87ns
Per-record sensitivity propagation. Compounds across multi-client engagement work.
bench · sensitivity →For finance engineers · billing $150-$300 / hour
The compile layer
the category runs on.
Typed drivers, recomputable models, audit-trailed exports across your entire engagement roster. Your client pays you for the model that gets the round closed. Compile faster, audit cleaner, ship more clients per month.
finance engineers · live pulse0 compiles · 0 in last window
1,024drivers
Largest validated DAG. Whatever your client throws at you fits.
bench · scale →100/ 100
Institutional Excel-export rubric. Six-sheet structure, named ranges, blue inputs / black formulas, every export.
rubric · public →bit-identical
Same IR always produces same outputs. Audit-defensible against any skeptical board.
determinism →1answer
A sensitivity sweep across 50 drivers counts as ONE billable compile. Templated multi-client work compounds cleanly inside the metered tier.
metered pricing →<50/ month
Average client model fits in the free tier. Metered overage only on the heavy ones.
pricing detail →Specimen · the Flatland Excel Standardthis is what 100 / 100 looks like
flatland_saas_institutional_reference.xlsx100 / 100 · rubric-pass · 47 drivers · 12 assertions · 3-pass compile
D9|
=D7-D8 [ EBITDA = Gross_profit − Opex ]FY2026
FY2027
FY2028
FY2029
Revenue · ARR
$ 4.20M
$ 5.04M
$ 6.05M
$ 7.26M
New logos
48
52
56
60
Churn (annual)
6.0%
6.0%
6.0%
6.0%
ARPU
$ 8,750
$ 8,750
$ 8,750
$ 8,750
COGS
$ 924K
$ 1,109K
$ 1,331K
$ 1,597K
Gross profit
$ 3,276K
$ 3,931K
$ 4,719K
$ 5,663K
Gross margin
78.0%
78.0%
78.0%
78.0%
Opex
$ 2,940K
$ 3,234K
$ 3,557K
$ 3,913K
EBITDA
$ 336K
$ 697K
$ 1,162K
$ 1,749K
Cash runway (mo)
18.0
21.4
26.1
32.6
Burn multiple
1.10
0.86
0.65
0.49
✓ 12 / 12 assertions passing· 47 drivers· typed: Currency, Percentage, Count, Duration, Ratio· bit-identical re-compile guaranteed
Cover
Inputs
Model
Assertions
Scenarios
Checks
An IDE moment for the
consulting analyst.
flatland → /workshopflatlandfi.com/m/________
Intake
What are you modeling?
What stage?
What vertical?
12 drivers · 4 assertions · ready
Your compile contributes to the live system heartbeat. Anonymized: no model contents, names, or assumptions leave your browser.
// Answer the three questions on the left. Your IR materializes here.
Dependency graph
Output · forward 24 months
ARR$3.2M
Gross margin78.4%
Runway at current burn19 months
Burn multiple1.12 ✓
Compile1.84s · bit-identical
Ask anything
v2 · Phase 1.5
Specimen · multi-client iterationthe same template, four clients, one afternoon
Acme SaaS · Series A
ARR$4.20M
Gross margin78.0%
Runway18 mo
Assertions · passes
.xlsx.ir.json100 / 100
Northwind DTC · Seed
ARR$1.12M
Gross margin44.3%
Runway11 mo
Assertions · 1 flagged
.xlsx.ir.json100 / 100
Polaris Fintech · A
ARR$6.40M
Gross margin62.5%
Runway24 mo
Assertions · passes
.xlsx.ir.json100 / 100
Helios AI · Pre-seed
ARR$0.42M
Gross margin58.0%
Runway9 mo
Assertions · 2 flagged
.xlsx.ir.json100 / 100
One template, four clients, one afternoon. Look at the two in signal-orange: the same compile caught a flagged assertion at Northwind and two at Helios, risks you would otherwise have hunted for by hand. Each client still gets its own 100/100 Excel and its own audit trail, and your $250/hour rate compresses from eight hours per client to ninety minutes. The leverage is the throughput; the moat is that nothing ships unaudited.
Adjacent surfaceswhere the work flows next
Your clients use it directly
Founders compile their own models.
Your clients can use the same engine in their own AI chat, without bypassing you. You stay the orchestrator and quality bar.
Read /founders →
Your firm scales beyond consulting
Embed the engine.
If your consulting firm grows into a product (white-label tooling for clients, internal IDE), Flatland sits underneath.
Read /platforms →
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The MCP tool catalog.
Every Flatland tool, with schemas, examples, return shapes. If you build your own agent for client work.
Read /agents →
Bill the same.
Deliver more.
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© 2026 Flatland · made for systems of record · live pulse · awaiting first compile