Product Roadmap
A phased plan to grow Insights Plus into a stronger self-hosted detection and response platform — from automation foundations to anomaly detection and beyond.
Phase 1
Automation Foundation
PlannedBuild a reliable backend execution foundation for automation before introducing a visual flow editor.
- Domain event publishing and PostgreSQL outbox pattern
- Redis integration for dedupe, cooldown, and rate limiting
- Flow definitions with schema-versioned, DAG-compatible storage
- Execution reliability: idempotency, retry/backoff, dead-letter queue
- Simulation endpoint and execution audit trail
Phase 2
Threat Intel Plugins
PlannedAdd a provider plugin system with high-signal, low-noise external intel aligned with UniFi observables.
- Provider abstraction and normalized indicator schema
- IP/CIDR feed ingestion with ThreatFox and Team Cymru Bogons
- Matching pipeline for src/dst IP and entity-risk updates
- Confidence fusion with existing AbuseIPDB, rDNS, ASN, and GeoIP enrichment
- Memory-first design: DB-indexed matching and chunked ingestion
Phase 3
Incident Timeline
PlannedCreate an incident-centric timeline that correlates firewall, DNS, DHCP, WiFi, anomaly, and threat-intel events into one investigation view.
- Incident lifecycle: open, acknowledged, resolved, suppressed
- Timeline correlation across host, IP, MAC, and session dimensions
- Evidence cards with source, confidence, and action history
- Drill-down investigation APIs and UI
- Timeline-to-automation handoff for triggering flows from incidents
Phase 4
Automation Integrations
PlannedDeliver practical alert-response automations and external integrations using the automation foundation.
- Action connectors: webhook, email, Slack, Discord, and Teams
- Connector health checks and test endpoints
- n8n and Node-RED webhook payload templates
- Guided automation builder UI: trigger → conditions → actions
- Redis-backed notification throttling and quiet-hour gates
Phase 5
Anomaly Detection
PlannedIntroduce high-signal anomaly detection using transparent statistical methods that are easy to explain, tune, and trust.
- Time-bucket baselines by hour-of-week with robust z-score (MAD)
- EWMA for burst and drift detection against recent trends
- Novelty rules: first-seen ASN, domain, country, or device behavior
- Peer-group comparison across similar entities
- Explainability fields attached to every anomaly finding
Phase 6
Starter Templates
PlannedProvide one-click deployable baseline packs so users get operational value quickly with minimal setup.
- Template packaging format and automated installer
- Homelab, Small Business, and MSP/Multi-site baseline packs
- Dry-run preview before applying templates
- Post-install drift reporting and safe re-apply
- Template upgrade path with version tracking
Phase 7
Monetized Services
PlannedMonetize through managed services and operational value while keeping the local self-hosted runtime transparent.
- Managed threat intel aggregation API
- Curated detection and template packs
- Hosted enrichment and long-retention analytics
- Premium support and SLA tiers
- Entitlement checks for remote services only — no hidden local locks