FIND YOUR
AI WINS.
BEFORE YOU BUILD.
London AI consultancy. We map your processes, score your data readiness, and hand you a prioritised plan — so you spend money on the right thing, not just something.
Fixed price. 2–4 weeks. You own everything we produce.
Let's Talk →FIVE AUDIT DELIVERABLES
PROCESS MAPPING
We document and score every workflow for AI potential. Not theory — we sit with your team and map what actually happens, then rate each process against effort, value, and feasibility.
Scope and price confirmed before we start. 2–4 weeks delivery.
YOUR DATA ISN'T
READY YET.
73% of failed AI projects had weak data foundations. Before any build, we score your data quality, accessibility, and structure against what AI actually needs — and give you a clear picture of the gaps that would kill a project if left unaddressed.
- ✓ Data quality scoring across all sources
- ✓ Accessibility and permissions audit
- ✓ Structure gap analysis vs AI requirements
- ✓ Remediation roadmap before you build
Structured. Validated. Ready for analysis.
HOW THE
AUDIT WORKS
Four weeks. One clear output. You leave with a prioritised action plan, not a 60-slide deck full of caveats.
Discovery
We interview your team, shadow key workflows, and map every process against AI potential.
Assessment
Data readiness scored. Use cases ranked by ROI, risk, and time-to-value. Gaps identified.
Action Plan
Written report. Top 3 opportunities. Cost estimates. Build roadmap. Yours to keep.
The audit is vendor-agnostic. We recommend what fits your stack and budget — not what benefits us. If we're not the right firm to build it, we'll tell you.
E-Commerce Data Integration & Analytics
THE SITUATION
Fragmented data across spreadsheets and APIs. Poor data hygiene with duplicates and missing identifiers. GDPR compliance gaps.
WHAT WE BUILT
Microsoft Fabric data pipeline with star schema, 30+ DAX measures, GDPR-aligned policies, and four-page Power BI dashboard.
Restaurant Operations Analysis
THE SITUATION
Only 5 columns of data available. No context or objectives. Client brief: "Find us something useful."
WHAT WE BUILT
Metric-first analysis with DAX-enriched data. Power BI dashboard revealing operational bottlenecks and revenue opportunities.
How We Work
How They Work
AUDIT
Structured Assessment
We use a proven framework to score processes for AI fit, assess data readiness against real AI requirements, and rank opportunities by ROI and implementation risk.
Copilot & M365
Audit your existing Microsoft AI tools for untapped value.
LLM Fit Assessment
Which processes benefit from language model integration.
Bespoke Build Scoping
Where custom AI outperforms off-the-shelf tools.
No Lock-In Advice
We recommend what fits — not what we're partnered with.
4 WEEKS TO LAUNCH
Data Health Check
- — Team interviews
- — Process walkthrough
- — Data landscape
- — Scope agreement
Process Deep-Dive
- — Map each workflow
- — Time/cost baselining
- — AI fit scoring
- — Stakeholder input
Data Assessment
- — Source audit
- — Quality scoring
- — Gap identification
- — Readiness verdict
Findings & Action Plan
- — Top 3 use cases
- — Build roadmap
- — Cost estimates
- — Presentation & handover
WE'VE SEEN WHAT
FAILED. AND WHY.
73% of failed AI projects had no agreed definition of success. 68% underinvested in data before starting. If your project stalled, one of these four things happened.
No success criteria
Nobody agreed what “working” actually meant. The build finished. Nobody could say if it succeeded.
Data wasn't ready
The AI worked in the demo. Then it hit your actual data — messy, inconsistent, inaccessible — and stalled.
No internal champion
62% of AI tools fail to reach 40% adoption in 6 months. Without someone owning it day-to-day, teams go back to what they know.
The audit addresses all three before anything gets built. We identify the root cause of what went wrong, assess whether the underlying opportunity is still valid, and give you a clear path forward — or tell you honestly if the idea isn't worth pursuing again.
LET'S TALK.
No pressure. No sales pitch. Just honest conversation about how we can help with your data and reporting needs.
Let's talk about your project →