ADG Anomalies & Predictive Sabotages turns your logs, metrics and events into an early warning system.
We detect drifts, correlate signals and simulate sabotage scenarios so you can act before customers or management see the problem.
🔸 Early detection of incidents and suspicious behavior. 🔸 Less firefighting, more planned remediation. 🔸 Single narrative for ops/security/management. 🔸 Evidence for post incident reviews. 🔸 Reduced downtime and SLA penalties. 🔸 Better reputation with customers.
Do you only analyze data after failure? We scan past data to identify recurring pre-failure patterns.
Do you get alert storms or no alerts at all? We build tuned pipelines per metric and service.
Do you waste hours proving that 'it wasn't our service'? We correlate across services and show the origin.
Do you know what happens if one data source gets poisoned? We simulate impact and build safeguards.
Do problems float in monitoring with no owner? We route alerts to the right team.
Do managers see only uptime but not risk buildup? We create risk dashboards with trends.
Do you need to show management why it failed? We prepare a traceable report from data.
Do you have security tools but data isn't connected? We feed anomalies into your SIEM.
Do detection models get blind over time? We monitor drift and retrain.
Read-only taps on logs, metrics and events. Normalize timestamps, keys and service names to make correlation trivial.
Pattern mining
Mine historical incidents for leading signals. Store these as tests and detectors, not slides, so they fire again next time.
Detectors
Mix rules, stats and ML per signal. Deduplicate and group alerts to avoid storms. Every alert carries owner, query and next action.
Realtime deploy
Ship detectors, route to chat/on-call. Add suppression windows and SLO-based paging so humans aren’t spammed.
Adversarial drills
Emulate data poisoning, dropped topics, skewed counters. Confirm detectors trip and playbooks are executable.
Dash & export
Ship a lean risk board and export feeds for SIEM/SOAR. No heavy portal required to act.
Run service (optional)
Threshold tuning, drift watch, monthly TTD/MTTR review, new detectors for new failure modes.
Documentation & Reporting (optional)
We produce lean, engineer-first artifacts that can scale to audit grade if needed - diagrams, IaC refs, runbooks, SLO dashboards, and change logs. Evidence packs are versioned and reproducible: links point to live systems or CI exports, not slides. Scope is tailored per client - from a 1-page ops sheet to a full compliance bundle with test replays and data lineage. If you prefer, we keep it minimal and focus on code and metrics only.