Capability/ data_&_analytics - stage 01 of the method

Your data knows where the
profit is trapped. We ask it properly.

Rigorous analytical methods - not chart-gazing. We find the patterns in your operation, work out what's actually driving results, and explain it in plain English so you can act with confidence.

What we do/01

Analysis that survives scrutiny.

causal_analysis

What actually drives your results - not what merely correlates with them. The difference is where bad decisions come from.

retention_&_churn

Which clients are at risk, which are quietly unprofitable, and what intervention actually changes the outcome.

process_mining

Where time really goes inside your workflows - measured from system data, not from what people remember in meetings.

forecasting

Revenue and capacity forecasts with stated confidence intervals. Fewer surprises, better planning.

impact_measurement

Did the change work? Measured against baseline, honestly - including when the answer is no.

data_platform

The pipelines and models that make all of the above repeatable - warehouse, dbt, BI, governed and documented.

data_reconstruction

Years of messy records - spreadsheets, legacy back-offices, acquired books - rebuilt into clean, governed datasets your firm can actually query, report from and audit.

regulatory_back_reporting

When reporting errors surface, we rebuild the true record from source data and produce the corrected submissions - transaction back-reporting done systematically, not heroically.

suitability_drift

Portfolio risk versus documented profile, monitored continuously - conduct risk surfaced as it emerges, not when the annual file review finds it.

The point of it all/02

Questions become queries. Try it.

When your data is joined, the questions from the self-test stop being projects and start being seconds. Pick one - and notice the SQL is readable. That's deliberate: your compliance team and your auditor can check the question we asked, not just trust the answer.

ask_your_firm - query_consoledemo data
How we work/03

Real analysis, not just pretty charts.

  • We start with the business question, not the tools. The deliverable is a decision, not a dashboard.
  • We tell you upfront if your data can't answer it. Cheaper to hear that in week one than month three.
  • We test conclusions multiple ways and show you how confident you should actually be in each finding.
  • We say what would change our conclusions - so you know what to watch as conditions move.
  • Everything ships as documented code, so your team can re-run, audit and extend it without us.
Output of stage 01

A trapped-cost ledger, ranked by £.

Every engagement starts here: a quantified map of where margin is leaking, what each leak costs annually, and which fix pays back fastest. Then we build what stops it →