Predict What's Next

Forecasting

Riley cleans and unifies your entire business dataset into one model, tracks new patterns in real time and their impact on the bottom line, and lets you simulate how different decisions move your forecast.

See it in action

Detect Revenue & Retention Changes in Real Time

Higher Forecast Accuracy

Improve forecast accuracy by 3× when your data refreshes automatically and every assumption is backed by live signals

Explainable Projections

Every forecast driver is traceable to its data sources, so you can understand not just what changed, but why—building trust in every number

Faster Scenario Testing

Swap manual spreadsheets for instant simulations. See how shifts in spend, usage, or campaign performance affect revenue outcomes before you make the call

CDOS

The foundation for accurate forecasting

Riley’s Customer Data Orchestration System (CDOS) automatically unifies CRM, product, campaign, and finance data into one clean model so forecasts use live signals not stale, isolated snapshots.

  • Real-time ingestion keeps pipeline, usage, revenue, and leading forecasting influences up to date
  • Standardizes and relates your data across all sources, finding relationships traditional forecasting models miss
  • Merges hard metrics with sentiment, tickets, and other qualitative sources to capture every leading indicator

Forecast Studio

Simulate different futures

Riley's Forecast Studio helps you plan ahead and simulate how different business decisions affect future revenue and retention. Use live data to:

  • Spot over- or under-performance weeks before it appears in reporting
  • Run scenario tests across pricing, media, or distribution
  • Align cross-functional teams on forecasts that update with real-time signals

Why Leading Teams Choose Riley to Improve Forecasts

Live, Connected Updates

Every revenue insight updates automatically as new data arrives — no spreadsheets, no refresh cycles

Unified View Across Functions

Marketing, product, and revenue teams operate from the same live model — aligning decisions across the business

Built For Everyone

No data engineering, setup, or modeling experience required. Riley brings analyst-grade forecasting to every team, automatically

Explainable Results

Each projection includes full data citations, so every number is verifiable and every insight defensible

Pattern OS

Spot the variables that move the number

Pattern OS continually scans your connected data to detect emerging correlations and trends before metrics shift, letting you see beyond just sales estimates.

  • Finds the strongest correlated drivers of revenue or retention across all customer touch points and external market factors
  • Detects and monitors leading indicators for growth or slowdown
  • Quantifies which trends carry the most impact, so you're always tackling the highest ROI problems

Analyze DB

Understand what’s moving the forecast

Ask the entirety of your data what’s moving the forecast—across marketing, product, sales, and finance—and get weighted influences in prioritized order, so you can create sound, comprehensible plans.

  • Investigate forecast variables by segment, product, region, and time window to see which variables move the number
  • Discover correlations and leading indicators to know what shifts first—and by how much
  • Generate an auditable “why” behind changes vs. plan, with citations to the exact source data

See what your data's been hiding

Thank you! We'll be in touch soon.
Oops! Something went wrong while submitting the form.