Droma · AIOps & Event Intelligence
From AIOps intelligence to trusted agentic operations.
Droma applies neuroscience-inspired machine learning to the flood of events your tools generate—cutting noise, correlating root cause, predicting incidents before they impact service, and enabling trusted agentic operations. AccuOSS integrates and operates it.
The Platform
AIOps that learns, without hand-written rules.
Droma (formerly Grok), by Droma (formerly Grokstream), is an AIOps and event-intelligence platform for service assurance and network operations. It ingests streaming events, alerts, logs, and telemetry from across your monitoring, observability, and ITSM tools, then uses machine learning to reduce alert noise, correlate symptoms to a probable root cause, predict incidents before they impact service, and drive human-governed remediation — without armies of hand-written correlation rules or manual topology discovery.
Its intelligence has an unusual pedigree: a lineage in Hierarchical Temporal Memory, a neuroscience-inspired anomaly-detection approach, paired with modern causal, predictive, and generative AI. The result is a platform that learns what normal looks like in your environment and gets sharper the more it runs.
Purpose-built for IT and network operations, Droma's role-based agents investigate, decide, and act—with memory that carries context forward.
AccuOSS integrates and operates Droma alongside the assurance platforms you already run — connecting the sources, tuning the models, and governing automation and agentic operations.
Module by Module
The Droma platform, module by module.
Open any layer to go deep.
How It Works
Hierarchical Temporal Memory and a composite of causal, predictive, and generative AI — rule-free, topology-free correlation that learns as it runs.
Noise & Root Cause
Associative clustering collapses symptom storms into a single actionable incident and points at the probable cause.
Prediction
Predictive intelligence surfaces emerging incidents before they impact service, with generative context when confidence is low.
Automation
Guided and self-driven AI remediation through recommendations, runbooks, and controlled execution—with human oversight where required.
Integrations
Data-agnostic, bi-directional integration and dynamic data fusion via Droma Connect—with open connectors for the tools you run.
Proof & Provenance
From Numenta's research to a Gartner-recognized platform proven in carrier operations — the track record behind Droma.
The Flow
How Droma works, end to end.
How Droma turns operational intelligence into delegated action.
- IngestDroma Connect and Droma Omni take in streaming events, logs, and telemetry from monitoring, observability, and ITSM tools — data-agnostic, normalized, and continuously fused across sources.
- DetectHierarchical Temporal Memory finds behavioral anomalies that static thresholds miss — with fewer false positives.
- CorrelateAssociative clustering groups symptoms by common cause — no predefined rules, no manual topology — collapsing a storm into one incident.
- PredictPredictive intelligence flags incidents forming before they impact service, so teams act early rather than react late.
- ActDroma recommends, automates, or delegates the next action based on the appropriate level of autonomy—with guardrails and human oversight where required.
How AccuOSS delivers it
How AccuOSS delivers Droma.
Connect Droma to your monitoring, observability, and ITSM tools
Integrate with your assurance platforms — Netcool, ServiceNow, and more
Tune the models to your environment and tolerances
Configure governance, guardrails, and appropriate levels of autonomy
Operate and evolve it as your network changes
Put AIOps in the hands of the people who operate it.
AccuOSS integrates Droma with your stack and runs it day to day — talk to the team that operates AIOps for a living.