SignalForge AI
ForgeHacks 2026 · AI + Business
Decision intelligence for small teams

Turn messy business data into decisions.

Upload a CSV. SignalForge AI finds trends, anomalies and business drivers, trains a local neural forecast, and turns the result into an action plan. Your raw data stays in the browser.

AI pipeline
1 · Parse business metrics
2 · Detect anomalies
3 · Find correlated drivers
4 · Train neural forecast locally
5 · Generate recommendations
Demo data is loaded. Choose a target metric and run the AI analysis.
Latest
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Target metric
Trend
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Average direction
AI forecast
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Next period
Anomalies
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Points above 2σ

Actual vs AI forecast

TensorFlow.js model has not been trained yet.

Executive brief

Waiting for analysisRun the model to generate a decision summary.

Top business drivers

MetricCorr.Signal
No analysis yet.

Recommended actions

Run the modelRecommendations will be generated from the forecast, anomalies and drivers.

Why this is AI, not a dashboard

The product trains a neural time-series model in the browser with TensorFlow.js, combines the prediction with anomaly detection and driver analysis, and converts those signals into decision recommendations.

Neural forecastingAnomaly detectionDriver analysisDecision recommendationsLocal-first privacy