Wireframe — roadmap target Q4 2026 / Q1 2027. Not yet functional.

Natural-Language Model Builder

Build, refine, and sensitize an LBO operating model in minutes using plain English — the analyst's judgment stays in the loop while the mechanical work is automated. Illustrative deal: Project Meridian (healthcare services).

1 · Natural-Language Input Type or speak your model
Recent instructions parsed into the model: Top-10 customers + Other 4% growth across customers GSK & Vertex adjusted Gross margin +50bps Leverage 4.0x–6.5x EV $600M–$750M

The builder interprets each clause and updates the model, assumptions, and scenarios below. Judgment-sensitive edits (GSK, Vertex) are flagged for your review.

6 · Iteration Controls Refine · Branch · Reset Version history: Base v3 · Momentum v1 · Downside v1 (mock)
2 · Operating Model
Historic rolled backwards Forward templated
Revenue by customer ($M) FY23A FY24A FY25A FY26E FY27E FY28E FY29E FY30E
Top-10 customers (rolled backwards from billings detail)
GSK DILIGENCE ADJ
Vertex DILIGENCE ADJ
Pfizer
Novartis
Roche
Merck
AstraZeneca
Sanofi
Amgen
Biogen
Other customers
Total revenue 268.2280.5292.6 305.2316.8328.9341.4354.5
Margins & cash flow (templated forward — "be smart about it")
Gross margin % +50 BPS
EBITDA
Capex (maint.)
Unlevered FCF 52.155.859.4 63.267.171.275.680.2
Edited per diligence (GSK, Vertex, +50bps margin) Templated forward period Cells are illustrative and inert in this wireframe.
4 · Sensitivity & Scenarios Base · Momentum · Downside · Custom
Base
Momentum
Downside
Custom

Base case: 4% growth across all customers, gross margin stepping +50bps/yr, 6.0x entry leverage.

Momentum case: growth two points below base (≈2% per customer) — generated from the base on request. All else held.

Downside case: flat-to-down volumes, one top-10 customer churn, margin compression.

Custom case: branch any scenario and override individual assumptions, then save as a named variant.

Leverage sensitivity — entry turns of EBITDA

4.0x
4.5x
5.0x
5.5x
6.0x
6.5x

0.5x increments · entry highlighted

Pricing sensitivity — entry EV

$600
$625
$650
$675
$700
$725
$750

$25M increments · EV in $M

IRR sensitivity grid — leverage (rows) × entry EV (cols)

IRR $600$625$650$675$700$725$750
4.0x24.1%23.2%22.4%21.6%20.9%20.2%19.6%
4.5x25.8%24.8%23.9%23.0%22.2%21.5%20.8%
5.0x27.6%26.5%25.5%24.5%23.7%22.9%22.1%
5.5x29.6%28.4%27.2%26.2%25.2%24.3%23.5%
6.0x31.8%30.4%29.1%28.0%26.9%25.9%25.0%
6.5x34.2%32.6%31.2%29.9%28.7%27.6%26.6%
5 · Returns Output IRR · MOIC · Cash-on-Cash · Waterfall · Tornado
29.1%
IRR
vs 24.0% hurdle
3.1x
MOIC
vs 3.0x target
3.1x
Cash-on-Cash
5-yr hold

Returns waterfall — equity value bridge ($M)

$700 $500 $300 Entry eq. 260 EBITDA▲ +120 Margin▲ +35 Debt pd. +95 Mult. Δ −30 Fees −10 Exit eq. 470

Static SVG · 3.1x MOIC implied · momentum case shown

Tornado chart — IRR sensitivity by driver

Base IRR 29.1% Entry leverage Exit multiple Organic growth Gross margin Entry EV Customer churn Upside Downside

Static SVG · drivers ranked by IRR swing

Base

IRR 31.2% · MOIC 3.4x

Momentum

IRR 29.1% · MOIC 3.1x

Downside

IRR 18.4% · MOIC 2.1x

3 · Assumptions Editable
Default revenue growth (all customers) 4.0%

Applied to every top-10 customer + Other unless overridden below.

Per-customer growth overrides

GSK ADJ 3.0%
Vertex ADJ 6.0%
Pfizer 4.0%
Novartis 4.0%

GSK & Vertex flagged "per diligence findings" — analyst kept in the loop.

Gross margin step +50 BPS +50bps

Annual gross-margin expansion applied to forward periods.

Entry leverage (× EBITDA) 6.0x

Sensitized 4.0x → 6.5x in 0.5x increments (see panel 4).

Entry enterprise value $650M

Sensitized $600M → $750M in $25M increments.

Capex (% of revenue) 2.0%

Maintenance-level — "capex is x, this is why, be smart about it."

Exit assumptions

Hold period

5 yrs

Exit multiple

11.0x

Edit any control here and the operating model, sensitivity grids, and returns waterfall update together — keeping the analyst's judgment in the loop while automating the mechanical recompute. (Static in wireframe.)

Wireframe for design-partner review — roadmap target Q4 2026 / Q1 2027. Not yet functional. Subject to design-partner input.