Agentic IT Operations That Resolve, Not Just Alert
Monitoring surfaces the symptom in seconds, then a person spends hours on the root cause and the fix. Symphony isAI closes that gap, detecting, diagnosing, and self-healing issues autonomously through a governed engine, and escalating only what is genuinely new.
Detection Is Solved, Resolution Is the Gap
Alerts fire in seconds, yet a person still spends hours diagnosing and fixing. Most AI advises from the side and never acts, which is exactly why so many agent pilots stall before production.
Alerts fire, people toil
Monitoring surfaces the symptom in seconds, then an engineer spends hours on the root cause and the actual fix, usually overnight and under pressure.
AI that advises, never acts
Copilots summarise and suggest, then stop at the system boundary, so the toil and the delay stay exactly where they were before.
Pilots that never ship
Most agent pilots stall because acting without control cannot be approved, and advising without acting adds no real operational leverage.
Knowledge trapped in people
The fix lives in a senior engineer's head or a runbook nobody updates, so every recurrence starts the investigation from scratch.
Faults Resolved Before the Business Feels Them
These are in-library patterns, each detected, diagnosed, resolved through the governed engine, and verified, with the analysis recorded so the next occurrence resolves faster.
Autonomy an Auditor Will Sign Off On
The fear that blocks autonomous operations is not capability, it is control. isAI is built so every autonomous action is bounded, reversible, and on the record, which is what moves it from a pilot into production.
The model never executes
isAI interprets and proposes, and the governed engine carries out every action through standard APIs, so no model ever touches a system directly.
Confidence-based escalation
High confidence resolves autonomously with a full trail, and low confidence escalates to a person with context and a recommendation to act on.
Blast radius held by policy
Each skill runs inside defined limits on scope and impact, so an autonomous action can never reach further than policy explicitly allows.
Reversible by design
Actions carry a rollback path and a restore point, so a resolution that fails validation is backed out cleanly rather than left half-applied.
Runs under enterprise identity
Every autonomous action carries a real identity mapped to each system's native authorisations, never a shared or elevated service account.
Immutable audit trail
Cause, action, and outcome are recorded on every resolution, so an auditor can review exactly what ran, when, and why it was safe.
From Detect and Alert to Detect and Resolve
Traditional AIOps became very good at surfacing the symptom. The gap is everything after the alert, and that is what isAI automates, under governance.
Detects and alerts
- Monitoring surfaces the symptom, a person finds the cause
- Alerts pile up and get triaged by hand
- Copilots suggest, then stop at the system boundary
- The fix lives in a runbook or a senior engineer
- Every recurrence starts the investigation over
- Autonomy is feared because it cannot be governed
Detects and resolves
- Detection, diagnosis, and the fix run as one governed loop
- Known faults resolved autonomously, only the new escalates
- Action runs inside the system, not just a suggestion
- Resolutions captured and reused, so recurrence is faster
- Every autonomous action carries identity and an audit trail
- Autonomy an auditor can sign off on
isAI Is the Autonomous Mode of One Governed Engine
Symphony applies AI in three governed modes across operations. isAI is the ambient, autonomous one, and it shares the same engine, identity model, and audit trail as rule-based orchestration and the conversational co-pilot.
Rule-based orchestration
Deterministic execution where the logic is fixed and the outcome is binary, so routine work runs without any reasoning.
Maestro co-pilot
Human and AI in dialogue for ambiguous work, with the recommendation and the decision made inside the tools teams already use.
isAI autonomy
Continuous AI that detects, diagnoses, and self-heals known faults on its own, escalating only what is genuinely new.
Autonomy Across Every Layer, Not Just Infrastructure
isAI acts through the same governed engine and 400+ nodes as the rest of Symphony, so it can heal at the layer where the fault actually lives, across any ERP and any SaaS.
400+ prebuilt nodes plus custom scripts. isAI resolves at the layer the fault lives on, across any system with an API.
Autonomy That Earns a Place in Production
Frequently Asked Questions
Refer to this section for answers to frequently asked questions related to agentic IT operations.
What is agentic IT operations?
What can isAI self-heal today?
How is autonomous execution governed?
How is isAI different from AIOps?
Which systems can isAI operate on?
See Agentic IT Operations Resolve, Not Just Alert
The conversation is exploratory and shaped by the estate and the recurring faults walked through during the session, from the alert today to the autonomous resolution.
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