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The Context OS for Agentic Intelligence

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The Problem

Operations Without Authority Governance

Modern operations automate actions without clear authority, causing risky execution, slow escalation, and unclear accountability

Runbooks

Blind Automation

Runbooks execute actions without understanding authority, impact, or system context

No authority awareness

Ignores system dependencies

Executes unsafe changes

Lacks policy enforcement

No execution boundaries

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Outcome: Fast execution with high operational risk

Escalation

Wrong Owner

Incidents escalate based on schedules, not decision-making authority

On-call driven responses

Authority not considered

Delayed critical decisions

Increased handoffs

Ownership confusion

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Outcome: Slower resolution and unclear accountability

Governance

After-the-Fact

Accountability is reconstructed after incidents, not enforced during execution

Manual incident reconstruction

Missing authorization trails

Unclear change approvals

Reactive governance

Audit gaps

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Outcome: Governed processes that are far too slow

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Accelerate Operations With Complete Authority

Enable faster, safer, and fully accountable operations by implementing authority-aware automation that prevents unauthorized actions and ensures compliance.

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How It Works

From Best-Effort Automation to Governed Execution

ElixirData Business Context OS enables enterprises to move from best-effort automation to deterministic, governed execution — across every AI system, agent, and workflow

Policy-Enforced Execution

Defines what actions automation is allowed to perform

Runbook steps exceeding authority boundaries are blocked and automatically escalated to the appropriate authorized owner

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Prevents unsafe automation beyond defined authority

Automated Approval Control

Approves routine remediation within pre-defined authority thresholds

Common actions execute instantly, while higher-impact changes escalate to budget or system owners

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Faster response without sacrificing approval governance

Authority-Based Escalation

Routes incidents to the correct decision-maker

Escalations consider system ownership, severity, and authority instead of on-call rotation alone

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Faster escalation to the correct authority owner

Continuous Compliance Monitoring

Monitors operational behavior against defined authority policies

Detects unauthorized actions, SLO violations, and change window breaches before incidents escalate

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Reduces risk through proactive governance

Instant Audit Lineage

Captures complete evidence for every operational decision

Records actions, authority checks, and outcomes to create end-to-end traceability automatically

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Immediate accountability without manual reconstruction

Decision Pattern Analysis

Analyzes operational decisions over time

Identifies unclear authority, risky runbooks, and opportunities to safely delegate automation

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Continuously improves authority clarity and automation safety

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Example

Authority-Aware Incident Response

AI operates at machine speed, but enterprises struggle with fundamental system gaps

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Context Assembly

Assembles governed operational context, combining system relationships, live signals, and historical incident patterns before action

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Authority Evaluation

Evaluates what actions are allowed based on delegated authority, impact scope, and operational risk thresholds

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Bounded Response

Executes remediation steps strictly within verified authority, preventing unsafe actions while resolving incidents rapidly

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Decision Trace

Automatically generates a complete, permanent decision trail capturing authority checks, actions taken, and outcomes

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Context Assembly

Assembles governed operational context, combining system relationships, live signals, and historical incident patterns before action

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    System Mapping : Production database serving customer-facing workloads

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    Historical Signals : Similar incidents resolved through query optimization

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Authority Evaluation

Evaluates what actions are allowed based on delegated authority, impact scope, and operational risk thresholds

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    Query Termination: Agent authorized for non-critical database tables

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    Failover Decision : Requires explicit production DBA authority

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Bounded Response

Executes remediation steps strictly within verified authority, preventing unsafe actions while resolving incidents rapidly

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    Runaway Query : Consuming significant share of database resources

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    Action Taken : Query terminated, response time normalized

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Decision Trace

Automatically generates a complete, permanent decision trail capturing authority checks, actions taken, and outcomes

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    Authority Proof : Delegation and policy references recorded

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    Incident Lineage: Full trace from alert to resolution

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Metrics

Measurable Operations Impact

Context OS delivers quantifiable improvements in speed, safety, and accountability by enforcing authority-aware automation across operations workflows

70% reduction

Significant reduction in mean time to resolution

100% accountability

Every operational action carries verified authority lineage

60% auto-remediated

Majority of incidents auto-remediated within authority limits

Zero unauthorized

No production changes executed without proper authority

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FAQ

Frequently Asked Questions

Automation that executes only within verified authority limits, escalating when action exceeds permissions, ensuring safe and compliant operations

It evaluates authority, executes approved actions, and generates instant decision traces for faster, accountable incident resolution.

Yes. Every action, authority check, and escalation is recorded for full post-incident traceability and compliance audits.

No. All automation is governed, authority-bounded, and escalated if it exceeds allowed limits, preventing unauthorized production changes.

Fast incident response. Complete authority governance. Accountability that lasts.

Move faster without losing control—resolve incidents instantly while enforcing authority, governance, and permanent accountability across every operational decision

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