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Built on Decision Intelligence

Nabla-X OpsMind

Investigates first. Acts only within limits you set.

An autonomous agent that ties Decision Intelligence’s explainability and Data Reliability’s anomaly detection together: it investigates an incident end to end — logs, correlated signals, a root-cause report — then takes pre-approved remediation steps, with a reasoning trail attached to every action it takes.

Illustrative investigation — target output, not a real run
TriggerData Reliability flagged: volume drop on "orders" table, 62% below baseline
InvestigationCorrelated with a deploy 14 minutes prior — ingestion job’s date filter changed
Root CauseNew deploy introduced a stricter date filter that excludes valid same-day orders
Action TakenReverted the filter change (pre-approved rollback), logged full reasoning trail

Core Capabilities

End-to-End Investigation

Correlates logs, signals, and recent changes into a single root-cause report, not a list of disconnected alerts.

Bounded, Pre-Approved Remediation

Takes action only within limits a team explicitly sets in advance — never open-ended autonomy.

Reasoning Trail on Every Action

Every remediation step carries the investigation that justified it, so nothing is a black-box fix.

How OpsMind Would Work

Planned design — this pipeline does not exist yet.

1. Detect via Data Reliability

An anomaly event from Data Reliability's engine triggers an investigation rather than just an alert.

2. Investigate End to End

Correlates logs, recent deploys, and related signals to build a root-cause report using Decision Intelligence's explainability approach.

3. Act Within Pre-Approved Limits

Executes only remediation steps a team has explicitly pre-approved, with the full reasoning trail attached.

Sample Incident Timeline

Illustrative — not measured

A hypothetical incident moving through the states above. No incident has ever actually run through this pipeline — OpsMind doesn’t exist yet.

T+0:00Incident DetectedT+0:05InvestigatingT+1:40Root CauseIdentifiedT+1:42Gate CheckT+1:50Remediated /EscalatedTimes are illustrative only, to show ordering — no real run has produced them.

How OpsMind Would Think

The reasoning approach this concept is designed around — zoomed in on how a single investigation would reach, and gate, a decision.

None of this reasoning runs today

Investigate Before Acting

Never skips straight to remediation — the investigation and root-cause report come first, every time.

  • •Action is the last step, not the first
  • •Full investigation attached to every action taken

Bounded by Design

Acts only within limits a team sets explicitly in advance — this is a constraint on the agent, not a suggestion.

  • •No action outside pre-approved scope, ever
  • •Ambiguous cases escalate to a person instead
Checkpoint: outside the approved scope, it escalates to a human instead of guessing.

Built on Two Unbuilt Dependencies

Needs both Decision Intelligence’s explainability and a more capable Data Reliability before it can exist — the furthest-out concept on this list in terms of prerequisites.

  • •Two upstream dependencies, not one
  • •Realistic timeline is after both parents are real

Traceable Autonomy

Every autonomous action carries the reasoning that led to it, so a human can audit not just what happened but why.

  • •No action without an attached reasoning trail

Planned Architecture

Nothing below is built. This describes the intended design and its dependencies.

Dependency: OpsMind ties together Decision Intelligence’s explainability and Data Reliability’s anomaly detection into an autonomous agent. Decision Intelligence doesn’t exist yet, and Data Reliability’s anomaly engine — while real — doesn’t yet support the bounded-action layer this concept needs.

Incident-Response State Machine

Design blueprint — no state below runs today
Incident Detectedvia Data ReliabilityInvestigatingNot yet designedLog CorrelationRoot-Cause AnalysisPre-Approved Action Selection(needs Decision Intelligence+ Data Reliability)Root CauseIdentifiedWithin ApprovedLimits?yesRemediateAutomaticallyWithin pre-approved scopenoEscalate toHumanOutside pre-approved scope

Dashed outlines mark every state in this machine. All of them — including the approval gate — depend on Decision Intelligence and an extended Data Reliability engine, neither of which exists yet.

Investigates First

Root-cause analysis always precedes any action taken.

Strictly Bounded

The gate acts only within limits explicitly pre-approved by a team — anything outside it escalates.

Two Dependencies

Needs both Decision Intelligence and an extended Data Reliability to exist first.

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