Agent Forge AIOne AI-native layer for data
Six core capabilities that replace ingestion, monitoring, and reporting tools you're duct-taping together today.
Real-time anomaly detection
Statistical + ML models flag deviations within seconds of ingestion, with confidence scores instead of blind thresholds.
Predictive forecasting
Rolling forecasts on every core metric, retrained nightly against your live pipeline — no manual model tuning.
Automated reporting
Digest reports land in Slack or email on your schedule, written in plain language, not just charts.
Root-cause explanations
Every alert ships with a plain-language explanation of contributing factors — not just a spike on a chart.
Pipeline health monitoring
Track schema drift, ingestion delay, and data quality across every source feeding your warehouse.
Enterprise-grade security
SOC 2 Type II, column-level access control, and full audit logging on every workspace, by default.
From raw event to explained anomaly in three steps
Connect your pipeline
Point Agent Forge AI at your warehouse, event stream, or API in minutes with pre-built connectors.
Models learn your baseline
Within 48 hours, forecasting and anomaly models are calibrated to your specific traffic patterns.
Get explained alerts
When something shifts, you get a plain-language explanation — not just a red dot on a graph.
Plugs into the stack you already run
Native connectors for warehouses, event streams, and alerting tools — most teams are ingesting live data within 15 minutes.
The same pipeline, tuned to how you work
Catch pipeline breakage before your CEO does
Agent Forge AI watches ingestion jobs and schema contracts across every source so silent failures don't reach the warehouse.
- Schema drift detection across every ingested table
- Freshness & volume anomaly alerts before dashboards break
- Lineage-aware root cause across upstream dependencies
Know why activation dropped, same day
Funnel and cohort metrics are monitored continuously, with root-cause breakdowns by platform, geography, and release version.
- Automatic segment breakdowns on every metric drop
- Release-correlated anomaly tagging
- Weekly plain-language product health digest
Forecast pipeline and revenue without a spreadsheet
Rolling forecasts on bookings, churn, and pipeline coverage, retrained nightly against your live CRM and billing data.
- 14-day and 90-day revenue forecasts, auto-updated nightly
- Churn-risk scoring surfaced before renewal windows
- Automated board-ready reporting, no manual exports
Reduce alert fatigue with confidence-scored anomalies
Latency, error rate, and throughput anomalies are correlated across services, so on-call gets one explained incident instead of twenty noisy pages.
- Cross-service correlation collapses duplicate alerts
- PagerDuty & Slack routing with confidence thresholds
- Post-incident timeline auto-generated for retros
Technical specs, not marketing rounding
How Agent Forge AI compares
| Capability | Legacy BI dashboards | Generic alerting tools | Agent Forge AI |
|---|---|---|---|
| Anomaly detection | Manual thresholds | Yes | Yes, ML-scored |
| Root-cause explanation | — | — | Plain-language, automatic |
| Forecasting | — | — | Nightly, per metric |
| Setup time | Weeks | Days | Minutes |
| Ongoing maintenance | Dashboard sprawl | Alert fatigue | Self-calibrating |
See these features on your own data
Run a live analysis pass on our demo pipeline right now — no signup required.