---
title: "Customer Outcomes: Governed AI Results in Production"
description: See how Context OS enables governed execution, decision lineage, and measurable outcomes—reliable, safe, audit-ready AI in production.
image: https://www.elixirdata.co/hubfs/elixirdata-og-feature-image.png
---

 3

![campaign-icon](https://assets.elixirdata.co/assets/campaign.svg)

The Context OS for Agentic Intelligence

[![elixir-logo](https://www.elixirdata.co/hubfs/elixirdata-logo.svg)](https://www.elixirdata.co/)

- Platform 
  
    - [Context OS](https://www.elixirdata.co/platform/context-os/)
    - [Unify Data](https://www.elixirdata.co/platform/unify-data/)
    - [Business Context](https://www.elixirdata.co/platform/business-context/)
    - [Decision Infrastructure](https://www.elixirdata.co/platform/decision-infrastructure/)
    - [Build Agents](https://www.elixirdata.co/platform/build-agents/)
    - [Governed Agentic Actions](https://www.elixirdata.co/platform/governed-actions/)
    - [Decision Traces](https://www.elixirdata.co/platform/decisiontraces/)
  
  Platform
  
  The Decision Harness for Enterprise AI.
  
  Three primitives. One dual-gate architecture. Every agent action compiled, governed, and recorded with full lineage.

  [Explore Context OS →](https://www.elixirdata.co/platform/context-os/)
  
  The Three Primitives
  
  [⊞ Context Layer Decision-grade context compiled at the moment of decision](https://www.elixirdata.co/platform/context-os/) [⊛ Governance Layer Dual-gate policy enforcement — before reasoning, before execution](https://www.elixirdata.co/platform/decision-infrastructure/) [◈ Memory Layer Full-lineage Decision Traces, never summarized, never compressed](https://www.elixirdata.co/platform/decisiontraces/) [⟳ Feedback Band Closed-loop improvement across all three layers — 10–17% quarterly accuracy gain](https://www.elixirdata.co/platform/business-context/)

  Agentic Execution
  
  [◉ Build Agents Design and deploy governed agents on Context OS](https://www.elixirdata.co/platform/build-agents/) [▤ Dual-Gate Architecture How every action flows through Gate 1 and Gate 2](https://www.elixirdata.co/platform/governed-actions/) [▦ Decision Traces Live audit record for every agent decision, audit-ready by default](https://www.elixirdata.co/platform/decisiontraces/) [↗ Trust Graduation Shadow → Supervised → Bounded → Full Autonomy](https://www.elixirdata.co/platform/unify-data/)

  **Generic harnesses plateau.** Context OS compounds.
  
  [Download Executive Blueprint →](https://www.elixirdata.co/resources/executive-blueprint/)
- Solutions 
  
    - [Operations & SRE](https://www.elixirdata.co/solutions/operations-sre/)
    - [Security & SOC](https://www.elixirdata.co/solutions/security-and-soc/)
    - [Risk & Compliance](https://www.elixirdata.co/solutions/governance-risk-compliance/)
    - [Finance & Procurement](https://www.elixirdata.co/solutions/finance-and-procurement/)
    - [Agentic Debugging](https://www.elixirdata.co/solutions/agentic-debugging/)
    - [Agentic Code Simulations](https://www.elixirdata.co/solutions/agentic-code-simulations/)
    - [Private AI Assistant with LLM Council](https://www.elixirdata.co/solutions/private-ai-assistant/)
    - [Vision AI and Video Intelligence](https://www.elixirdata.co/solutions/vision-ai/)
    - [Banking & Financial Services](https://www.elixirdata.co/industries/banking-and-financial-services/)
    - [Manufacturing](https://www.elixirdata.co/industries/discrete-manufacturing/)
    - [Transportation](https://www.elixirdata.co/industries/transportation/)
    - [Public Safety](https://www.elixirdata.co/industries/public-safety/)
    - [Travel & Hospitality](https://www.elixirdata.co/industries/travel-and-hospitality/)
    - [Shipping & Logistics](https://www.elixirdata.co/industries/shipping-and-logistics/)
    - [Emergency Services](https://www.elixirdata.co/industries/emergency-services/)
    - [Energy & Utilities](https://www.elixirdata.co/industries/energy-utilities/)
    - [Robotics & Physical AI](https://www.elixirdata.co/industries/robotics-and-physical-ai/)
    - [Industrial Automation](https://www.elixirdata.co/industries/industrial-automation/)
  
  Solutions
  
  Built for regulated enterprise AI.
  
  Find Context OS by the role you own or the industry you operate in. Every solution anchored to the same Decision Harness — governed context, dual-gate enforcement, full-lineage traces.

  [View all solutions →](https://www.elixirdata.co/solutions/operations-sre/)
  
  By Role
  
  [⚖ Risk & Compliance Continuous risk governance with audit-ready Decision Traces](https://www.elixirdata.co/solutions/governance-risk-compliance/) [🛡 Security & SOC Governed threat detection and response with human-in-the-loop authority](https://www.elixirdata.co/solutions/security-and-soc/) [⚡ Operations & SRE Incident response grounded in validated context, every action traced](https://www.elixirdata.co/solutions/operations-sre/) [$ Finance & Procurement Approvals, thresholds, and spend controls enforced before execution](https://www.elixirdata.co/solutions/finance-and-procurement/)

  By Industry
  
  [🏦 Financial Services Model risk management, trading controls, regulatory defensibility](https://www.elixirdata.co/industries/banking-and-financial-services/) [⚕ Healthcare & Life Sciences Clinical decision support, emergency response, life-safety operations](https://www.elixirdata.co/industries/emergency-services/) [🏛 Public Sector Sovereign deployment, tenant isolation, data residency controls](https://www.elixirdata.co/industries/public-safety/) [⚙ Regulated Manufacturing Supply chain intelligence, operational safety, pre-deployment validation](https://www.elixirdata.co/industries/discrete-manufacturing/)

  Don't see your fit? **Every solution is built on the same Decision Harness.**
  
  [Request a custom briefing →](https://www.elixirdata.co/contact-us/)
- Industries 
  
    - [Industries Overview](https://www.elixirdata.co/industries/)
    - [Discrete Manufacturing](https://www.elixirdata.co/industries/discrete-manufacturing/)
    - [Industrial Automation](https://www.elixirdata.co/industries/industrial-automation/)
    - [Robotics & Physical AI](https://www.elixirdata.co/industries/robotics-and-physical-ai/)
    - [Energy & Utilities](https://www.elixirdata.co/industries/energy-utilities/)
    - [Transportation](https://www.elixirdata.co/industries/transportation/)
    - [Shipping & Logistics](https://www.elixirdata.co/industries/shipping-and-logistics/)
    - [Telecommunications](https://www.elixirdata.co/industries/telco/)
    - [Banking & Financial Services](https://www.elixirdata.co/industries/banking-and-financial-services/)
    - [Travel & Hospitality](https://www.elixirdata.co/industries/travel-and-hospitality/)
    - [Public Safety](https://www.elixirdata.co/industries/public-safety/)
    - [Emergency Services](https://www.elixirdata.co/industries/emergency-services/)
  
  Industries
  
  AI Decision Infrastructure for Modern Industry Operations.
  
  Governed, context-aware AI across industrial systems, critical infrastructure, regulated services, and public operations.

  Industrial Systems
  
  [⚙ Discrete Manufacturing Quality, traceability, and production governance](https://www.elixirdata.co/industries/discrete-manufacturing/) [⌘ Industrial Automation Safety boundaries for autonomous industrial systems](https://www.elixirdata.co/industries/industrial-automation/) [◉ Robotics & Physical AI Governed autonomy with human authority](https://www.elixirdata.co/industries/robotics-and-physical-ai/) [⚡ Energy & Utilities Safe, real-time grid decision governance](https://www.elixirdata.co/industries/energy-utilities/)

  Mobility, Networks & Travel
  
  [↗ Transportation Governed transport decisions with full lineage](https://www.elixirdata.co/industries/transportation/) [▦ Shipping & Logistics Routing, asset movement, and traceability](https://www.elixirdata.co/industries/shipping-and-logistics/) [⌁ Telecommunications Accountable AI for network operations](https://www.elixirdata.co/industries/telco/) [✦ Travel & Hospitality Governed, context-aware guest personalization](https://www.elixirdata.co/industries/travel-and-hospitality/)

  Regulated & Public Services
  
  [🏦 Banking & Financial Services Defensible decisions and regulatory controls](https://www.elixirdata.co/industries/banking-and-financial-services/) [🏛 Public Safety Explainable decisions with accountable lineage](https://www.elixirdata.co/industries/public-safety/) [⚕ Emergency Services Governed intelligence for critical response](https://www.elixirdata.co/industries/emergency-services/)

  **Industry-specific operations.** One governed Decision Harness.
  
  [Explore all industries →](https://www.elixirdata.co/industries/)
- Enterprise 
  
    - [Agent Registry](https://www.elixirdata.co/enterprise/agent-registry/)
    - [AgentOps](https://www.elixirdata.co/enterprise/agentops/)
    - [Agent Identity & Access](https://www.elixirdata.co/enterprise/agent-identity-and-access/)
    - [Evaluation and Optimization](https://www.elixirdata.co/enterprise/evaluation-optimization/)
    - [Trust Center](https://www.elixirdata.co/enterprise/trust-center/)
    - [Privacy, Security & Compliance](https://www.elixirdata.co/enterprise/privacy-security-compliance/)
    - [Data Residency & Isolation](https://www.elixirdata.co/enterprise/data-residency/)
    - [Admin & Access Control](https://www.elixirdata.co/enterprise/agent-identity-and-access/)
    - [SLAs & Support](https://www.elixirdata.co/enterprise/ai-sla-support/)
  
  Enterprise
  
  Enterprise control without slowing execution.
  
  Operational governance and compliance-grade trust built into every deployment. Certified to SOC 2, ISO 27001, and defensible under OCC SR 11-7 and the EU AI Act.

  [Visit Trust Center →](https://www.elixirdata.co/enterprise/trust-center/)
  
  Agent Operations
  
  [◉ Agent Registry Approve agents, scopes, tools, and versions with full lifecycle management](https://www.elixirdata.co/enterprise/agent-registry/) [◎ AgentOps Monitor execution, track boundary violations, one-click rollback](https://www.elixirdata.co/enterprise/agentops/) [⚿ Agent Identity Scoped access per task — no over-permissioning, no added risk](https://www.elixirdata.co/enterprise/agent-identity-and-access/) [↗ Trust Graduation Shadow → Supervised → Bounded → Full Autonomy lifecycle](https://www.elixirdata.co/enterprise/evaluation-optimization/)

  Trust & Governance
  
  [⛉ Trust Center SOC 2 · ISO 27001 · CSA STAR · EU AI Act defensibility](https://www.elixirdata.co/enterprise/trust-center/) [⌖ Data Residency & Isolation Region controls, tenant isolation, full data sovereignty](https://www.elixirdata.co/enterprise/data-residency/) [◌ Workforce IAM Roles, SSO, least privilege across humans and AI coworkers](https://www.elixirdata.co/enterprise/agent-identity-and-access/) [◈ SLAs & Support Uptime guarantees, response times, escalation paths](https://www.elixirdata.co/enterprise/ai-sla-support/)

  **Audit-ready by default.** Defensible under regulation.
  
  [Request Trust Package →](https://www.elixirdata.co/enterprise/privacy-security-compliance/)
- Resources 
  
    - [Executive Blueprint](https://www.elixirdata.co/resources/executive-blueprint/)
    - [Blog](https://www.elixirdata.co/blog/)
    - [Customer Outcomes](https://www.elixirdata.co/resources/customer-outcomes/)
    - [Trust & Assurance](https://www.elixirdata.co/trust-and-assurance/authority-model/)
  
  Resources
  
  ### [Executive Blueprint Strategic guide for enterprise AI leaders](https://www.elixirdata.co/resources/executive-blueprint/)
  
  ### [Blog Insights on modern AI systems](https://www.elixirdata.co/blog/)
  
  ### [Customer Outcomes Proof of impact for clients](https://www.elixirdata.co/resources/customer-outcomes/)
  
  ### [Trust and Assurance Framework for governed decisions](https://www.elixirdata.co/trust-and-assurance/)
- Company 
  
    - [About Us](https://www.elixirdata.co/about-us/)
    - [Leadership](https://www.elixirdata.co/leadership/)
    - [Careers](https://www.elixirdata.co/careers/)
    - [Press & News](https://www.elixirdata.co/press-and-news/)
    - [Contact](https://www.elixirdata.co/contact-us/)
    - [Governance and Transparency](https://www.elixirdata.co/governance-and-transparency/)
  
  About
  
  ### [About Us Learn more about our mission and vision](https://www.elixirdata.co/about-us/)
  
  ### [Leadership Meet our experienced executive leadership team](https://www.elixirdata.co/leadership/)
  
  ### [Careers Join us in building enterprise AI solutions](https://www.elixirdata.co/careers/)
  
  ### [Press & News Stay informed with latest company updates](https://www.elixirdata.co/press-and-news/)
  
  ### [Contact Get in touch with our team directly](https://www.elixirdata.co/contact-us/)

  Company
  
  ### Governance and Transparency
  
   Discover the principles, leadership, and culture driving our approach to secure and governed enterprise AI.
  
   Learn how our frameworks for trust, compliance, and operational rigor ensure transparency and accountability at scale. 
  
  [Learn More →](https://www.elixirdata.co/governance-and-transparency)
- [Pricing](https://www.elixirdata.co/pricing/)
  
  [Pricing](https://www.elixirdata.co/pricing/)
  
  ### Pricing Overview
  
  Clear and transparent pricing models
  
  ### Deployment Options
  
  Flexible and scalable cloud choices
  
  ### Enterprise Engagement Model
  
  Customized solutions with tailored pricing

  Our Plans
  
  Pricing Tailored to Your Needs
  
  Learn about our pricing structure, plans, and options tailored to your needs.
  
  View Plans →

[Get Demo](https://www.elixirdata.co/context-os/demo/)

[LLMS TXT](https://www.elixirdata.co/llms.txt) [LLMS Full TXT](https://www.elixirdata.co/llms-full.txt) [AI Context JSON](https://www.elixirdata.co/ai-context.json)

 Customer Outcomes

# Unified Outcomes through Governed AI

 Deliver measurable business value with a complete governed decision lifecycle — from model development to real-time production insights

GovernanceComplete AI decision lifecycle

IntelligenceReal-time governed insights

OutcomesValue from AI

[Request Executive Briefing →](https://demo.elixirdata.co/) [Download Executive Blueprint](https://na2.hubs.ly/H0305bm0)

![section-tag](https://assets.elixirdata.co/assets/section-tag.svg)

The Complete Picture

## Why Governed Execution Defines AI Success

72% of enterprise AI projects fail before reaching production. Not due to poor models or bad data — but because execution lacks governance

Integrity

### Context Stability

Stale data and shifting business context degrade decision accuracy. Continuous validation ensures models stay aligned with reality, adapting to emerging trends and regulatory changes

Continuous data validation

Real-time model sync

Prevents context drift

Proactive quality checks

Maintains decision accuracy

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

Outcome: Sustained reliability through governed data integrity

Clarity

### Governed Context

Excessive, noisy, or irrelevant data clouds decisions. Context OS filters signals, maintaining precision and ensuring models operate on trusted, high-value context

Removes data noise

Ensures context relevance

Prioritizes key signals

Enhances model focus

Reduces decision bias

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

Outcome: Sharper insights through governed contextual clarity

Transparency

### Decision Memory

AI often loses its reasoning history. Context OS preserves every decision trace, enabling auditability, reproducibility, and continuous learning across the enterprise

Tracks decision lineage

Ensures full traceability

Simplifies audit reviews

Builds explainable logic

Drives learning feedback

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

Outcome: Explainable and auditable enterprise AI decisions

![section-tag](https://assets.elixirdata.co/assets/section-tag.svg)

Two-Plane Architecture

## Context and Control for Governed AI

 Two-Plane Architecture separates what AI knows from what AI is allowed to do, ensuring safe, stable, and actionable AI decisions

Context

### Context Plane

 Defines what AI knows. Governed Context Graphs, Ontology, and Decision Traces provide structured knowledge, identity resolution, and evidence-based reasoning for reliable insights

Governed Context Graphs

Ontology mapping

Decision tracing

Identity resolution

![star-icon](https://assets.elixirdata.co/assets/sparkle.svg)

Outcome: Stability over chaos in AI decisions

Control

### Control Plane

 Defines what AI is allowed to do. Progressive autonomy, trust benchmarks, and decision lineage ensure AI acts safely, transparently, and within defined operational boundaries

Progressive autonomy

Trust benchmarks

Decision lineage

Risk-controlled actions

![star-icon](https://assets.elixirdata.co/assets/sparkle.svg)

Outcome: Action without risk through governed controls

![mid-banner-cta](https://www.elixirdata.co/hubfs/Imported%20images/mid-banner-cta.svg)

## Explore Governed AI Outcomes

See how AI moves from experimentation to production without losing control

[Request Demo](https://demo.elixirdata.co/)

![section-tag](https://assets.elixirdata.co/assets/section-tag.svg)

 Canonical Layers

## The Four Layers of Context OS

 Context OS is built on four canonical layers, each solving a critical AI failure mode. Together, they enable reliable, governed, and outcome-driven AI execution in production environments

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

Resolves context confusion across enterprise systems

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

Detects semantic drift and maintains integrity

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

Enables evidence-first execution with governed autonomy

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

Preserves decision memory and historical reasoning

[Learn How Decisions Are Proven](https://www.elixirdata.co/product/decisiongraph/)

### Context Capture

 Builds ontology and resolves entity identity across systems, eliminating context confusion for AI decision-making

### Context Integrity

 Validates freshness and detects semantic drift, preventing stale or corrupted data from impacting decisions

### Policy Execution

 Enables evidence-first execution, progressive autonomy, and trust benchmarks for safe AI governance

### Runtime & Evidence

 Generates decision traces, maintains lineage, and provides searchable precedents for continuous learning

![section-tag](https://assets.elixirdata.co/assets/section-tag.svg)

Principles

## Properties Across All AI Capabilities

 Across insights, analytics, dashboards, decisions, and foresight, every capability shares core principles: context is executable, policy is enforceable, autonomy is bounded, and evidence is automatic

### Executable Context

 Context Plane provides a compiled, versioned representation of enterprise reality for accurate decision-making

 Governed Context Graphs reveal relationships, not just documents, and Ontology adds meaning to every connection

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

 Context is actionable, not merely retrievable

### Meaningful Relationships

 Relationships are executed against, not simply observed, enabling decisions to reflect real-world enterprise dynamics accurately

 Ontology ensures semantics are clear, providing structured knowledge to guide AI reasoning in every workflow

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

 Decisions leverage structured relationships

### Enforceable Policy

 The Control Plane contains deterministic constraints that prevent unauthorized actions and maintain system integrity

 Evidence-First Execution validates decisions before action, making policy structural, not advisory. Errors are impossible by design

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

 Ensuring compliance and safe execution

### Bounded Autonomy

 Progressive Autonomy ensures AI earns trust gradually, moving from Shadow to Assist, Delegate, and fully Autonomous levels

 Trust Benchmarks gate transitions and allow autonomy to be revoked if competence is not demonstrated

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

 AI acts responsibly, with trust-based boundaries

### Automatic Evidence

 Decision Traces and Decision Lineage are generated during execution, not reconstructed later, providing immediate accountability

 Every action produces immutable evidence, so audits are seamless without retroactive investigation or data archaeology

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

 Decisions generate verifiable evidence

### Immutable Audit

 Evidence captured during execution ensures every decision is auditable and reproducible across all AI workflows

 Organizations can trust AI outputs because historical reasoning is preserved and cannot be altered retroactively

![star-icon](https://www.elixirdata.co/hubfs/elixirdata-star-icon.svg)

 Immutable audit trails ensure trust

## The Compounding Loop: AI Gets Smarter Over Time

 Context OS creates a flywheel where every decision becomes a trace. These traces accumulate as precedent, enabling AI agents to handle increasingly complex cases autonomously

### Decision Traces

 Decision Traces capture every action with full context and reasoning, creating a complete record of AI decision-making

These traces become searchable precedent, allowing future decisions to leverage past insights for improved accuracy and speed

[Learn about Platform](https://docs.elixirdata.co/docs/intro/)

### Progressive Learning

 Precedent enables agents to handle more cases autonomously, expanding AI capabilities without manual intervention or additional training

Each automated decision adds a new trace, making the Context Graph increasingly valuable and improving decision quality over time

[Book Demo](https://demo.elixirdata.co/)

![section-tag](https://assets.elixirdata.co/assets/section-tag.svg)

Domains of Control

## Govern Every AI Decision — Across Systems, Functions, and Contexts

 ElixirData defines how AI operates safely, consistently, and transparently across the enterprise

### [AI Insights Gain real-time visibility into incidents, escalation paths, and decision logic using contextual intelligence Strengthen Operational Governance](https://www.elixirdata.co/customer-outcomes/ai-insights/)

### [Agentic Analytics Automate detection and response while maintaining policy control, evidence integrity, and human supervision Enhance Security Resilience](https://www.elixirdata.co/customer-outcomes/agentic-analytics/)

### [AI Dashboards Enforce compliance proactively by applying governance rules before execution, not after review Enable Continuous Compliance](https://www.elixirdata.co/customer-outcomes/ai-dashboards/)

### [Decision AI Apply governed approvals and spend thresholds to automate financial processes without losing oversight Optimize Financial Accountability](https://www.elixirdata.co/customer-outcomes/decision-ai/)

### [Predictive Intelligence Extend AI governance to machines, sensors, and edge systems ensuring safety and traceability Secure Physical AI Operations](https://www.elixirdata.co/customer-outcomes/predictive-intelligence/)

### [Actionable Insights Validate code changes and simulate execution paths to ensure safe, predictable deployment outcomes Verify Code Integrity](https://www.elixirdata.co/customer-outcomes/actionable-insights/)

![section-tag](https://assets.elixirdata.co/assets/section-tag.svg)

Shared Capability Principles

## Four Core Properties Across All AI Capabilities

 Across insights, analytics, dashboards, decisions, and foresight, every capability shares core principles: context is executable, policy is enforceable, autonomy is bounded, and evidence is automatic

### Executable Context

 The Context Plane provides a compiled, versioned representation of enterprise reality, enabling accurate, contextualized decision-making

 Governed Context Graphs reveal relationships, and Ontology provides meaning for every connection, making context actionable

![star-icon](https://assets.elixirdata.co/assets/sparkle.svg)

 Context is actionable across all enterprise AI capabilities

### Enforceable Policy

 The Control Plane contains deterministic constraints that prevent unauthorized actions, ensuring system integrity

 Evidence-First Execution validates decisions before action, making policy structural, not advisory, avoiding uncontrolled operations

![star-icon](https://assets.elixirdata.co/assets/sparkle.svg)

 Policy is embedded, ensuring compliance and safe AI execution

### Bounded Autonomy

 Progressive Autonomy ensures AI earns trust gradually, moving through Shadow, Assist, Delegate, and Autonomous stages

 Trust Benchmarks gate every transition and allow autonomy to be revoked if competence is insufficient

![star-icon](https://assets.elixirdata.co/assets/sparkle.svg)

 AI acts responsibly with controlled, trust-based boundaries

### Automatic Evidence

 Decision Traces and Decision Lineage are generated during execution, providing immediate and immutable accountability

 Every decision produces verifiable evidence, so audits are seamless without retroactive reconstruction or data archaeology

![star-icon](https://assets.elixirdata.co/assets/sparkle.svg)

 Immutable evidence ensures traceability across AI workflows

![section-tag](https://assets.elixirdata.co/assets/section-tag.svg)

FAQ

## Frequently Asked Questions

 Why do otherwise intelligent AI systems fail in production?  chevron-up icon

 Because execution is ungoverned — not because models lack intelligence. AI knows what to do but doesn’t know what it’s allowed to do. That’s the Decision Gap

 What is a Context OS?  chevron-up icon

 An operating system that governs how AI actions are authorized, constrained, and verified before execution. It provides the Context Plane (what AI knows) and the Control Plane (what AI is allowed to do)

 Is ElixirData an AI model?  chevron-up icon

 No. ElixirData governs AI systems. It provides everything required to make AI reliable — except the model itself. Bring your own LLM; we provide the governance layer

 How does Context OS improve AI outcomes?  chevron-up icon

 By combining governance, context, and traceable decision-making, Context OS ensures AI decisions are safe, auditable, and progressively more intelligent over time

## Context is the new compute. Trust is the execution layer

 Trust acts as the execution layer, ensuring every AI decision is reliable, governed, and accountable. Together, they transform raw data into actionable, defensible outcomes

[See How It Works](https://demo.elixirdata.co/) [Request Executive Demo](https://na2.hubs.ly/H0305bm0)

![elixir-logo](https://www.elixirdata.co/hubfs/elixirdata-logo.svg)

ElixrData is the Decision Harness for Enterprise AI agents. Context tells AI what's true. Governance tells AI what's allowed.

[Get Demo](https://www.elixirdata.co/context-os/demo/)

### Platform

[Context OS](https://www.elixirdata.co/platform/context-os/) [Build Agents](https://www.elixirdata.co/platform/build-agents/) [Unify Data](https://www.elixirdata.co/platform/unify-data/) [Business Context](https://www.elixirdata.co/platform/business-context/) [Decision Infrastructure](https://www.elixirdata.co/platform/decision-infrastructure/) [Agentic Actions](https://www.elixirdata.co/platform/governed-actions/) [Decision Traces](https://www.elixirdata.co/platform/decisiontraces/)

### Solutions

[Operations & SRE](https://www.elixirdata.co/solutions/operations-sre/) [Security & SOC](https://www.elixirdata.co/solutions/security-and-soc/) [Risk & Compliance](https://www.elixirdata.co/solutions/governance-risk-compliance/) [Finance & Procurement](https://www.elixirdata.co/solutions/finance-and-procurement/) [Agentic Debugging](https://www.elixirdata.co/solutions/agentic-debugging/) [Vision AI](https://www.elixirdata.co/solutions/vision-ai/)

All industries

### Enterprise

[Agent Registry](https://www.elixirdata.co/enterprise/agent-registry/) [AgentOps](https://www.elixirdata.co/enterprise/agentops/) [Agent Identity & Access](https://www.elixirdata.co/enterprise/agent-identity-and-access/) [Evaluation & Optimization](https://www.elixirdata.co/enterprise/evaluation-optimization/) [Trust Center](https://www.elixirdata.co/enterprise/trust-center/) [Data Residency](https://www.elixirdata.co/enterprise/data-residency/) [SLAs & Support](https://www.elixirdata.co/enterprise/ai-sla-support/)

### Integrations

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