Agentic OpsSphere
AI-Powered IT Operations & Estate Intelligence Platform
Connect your entire IT estate to one platform — then let LLM-powered AI agents investigate for you. Ask in plain English and the agents find out what is happening and what is causing the issue.
Evidence-backed answers with E1–E6 citations, transparent reasoning traces, correlated incidents and sessions, topology blast radius, change correlation, and governed remediation — raw logs never leave their source.
One estate. Agents that investigate. Answers you can audit.
Agentic OpsSphere — Estate Hub Coverage
The Agentic OpsSphere Platform
All modules working in concert — an animated tour of your unified platform
Ask & Estate Overview
How Agents Investigate
From connected estate to evidence-backed answers in four steps
Connect the estate once
Connect your entire IT estate as sources — more than 100 sources supported (PostgreSQL, Kafka, VMware vSphere, and more), plus custom REST, SQL, syslog, Kafka and MCP builders. Edge nodes keep connectivity TLS outbound only, and raw logs stay where they are.
Ask in plain English
Type a question the way you would ask a colleague. Choose Ask, Investigate, Impact or Report — and OpsSphere resolves the services, CIs and sources the question touches before the agents start working.
AI agents investigate the logs
LLM-powered agents run a transparent diagnostic trace across log data, alerts, changes, topology and knowledge — querying sources through tool calls, following dependency paths, and collecting timestamped evidence E1–E6 as they go.
Findings with evidence and control
You get a probable cause with confidence, ranked theories, suggested next checks and the full trace behind them. Remediation runs through the action library within your role and risk tier — with a kill switch for every run.
It only works because the modules talk to each other
Why Agentic OpsSphere?
Distributed infrastructure generates more logs than any team can read. Let agents read them instead.
One Estate, Every Log
Your entire IT estate — servers, services, databases, virtualisation, network, security and cloud — lands in one investigation surface. Your team stops switching between a dozen consoles, and the agents see what no single tool can.
Agents That Actually Investigate
OpsSphere is not a dashboard that waits for you to spot the pattern. LLM-powered agents work the logs for you: forming hypotheses, running tool calls, checking dependencies and narrowing down what is causing the issue.
Every Answer Backed by Evidence
Findings are consolidated into timestamped E1–E5 evidence items linked to topology, alerts, change logs, knowledge and file-integrity changes. Evidence stays lightweight and masked — raw logs remain in the source systems.
Nothing Hidden in the Black Box
Each run exposes its steps, tool calls, model calls, tokens, time and cost — including failed calls and policy-blocked actions. Prompts and answers are not stored; the metadata is auditable.
Topology-Driven Reasoning
Agents reason over what runs on what, what depends on what and what fails together. Blast radius, learned links and dependency paths turn raw symptoms into an explanation of the impact chain.
Safe by Design
Tier 0–3 risk tiers, role-based permissions, Tier 2 off until pilot sign-off, a kill switch that stops every run, and a tamper-evident audit chain that separates people from agents.
Frequently Asked Questions
Everything you need to know about Agentic OpsSphere
Stop Reading Logs. Start Asking Questions.
See Agentic OpsSphere in action. Connect a source, ask a real question, and watch the agents investigate — evidence, trace, probable cause and all.