalised data strategy brief within 48 hours — tailored to your specific setup, challenges, and goals.

Step 1 of 3 33%

How many branches does your agency group operate?

Agency leaders across the UK trust our methodology to transform their data operations

Prefer to Talk It Through?

Book a free 30-minute discovery call and we'll help you choose the right starting point. We'll look at your current data setup, your goals, and your constraints — then recommend the path that makes the most sense.

No sales pitch. Just honest advice — whether you work with us or not.

BOOK FREE DISCOVERY CALL

Looking for AI Infrastructure instead?

If you're ready to deploy AI agents into your CRM in 6 weeks, our AI Foundation Sprint is a separate service family.

View AI Infrastructure Services →