Start with two greens. Finish with six.
An owner-led professional services firm scored 1.4–3.1 across every business area in the TAB Business Diagnostic — not one area performing. Step one moves Planning and Financial Management from red to green, and that is where this case study begins. What follows is the sequence from two greens to six, and the diagnostic chart twelve months later.
Bottom line
The firm is not under-performing everywhere for nine different reasons. It is under-performing for one: nothing is measured, so nothing is managed. Vision scores 1.0. Financial controls score 1.0. Sales metrics score 1.0. Customer feedback scores 1.0. The business runs on the owner’s memory.
Fix Planning and Financial Management first — they are the two highest-gap areas (−3.0 and −2.2) and they are the cheapest to move, because both are built from decisions the owner already controls. No hiring, no spend, no market dependency. 90 days.
The lever is AI — priority 5.0, performance 3.1, the strongest priority area in the report. The owner has already bought in. Point it at the two places bleeding hours (bid production, IT firefighting) and you fund the rest of the plan out of reclaimed time, not new budget.
The starting picture
The case study opens after step one: Planning and Financial Management re-scored into green, everything else untouched. Two green, three at risk, four critical. Bar = performance. Diamond = priority. The distance between them is the gap the owner feels every day but has never seen plotted. Switch to As diagnosed to see the raw report the owner filled in.
At risk 2.5–3.4
Performing 3.5–5.0
Priority rating
Priority vs performance — the misalignment map
Top-right is where a healthy business lives: high priority, high performance. Bottom-right is the danger zone — it matters most and you do it worst. Top-left is the quiet killer: you are excellent at something nobody asked you to be excellent at.
What the coach sees that the owner doesn’t
Three readings that are invisible in the raw scores and change the entire sequencing of the engagement.
The 1.0s are all the same failure
Seven sub-areas scored a flat 1.0 — Vision, Operational Financial Controls, Sales Skills, Sales Metrics, Digital Sales, Sales Incentives, Customer Feedback, Customer Retention, Service Technology. These are not nine separate problems. They are one absence: no written standard, no number attached, no review date. Everything else in the report is a symptom.
Two areas are over-performing — and that’s the problem
Companies That Bid for Work scores 3.1 performance against a priority of 1.0 (+2.1). IT scores 2.4 against 1.8 (+0.6). The owner rated both near the bottom of what matters, then spends real hours doing them well. That is the most expensive kind of competence: it consumes the week and it does not compound. Bid work in particular is manual, slow, and rated insignificant.
The AI strategy is standing on a 1.3
AI Strategy & Readiness scored 5.0 — full leadership commitment, roadmap, identified use cases. But Data Management & Compliance scored 1.3 and IT was rated priority 1.8. You cannot run a 5.0 AI ambition on 1.3 data. Either the AI priority is aspirational, or the IT priority is mis-rated. It is the second one.
Step one — move two areas from red to green
Planning and Financial Management. Not because they are the worst, but because they are the only two red areas that can be moved without a single external variable. Below is what each answer has to become — and what has to physically exist in the business for that answer to be honest.
Planning · 1.7 → 4.1
| Sub-area | Before | After | What must exist for the new answer to be true |
|---|---|---|---|
| Vision & Strategic Direction | 1.0 | 4.0 | One page: 3-year picture, who we serve, what we refuse. Signed, distributed, referenced in the Monday meeting. Formal review date in the calendar. |
| Strategic Planning & Key Metrics | 1.8 | 4.2 | 5 SMART goals, 5 critical success factors, 5 company KPIs on one dashboard reviewed monthly. |
| Leadership & Strategic Facilitation | 2.3 | 4.3 | Core values written and used in one real decision. Facilitated quarterly session already scoring 4 — keep it. |
| Strategic Analysis & Differentiation | 1.7 | 4.0 | SWOT run with the team, differentiators written into the sales deck, top 5 risks with named owners. |
| Accountability & Execution | 1.7 | 4.0 | Accountability chart signed. Weekly 60-minute execution meeting with a scorecard and a “who owns it by when” column. |
Financial Management · 1.8 → 4.0
| Sub-area | Before | After | What must exist for the new answer to be true |
|---|---|---|---|
| Cash Flow & Liquidity | 4.5 | 5.0 | Already the firm’s strongest score. Add a 13-week rolling forecast and it is a 5. |
| Budgeting & Expense Management | 1.7 | 4.0 | 12-month budget, monthly variance report, a standing 30-minute variance review with a corrective-action column. |
| Profitability & Performance Measurement | 1.7 | 4.0 | Gross margin by service line, monthly. ROI test applied to every expenditure over a set threshold. |
| Accounting & Financial Reporting | 1.7 | 4.0 | Monthly close by day 10. Four ratios tracked against industry benchmark. |
| Financial Planning & Strategy | 1.3 | 3.7 | Financial strategy tied to the 3-year vision. Quarterly re-forecast. |
| Risk & Compliance | 1.5 | 3.5 | Insurance review completed. Quarterly performance review booked with the lender. |
| Operational Financial Controls | 1.0 | 4.0 | Purchase-order system live. Written approval thresholds. Segregation of who orders and who pays. |
The coach’s test for every re-score
An answer only moves when an artefact exists that a stranger could find without asking the owner. A document, a recurring calendar entry, a report with a date on it, or a system that refuses the transaction. Intention is not a 4.
Protect · fix · automate · stop
Every diagnostic produces a to-do list. The value is in the stop list.
| Verdict | Area | Score | Coach’s call |
|---|---|---|---|
| Protect | Cash Flow & Liquidity | 4.5 | The highest score in the entire report. Liquidity and access to credit are intact — which is the only reason there is time to run a transformation at all. Do not touch it, do not spend it. |
| Protect | AI Strategy & Readiness | 5.0 | Leadership is committed, use cases identified, roadmap exists. This is rare and it is the engine of the whole plan. Convert it from readiness into deployment within 90 days or the enthusiasm decays. |
| Protect | Bid — Customer & Market Positioning | 4.2 | The firm knows who it sells to and why it wins. That knowledge is the raw material for the Marketing rebuild in Q2 — it is not missing, it is unexpressed. |
| Fix | Planning | 1.7 | Largest gap in the report (−3.0) against the 3rd-highest priority. Step one. Cost: owner time only. |
| Fix | Financial Management | 1.8 | Gap −2.2. Cannot delegate KPI ownership to a bookkeeper. Step one. |
| Fix | Marketing / Sales | 2.0 / 1.7 | Combined gap −4.9 and the direct cause of dependency on bid work. But do not start here — with no KPIs and no margin visibility, growth spend is unmeasurable. Q2 and Q3. |
| Quick win | Information Technology | 2.4 | A single 6-week project moves this to 3.5: MFA, backup and recovery test, endpoint policy, data retention rule, one source of truth for customer data. Low cost, fixed scope, and it is the precondition for the AI roadmap. Leaving IT amber keeps it as a background tax on the owner’s week — energy spent, nothing gained. |
| Automate | Companies That Bid for Work | 3.1 | Rated insignificant as a priority, yet performing at 3.1 and consuming days per tender. Do not improve it and do not abandon it — put an AI agent on it. Past bids, technical library, pricing rules and qualification criteria become the corpus; the agent drafts, the owner edits. Target: 60–70% fewer owner hours at equal or better win rate. Minimal resource, immediate return. |
| Stop | Manual proposal production | — | Every hour spent hand-building a document for a priority-1.0 activity is an hour not spent on a priority-4.8 one. Kill it as a manual process the moment the agent pilot clears. |
| Stop | Reactive IT firefighting | — | No policy means every incident escalates to the owner. Replace with a written standard and a support contract. |
| Watch | Personal Well-Being | 2.6 | The honest number: it will get worse before it gets better. A transformation year adds load. The reclaimed bid and IT hours are what protect it — that is not a wellness perk, it is the delivery mechanism for the plan. |
Where AI does the work
Bid drafting agent (Q1) · financial variance narrative from the monthly close (Q1) · content engine for Marketing from the existing differentiators (Q2) · call and pipeline summarisation for Sales (Q3) · first-line service response and feedback classification (Q4). Each one converts an existing 1.0 into a 3+ without a headcount decision.
Week one
Owner time only. No spend, no hiring, no consultants. Roughly 7 hours across five days. This week exists to create the artefacts that make the Planning and Financial re-scores honest.
Write the vision draft alone
Three questions on one page: what business are we in three years from now, who exactly do we serve, what do we refuse to do. No team, no polish. This single page is the fix for the report’s lowest score.
Owner
Build the 13-week rolling cash forecast
One sheet. Four weeks of actuals, thirteen weeks forward, updated every Monday. Cash is already the firm’s 4.5 — this makes it defensible instead of intuitive.
Owner + bookkeeper
Split last 12 months into service lines
Maximum five lines. Revenue and direct cost only. You are looking for the line that is busy and unprofitable. It will be there, and nobody currently knows which one it is.
Owner + bookkeeper
Audit the last 12 bids
Hours invested, won or lost, gross margin delivered. This produces the business case for the AI bid agent and, more importantly, the number of hours the owner is about to get back.
Owner
Book the operating rhythm
A recurring 60-minute leadership meeting, same slot, next 13 weeks, one agenda template: numbers, blockers, decisions, owners. Sending the invitation is the act that starts Accountability & Execution moving.
Owner
Lock the 90-day plan with the TAB coach
Three goals maximum, each with a number and a date. Everything else is parked in writing so it stops competing for attention.
Owner + facilitator
Month one
Target at day 30: Planning 1.7 → 2.8, Financial Management 1.8 → 2.9. Both still amber. Green arrives at day 90, when the artefacts have survived three review cycles.
Foundations
As above. Vision draft, cash forecast, service-line margin, bid audit, meeting rhythm, 90-day plan.
Strategy on one page
Vision draft becomes a one-page plan: vision, three pillars, five critical success factors, five KPIs. Accountability chart drafted — roles and decision rights, not job titles. Chart of accounts cleaned so a monthly close by day 10 is physically possible.
Numbers go live
Five company KPIs published on one dashboard. First 12-month budget with a monthly variance review already in the calendar. Purchase-order policy written with a written approval threshold. SWOT session run with the team.
First cycle, first test
Trial monthly close. First variance review — the meeting matters more than the accuracy. First scorecard-driven leadership meeting. AI bid agent scoped: one pilot, past bids as the corpus, a named tender as the test case. Six-week IT project scoped and quoted.
| Artefact | Owner | Evidence |
|---|---|---|
| One-page strategic plan, signed | CEO | Document |
| Five KPIs published and reviewed at least twice | CEO | Dashboard |
| 13-week cash forecast updated four times | Bookkeeper | Sheet history |
| Gross margin by service line for 12 months | Bookkeeper | Report |
| Accountability chart drafted | CEO | Chart |
| PO policy and approval threshold in force | CEO | Policy + system rule |
| Four leadership meetings held with scorecard | CEO | Minutes |
| Bid agent pilot scoped, IT project quoted | CEO | Scope docs |
Quarter and year — high level
One theme per quarter. The sequence is not negotiable: you cannot measure marketing that you cannot cost, and you cannot cost anything without a monthly close.
| Quarter | Theme | Moves | Diagnostic effect |
|---|---|---|---|
| Q1 | Make it visible | Planning and Financial Management to green. Six-week IT hardening project. AI bid agent pilot live. Guardrail: no new marketing or sales spend until the KPIs are running. | Planning 1.7→4.1 · Financial 1.8→4.0 · IT 2.4→3.5 · owner hours on bids −50% |
| Q2 | Build demand | Positioning and offer rebuilt from the differentiators the firm already articulates well in bids. Content engine with AI. Lead-generation system with a cost-per-lead number attached from day one. | Marketing 2.0→3.0 · AI 3.1→3.7 |
| Q3 | Convert it | Sales system: defined stages, CRM discipline, weekly pipeline rhythm, sales KPIs, a training cadence, and an incentive design. The four 1.0 scores in Sales all sit here. | Sales 1.7→3.0 · Marketing →3.3 |
| Q4 | Keep it | Customer service baseline: response standard, ticketing, a feedback loop that produces a number, AI first-line response. Annual plan review and re-diagnostic. | Customer Service 1.4→3.0 · Sales →3.5 · Marketing →3.6 · AI →4.2 |
Year — what the owner is buying
- A business that reports on itself monthly without being asked
- Five numbers that predict the sixth
- Revenue that comes from a marketing and sales system rather than from tenders
- Roughly one day a week back, taken out of bid production and IT firefighting
- A vision the team can repeat without reading it
Year — what will try to stop it
- Reversion in Q3. Financial discipline is the first thing dropped when a big tender lands. If the monthly close slips twice, Financial falls back to 3.0 amber and takes Planning with it.
- Marketing started too early. Spend before KPIs produces activity that cannot be judged, and the owner concludes marketing does not work.
- AI as a tool hunt. Priority 5.0 makes it tempting to buy software. The agent is scoped to one process with one measured hour-count, or it becomes a hobby.
- Owner load. Personal Well-Being at 2.6 is the constraint on every other line in this plan.
The after picture
Twelve months on. Six areas performing, three at risk, none critical. Faded markers are where each area started at step one; the arrow is the distance travelled.
| Business area | Priority | Diagnosed | Start | Day 90 | Month 12 | Gap | Note |
|---|---|---|---|---|---|---|---|
| Artificial Intelligence | 5.0 | 3.1 | 3.1 | 3.4 | 4.2 | −0.8 | Readiness converted to deployment across five processes |
| Marketing | 4.8 | 2.0 | 2.0 | 2.4 | 3.6 | −1.2 | Red → green. Started only after the numbers existed |
| Planning | 4.7 | 1.7 | 4.1 | 4.1 | 4.1 | −0.6 | Step one. Held through four quarterly reviews |
| Financial Management | 4.0 | 1.8 | 4.0 | 4.0 | 4.0 | 0.0 | Step one. The line most at risk of regression |
| Sales | 3.8 | 1.7 | 1.7 | 2.2 | 3.5 | −0.3 | Red → green. Four 1.0 sub-scores rebuilt in Q3 |
| Personal Well-Being | 3.6 | 2.6 | 2.6 | 2.6 | 3.2 | −0.4 | Honest: dips in Q2–Q3, recovers on reclaimed hours |
| Information Technology | 1.8 → 3.5 | 2.4 | 2.4 | 3.5 | 3.5 | 0.0 | Quick project. Priority re-rated — an AI roadmap needs it |
| Customer Service | 3.0 | 1.4 | 1.4 | 1.8 | 3.0 | 0.0 | Red → amber. Baseline only; the Q4 target is a floor, not a finish |
| Companies That Bid for Work | 1.0 | 3.1 | 3.1 | 3.2 | 3.4 | +2.4 | Deliberately still over-performing — but now at near-zero owner hours |
Why the bid area is still over-performing at month 12
Over-performance is only a problem when it is expensive. The agent kept the win rate and removed the cost, so the +2.4 gap stops being a warning and becomes a margin. This is the one place in the report where the right answer was automation rather than either improvement or abandonment.
Scoreboard movement
| State | Green | Amber | Red | Avg |
|---|---|---|---|---|
| As diagnosed | 0 | 3 | 6 | 2.20 |
| Start · 2 green | 2 | 3 | 4 | 2.71 |
| Day 90 | 3 | 3 | 3 | 3.02 |
| Month 12 | 6 | 3 | 0 | 3.61 |
The five numbers the owner reviews monthly
- Gross margin by service line
- 13-week cash position vs forecast
- Qualified leads and cost per lead
- Pipeline value and stage conversion
- Owner hours spent on bid production
Full case study:
Read the complete TAB Business Diagnostic analysis on NIRMAKO
