Decision Intelligence for Lending & Deposit Portfolios

Forecast revenue.Quantify risk.Plan growth.Govern the decision.

Every portfolio decision moves growth, margin, risk, and funding at the same time. Cohort Brain brings all four into one governed decision framework — so you see the whole consequence before you commit, and defend it after.

Plan · Forecast · Performance · Decision
credit cards · BNPL · term loans · mortgages · deposits
(one decision)growth // volume + originationsmargin // yield + revenuerisk // loss + concentrationfunding // cost + capacity
today, each ribbon lives in a different team's model ↓

Four teams. Four models.
One decision no one sees whole.

Finance forecasts the P&L. Risk models the losses. Growth plans the acquisition. Treasury prices the funding. Each team is right about its part — and the enterprise decision is assembled by hand, in a different tool each time, reconciled once a quarter. By the time the numbers agree, the decision has already been made.

Finance
"Here's the revenue plan."
QUARTERS
Risk
"Here's the loss curve."
MONTHS ON BOOK
Growth
"Here's the acquisition plan."
FUNNEL STAGES
Treasury
"Here's the cost of funds."
FORWARD RATE PATH
four answers · one question · reconciled by hand
The Shift

One decision. One governed framework. Every consequence in view.

Cohort Brain holds the whole portfolio decision in one place. Growth, margin, risk, and funding are projected together, from the same assumptions, forward in time — and every number carries its lineage back to the inputs that produced it. Reconciliation stops being a meeting and becomes a property of the model.

growth
margin
risk
funding
one shared time axisone assumption set
TRACEABLE
See the workflow →

The way portfolio decisions should actually run.

Each stage runs on the same cohorts, the same assumptions, and the same lineage — so the handoffs don't lose the thread.

Plan

Set growth, pricing, origination and funding intent — with Risk and Finance constraints visible in the same place.

Forecast

Project the full consequence forward by cohort and segment, under base and stressed conditions.

Performance

Measure actuals against plan and forecast, and explain variance through drivers — not "actuals differed."

Decision

Compare options, see the trade-offs together, and record the decision with its evidence.

One forecast. Four lenses.
No reconciliation tax.

The CFO, the CRO, the Head of Growth and the Treasurer are looking at the same forecast — not four exports that have to be made to agree.

the P&L, NIM and guidance you can defend.
NIM EXPANSIONNET LOSS RATENEW ORIGINATIONSCOST OF FUNDS
Q1Q2Q3Q4Q1+1
one artifact · four readings
Governed by design

Every number traces back to the decision that made it.

Each forecast is a locked, versioned object: pinned inputs, recorded assumptions, reproducible on demand. Change a rate, a curve or a policy and the lineage shows exactly what moved and why. Defensible to your board, your auditors and your regulator — because the audit trail is a by-product of the work, not a project after it.

Pinned inputs
Versioned runs
Traceable to source
How governance works →
RUN cb:run/8f3a29b4
LOCKED
Assumptions
default_curve v4ftp_schedule v2growth_plan_Q3
Scenario
base + rates +100bp
Lineage Trace
plan_inputs
behavioral_curves
→
forecast_engine
governed_results

It looks obvious once the decision is whole.

→

Not a spreadsheet or a planning model.

Those fragment the decision across files no one can reconcile or reproduce. Cohort Brain makes the whole consequence one governed object.

→

Not a BI dashboard.

Dashboards describe what already happened. Cohort Brain projects the consequence of a decision forward — under growth and under stress.

→

Not an isolated risk model.

Risk in a vacuum can't price a growth plan. Cohort Brain connects policy and loss to pricing, acquisition and funding.

A decision is only as good as your ability to see its full consequence — and defend it. That's the whole product.

See your next portfolio decision
before you make it.

A focused working session on your portfolio — cards, BNPL, term loans, mortgages or deposits. No pitch deck. No sequence.