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Continuous improvement

Data & Analytics

One set of numbers across the whole operation, and a weekly loop that turns them into improvements.

In most firms the numbers live in six places and disagree with each other. Marketing counts leads, the case system counts matters, finance counts fees, and nobody can connect them. We build one reporting layer with one metric dictionary, so every department is measured against the same definitions. Then we run the loop: review the numbers weekly with you, decide what changes, push those changes into marketing, technology and operations, and measure again. That is what makes the operation compound.

The problem

Decisions are made on gut feel or on last month's spreadsheet. Channels that lose money keep running, handlers who need help are not spotted, and forecasts of cash and capacity are guesses.

Who it's for

Firms where the reporting is fragmented, where leadership cannot see channel or team performance clearly, and where growth decisions are being made without the numbers to back them.

What you get

Decisions made on numbers that reconcile, an operation that measurably improves every month, and a leadership team that can see the whole business on one screen.

What the department does

One metric dictionary

Every figure the firm uses, from lead to signed client to settled case to fee, defined once and used everywhere. Marketing, operations and finance stop arguing about whose number is right.

Live dashboards by channel, stage and handler

Cost per signed client per partner and campaign, matters by stage and age, throughput and response times per handler, and cash and fee forecasts, refreshed daily.

Full-funnel attribution

Every signed client traced back to the affiliate, campaign or referral that produced it, and forward to its settled value, so budget and partner terms are set on real return rather than lead cost.

Capacity and cash forecasting

Marketing volume, handler capacity and stage durations combined into a forward view of workload, hiring need and cash, so decisions are made ahead of the pressure rather than under it.

Weekly performance review

A fixed weekly session with the leadership team: what moved, why, and what changes this week. Decisions recorded, owners assigned, and checked the following week.

The improvement loop

Every finding becomes a change in another department: a partner's terms renegotiated, a system stage automated, a process shortened, a hire brought forward. Then measured again.

How it runs

Weeks 1–2

Data audit

Where the numbers live, what they mean, what is missing, and which decisions the firm is currently making blind.

Weeks 3–6

Build the layer

Definitions agreed, sources connected, first dashboards live. The first weekly review happens before the full build is finished.

Ongoing

Run the loop

Weekly reviews, monthly forecasts, and a continuous stream of changes pushed into the other three departments and measured.

What you receive

  • Metric dictionary agreed and adopted across the firm
  • Reporting layer connected to marketing, case, telephony and finance data
  • Dashboards for leadership, team leads and partners
  • Attribution from source to signed client to settled case
  • Rolling capacity and cash forecast
  • Weekly review with recorded decisions and follow-through

What it looks like

A firm with four lead sources believes its cheapest channel is its best. Once every signed client is traced through to settled value, that channel turns out to produce the lowest-value matters with the highest drop-out. Spend is moved, partner terms are renegotiated on quality, and the same budget produces materially more fee income. The change was made in one weekly review.

The other departments

Is data & analytics where growth is blocked?

Book a two-week diagnostic. You'll get a written plan for this department, what it costs and what it should return.

Book a diagnostic