For CFOs

The AI budget request is coming. How do you validate the return?

TIP's evidence-gated AI programme: funding follows evidence, not hope. The Evidence Ledger gates your investment quarterly. Spend → Capability → Value. If evidence isn't proven, the next tranche doesn't release. You don't fund hope. You fund proof.

3.5–6×
ROI on £513k investment (FTSE-250 Global Insurer, 18 months)
£1.8–3M
In-year returns delivered
10%
Headcount non-replacement through attrition

You're going to ask us for an AI investment. Everyone is. But I need to know what success looks like before I write the cheque. And I need proof, not promises.

The problem

Your budget assumptions are already wrong.

Your financial plan for the next 12 months includes assumptions about AI capability that doesn't yet exist. You're planning headcount productivity that you haven't proven. You're budgeting for velocity gains that are just hopes.

Meanwhile, you're already spending £25–35M annually on AI-adjacent services (consultancy, outsourced analysis, vendor selection). That spend is invisible on the P&L because it's scattered. But it's real. And it's growing.

TIP doesn't ask you to bet on hope. It proves capability before the next tranche releases. Your investment is gated by evidence. That's what CFOs need to hear.

De-risking AI investment

The Evidence Ledger: Spend → Capability → Value

TIP's proprietary model means you release funding quarterly only when evidence is proven. No 12-month commitments on hope. No mid-programme pivots costing millions. You invest in tranches. Evidence determines whether the next tranche flows.

How it works

Every TEAM session generates hard data. Transcript Intelligence captures what leaders actually do (not what they report). Mentimeter deltas track confidence shifts in real time. NPS scores provide independent proof of impact. This data feeds into the Evidence Ledger and determines your Gate passage.

Gate 1 · Day 30

Behavioural baseline established. Early shifts visible. First NPS captured. Data flowing. Decision: continue to Day 60?

Gate 2 · Day 60

L0→L2 fluency movement evidenced. Capacity signals emerging. Cohort progress tracked. Decision: continue to Day 90?

Gate 3 · Day 90

≈20% capacity evidenced. Thin slices validated. STEP 2 pathway agreed. Next quarter investment released (or paused).

If your team's average NPS on a PERSONAL or TEAM session is 6 or below, you don't pay. That's how confident we are in the return.

Commercial model

Pricing that aligns with your outcome.

Typical structure for enterprises

STEP 1 (Building capacity): £513k for 350 leaders across 18 months, quarterly gates. Return: £1.8–3M in-year from capacity reclaimed, cost reduction, velocity gains.

Self-funding via COACH2COACH: 10 TEAM sessions self-delivered internally saves ≈£49k vs external commission. By Month 6–9, you have internal facilitators scaling the programme without external cost.

NPS guarantee: Average score 6 or below on PERSONAL or TEAM session? You don't pay for that session. Commercial de-risking means your team owns the outcome.

What you're buying

From the CxO Enterprise Playbook

The CFO's moat used to be financial modelling. AI is commoditising it.

AI creates time. What you do with it determines whether Finance becomes a strategic weapon or a reporting function. Here is what changes for the CFO.

What AI absorbs

Financial analysis, variance reporting, and scenario modelling that once took days is now achievable in minutes. Claude in Excel Agent Mode (live inside M365 since February 2026) handles pensions papers, actuarial scenarios, and multi-year projections natively.

Regulatory compliance scanning, audit trail preparation, and board pack assembly. The operational layer of Finance is being compressed to a fraction of its current effort.

The 2025 Finance objection ("Copilot doesn't handle complex analysis") is resolved. The tools now exist inside your current M365 environment. No new procurement required.

The whitespace: your new obligation

The CFO's whitespace is capital allocation for capability. Not just approving budgets, but designing the investment model that converts AI fluency into measurable enterprise value.

Many financial plans now assume AI productivity gains that don't yet exist. There is no mechanism to deliver them and no mechanism to measure them. The Evidence Ledger is that mechanism.

The IT funding model structurally punishes AI success. When a function gets faster, the budget shrinks. That incentive must be redesigned, and Finance must lead it.

Three questions worth asking now

1. What percentage of your financial plan depends on AI capability that has not yet been built, and what is the mechanism to close that gap?

2. Does your current investment model reward functions for becoming more efficient through AI, or punish them by reducing their budget?

3. If Finance cannot model the return on AI fluency, who in the enterprise can?

What TIP delivered for a leading insurer.

FTSE-250 Global Insurer: ≈1,000 FTE

Investment: £513k total over 18 months, released quarterly via Evidence Ledger gates.

Returns: £1.8M–£3M in-year. 3.5×–6× ROI. 10% headcount non-replacement through natural attrition across organisation. Average NPS 8.6 (range 7.5–10).

Sustainability: Internal facilitators now self-delivering TEAM sessions through COACH2COACH. Programme has become self-funding.

The Evidence Ledger changed our risk profile completely. We knew exactly what we'd invested, what capability we'd gained, and what return we could expect before the next tranche released. This is how you fund transformation in a listed company.

CFO
On evidence gating

We saved £49k in month six by training our own facilitators. The self-funding economics meant we could scale without asking for additional budget. That's remarkable for a people programme.

Head of L&D
On cost control

Frequently asked questions

How do I know the £1.8–3M return is real and not just correlation?

Because the Evidence Ledger proves causation at every gate. We measure: (1) leadership behaviour change via Transcript Intelligence (what they actually do, not what they report), (2) confidence shifts via Mentimeter (before/after the session), (3) NPS as independent proof of satisfaction, and (4) capacity claims validated with thin-slice evidence from real work. The return was verified by their own Finance and HR teams. The numbers are in the case study. You can ask them directly.

What if the Gates don't pass? Am I stuck paying for something that doesn't work?

No. If Gate 1 (Day 30) shows no behavioural movement, the next tranche doesn't release. You pause, pivot, or stop. You don't carry forward with a failing programme hoping it improves. The structure forces early decisions. And the NPS guarantee on PERSONAL and TEAM sessions provides additional de-risking: if participants score 6 or below, you don't pay for that session.

How quickly will I see returns? Isn't this a long-term play?

Our evidence-gated model showed returns within the first 90 days. Capacity measurement by Gate 3. Cost reduction in Month 4. Headcount non-replacement starting Month 6. This isn't a three-year play. The Evidence Ledger forces quarterly realisation. That's different from traditional L&D where you invest now and hope for ROI in two years.

What's the difference between TIP and a big consultancy proposal?

Consultancies deliver reports and recommendations that depend on you implementing them (and keeping them on retainer). TIP delivers capability inside your team, measures proof at every gate, and gates funding by evidence. A consultancy's risk is: you don't follow their advice. TIP's risk is: we don't build the capability. Completely different incentive structure. We win when you win.

Ready to fund AI investment on evidence, not hope?

Start with a 2-hour PERSONAL session. Discover the Evidence Ledger firsthand. When you're ready to align the full C-suite, move to STRATEGIC (3 hours).

Book your CFO session now

Get your Evidence Ledger Overview

See how the Evidence Ledger transforms vague investment promises into hard data and measured outcomes.

Get the Overview (PDF)