Turn bank data into predictive cash intelligence

One API call. Plaid transactions in, 12-month cash flow projections out. Base, upside, and downside scenarios with confidence bands and LLM-powered explanations.

POST /v1/forecast
// Request
{
  "transactions": [...],
  "horizon_months": 12,
  "scenarios": ["base", "upside", "downside"]
}

// Response
{
  "projections": [
    { "month": "2026-04", "net_cash": 42800 },
    ...
  ],
  "confidence": 0.87,
  "explanation": "Revenue trend is..."
}

Three steps from raw transactions to actionable forecasts

01
Ingest
Send Plaid transaction arrays or raw bank data. We categorize, clean, and normalize automatically.
02
Predict
Time-series models generate 12-month projections. LLMs simulate scenario variations and explain the drivers.
03
Embed
Get structured JSON with base, upside, and downside scenarios. Confidence bands included. Drop it into your product.

Built for platforms that serve SMBs

Multi-Scenario Projections

Base, upside, and downside scenarios generated from the same transaction data. Each scenario includes confidence intervals so your users can plan for uncertainty.

LLM-Powered Explanations

Every forecast comes with a plain-English explanation of what's driving the numbers. Seasonal patterns, revenue trends, expense anomalies, all surfaced automatically.

Usage-Based Pricing

$0.20 per forecast call. No seat licenses, no minimums. Your cost scales linearly with your usage. Tiered plans for higher volumes.

Plaid-Native Integration

Pass Plaid transaction objects directly. No transformation layer needed. We handle categorization, deduplication, and time-series alignment.

Simple, transparent pricing

Pay for forecasts, not seats. Every tier includes the full API surface, scenarios, explanations, and confidence bands. Overages billed at $0.20/call.

Starter
200 forecasts/mo
$49/mo
Growth
1,000 forecasts/mo
$199/mo
Enterprise
Custom volume
Custom

The prediction layer fintech has been missing

Every platform aggregates financial data. Almost none of them forecast it. ForecastKit is the API that bridges that gap, turning historical transactions into forward-looking cash intelligence.