---
title: Context OS™ — The Decision Harness for Enterprise AI
description: ElixrData's Context OS is the Decision Harness for Enterprise AI — compiling context, enforcing policy before execution, capturing every Decision Trace.
image: https://www.elixirdata.co/hubfs/elixirdata-og-feature-image.png
---

![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 01 Decision-grade context compiled at the moment of decision](https://www.elixirdata.co/platform/context-os/) [⊛ Governance Layer 02 Dual-gate policy enforcement — before reasoning, before execution](https://www.elixirdata.co/platform/decision-infrastructure/) [◈ Memory Layer 03 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)

Context OS™

for Agentic Intelligence

# The Decision Harness for Enterprise AI agents

 ElixrData Context OS is the Decision Harness for Enterprise AI agents — compiling decision-grade context, enforcing policy and authority before execution, and capturing full-lineage Decision Traces for every action. Stanford proved the harness — not the model — drives a 6x performance gap. Context OS is the governed version built for regulated production

 Integrated with every enterprise system. Model-agnostic by design. Audit-ready under OCC SR 11-7, the EU AI Act, and US Treasury AI guidance — and compounding 10–17% in quarterly accuracy as agents do real work, without retraining the model

⊞ Context Compilation

⊛ Decision Governance

◈ Decision Memory

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

![homepage-banner-illustration](https://www.elixirdata.co/hubfs/elixir-data-banner-image.svg)

2–3x

Faster Incident Resolution

Diagnose and resolve issues through unified agent reasoning

38%

Lower Cost Variance

Maintain financial control with AI-driven cost optimization

60%

Faster Decision Cycles

Accelerate reporting and improve operational decision-making

## TRUSTED BY ENTERPRISE TEAMS BUILDING GOVERNED AI

![microsoft-icon](https://www.xenonstack.com/hubfs/Imported%20images/microsoft.svg)

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

![nvidia-logo](https://www.xenonstack.com/hubfs/Imported%20images/nvidia-logo.jpg)

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

![aws-icon](https://www.xenonstack.com/hubfs/Imported%20images/aws.svg)

![databricks-icon](https://www.xenonstack.com/hubfs/Imported%20images/databricks.svg)

50+ enterprise system integrations · Certified to SOC 2, ISO 27001 & 27701 · Governance that compounds with every deployment

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

The Gap

## The Decision Gap: Where Enterprise AI Breaks

 Enterprise systems are excellent at recording what happened. They almost never capture why an action was allowed — or whether it should have executed at all. That missing reasoning is where enterprise AI fails

Why AI Demos Work

### Controlled Environments Hide the Risk

 Scoped data and informal oversight make every pilot look ready

![decision-gap-why-demos-work](https://www.elixirdata.co/hubfs/decision-gap-why-demos-work.svg)

Use cases stay narrow to show quick wins

Data is cleaned, curated, and consistently predictable always

Oversight remains informal, assumed, and rarely enforced consistently

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

Outcome: Successful POCs

Why Production Fails

### Real Constraints Break Everything

 Permissions, audit trails, and exceptions expose every gap

![decision-gap-production-fails](https://www.elixirdata.co/hubfs/decision-gap-production-fails.svg)

Permissions are mandatory, enforced, and audited at scale

Exceptions happen constantly and break happy-path assumptions

Audit trails are required for every action taken

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

Outcome: Incidents and loss of trust

What's Actually Missing

### Authority and Reasoning Are Missing

 No system enforces authority before execution happens

![decision-gap-what-is-missing](https://www.elixirdata.co/hubfs/decision-gap-what-is-missing.svg)

Allowed actions are undefined across systems and teams

Ownership unclear when decisions cross boundaries

Constraints go unenforced until risk appears after execution

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

Outcome: This is the Decision Gap

**60% of AI projects fail in production** due to missing governance infrastructure — Gartner, 2026

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

Three Context Layers — The Industry Built Two

## Agents need three layers of context to work in production

Production-grade agents require more than data and knowledge—they need decision context. Only when all three layers align can agents act reliably, safely, and in line with business intent.

01

### Data Context

"What does the data mean?"

Metadata, lineage, definitions, quality. The foundation for any data-driven organization.

02

### Knowledge Context

"What does the organization know?"

Documents, conversations, people, activity. Organizational knowledge made searchable.

03

### Decision Context

"What is this agent allowed to do?"

Policy gates, authority verification, decision memory, evidence trails. The governance layer that makes autonomous execution safe.

This is Context OS — by ElixirData

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

## Close the Decision Gap Before AI Takes Action

Govern context and enforce authority upfront, so every AI execution is justified, compliant, and trusted—before incidents happen

[Explore Context OS](https://www.elixirdata.co/platform/context-os/)

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

How Context OS Works

## Three primitives. One dual-gate architecture. Every agent action governed end-to-end

Retrieval tools stop at context. Observability tools stop at logs. Context OS enforces policy at two deterministic gates — before reasoning and before execution — so no agent action reaches a system of record without passing both

### Context Compilation

Decision-grade context, not more retrieval

Assembles the right information, scoped to the right boundaries, at the right time. Resolves identities, infers constraints, and determines authority — so every downstream decision reasons on validated, versioned enterprise truth.

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

60% token cost reduction

### Decision Governance

Dual-gate enforcement. Before reasoning. Before execution

Gate 1 evaluates policy before the agent reasons — scoping what it sees. Gate 2 evaluates policy before the agent acts — determining whether the action is allowed, modified, escalated, or blocked. Every gate deterministic. Every decision logged.

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

2 gates · 4 deterministic action states

### Decision Memory

Every decision defensible. Every trace a teacher

Persistent Decision Traces capture context, policies, authority, action, and evidence — full lineage, never summarized. The same traces feed closed-loop improvement and agents get measurably better without retraining the model

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

10–17% quarterly accuracy gain

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

Context OS Architecture

## The three-layer architecture behind every governed agent action

One canonical taxonomy. Three stacked layers. A continuous Feedback Band that turns every execution into institutional learning — without retraining the model

01

Context Layer

Scoped, versioned, decision-grade.

Canonical world state and time-bound context projections compiled at the moment of decision. Every agent reasons on the same validated, versioned enterprise truth — resolved identities, inferred constraints, determined authority. No noise. No drift. No stale retrieval.

⊞

02

Governance Layer

Dual-gate enforcement before every action.

Explicit constraints evaluated at two deterministic gates — before reasoning and before execution. Policy is structural, not additive: Decision Boundaries run inside the gateway as middleware, not beside it. Every action is allowed, modified, escalated, or blocked before it touches a system of record.

⊛

03

Memory Layer

Full-lineage evidence, never summarized.

Persistent Decision Traces capture context, policies, authority, action, and outcome for every agent run — immutable, audit-ready by default, and defensible under OCC SR 11-7 and the EU AI Act. The substrate the Feedback Band reads from.

◈

Feedback Band — Continuous Closed-Loop Improvement

**Outcomes map back to causes across all three layers** 10–17% quarterly accuracy gain — without retraining the model

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

Decision Memory

## Every AI decision. Defensible. Traceable. Learned from.

 Traditional AI remembers nothing. Decision Memory remembers everything — what was decided, why it was allowed, by whose authority, and what happened next.

 Audit-ready exports are automatically mapped to policies, controls, and regulatory obligations. Decision Traces document evidence, applied constraints, approvals, and consistent controls across time. 

[See how Decision Traces work](https://www.elixirdata.co/platform/decisiontraces/)

01

🔍

Context Compiled

What information was assembled, which systems were queried, entity resolution applied

02

📋

Policies Evaluated

Which rules were applied, what the results were, dual-gate evaluation outcome

03

🔐

Authority Verified

Under whose authority, with what scope, separation of duties enforced

04

⚡

Action Taken

What was executed or blocked, which systems affected, rollback state captured

05

✅

Evidence Produced

Compliance artifacts generated, regulatory mapping applied, precedent recorded

↻ Fed into Memory Layer

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

Customer Outcomes

## Enterprise Teams building with Context OS

See how leading organizations across industries are using Context OS to cut costs, accelerate workflows, and deliver auditable AI at enterprise scale

“

 We reduced audit preparation time by 98% with Decision Traces. Three weeks of manual review became same-day export.

Chief Data Officer

Fortune 500 Manufacturer

“

 Context OS transformed our emergency dispatch intelligence. Response time predictions improved by 40%, and every AI-driven triage decision now carries a full audit trail — critical for life-safety operations at scale.

Director of Innovation

Dubai Ambulance

“

 Context OS reduced our token costs by 60% and eliminated the context rot problem. Our agents are faster and more accurate every quarter.

Enterprise Saas

Dubai Future Foundation

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

Built for Leaders

## Built for leaders responsible for AI at scale

 The ElixirData Context OS connects your enterprise systems, orchestrates context-aware agents, and delivers governed outputs that teams can act on immediately

### [4-week enterprise deployment CIO / CAIO — Enterprise AI Control Govern how AI systems operate across the enterprise — without embedding business logic into model weights or brittle prompts Define, enforce, and evolve AI behavior through context and policy, not retraining cycles Explore Now](https://www.elixirdata.co/leaders/enterprise-ai-control/)

### [10-17% quarterly accuracy COO - Operational Standardization Standardize execution across teams while preserving real-world exceptions, edge cases, and the nuanced realities of complex operational environments Learn operational rules from real execution, enforce consistently, adapt as workflows evolve Explore Now](https://www.elixirdata.co/leaders/operational-standardization/)

### [Continuous drift detection CDO — Governed Business Context Ensure data, definitions, and decisions reflect a single operational reality across teams and systems. All AI systems reason on the same validated, versioned business context with continuous drift detection Explore Now](https://www.elixirdata.co/leaders/governed-business-context/)

### [Dual-gate policy enforcement CFO / CISO— Risk, Audit & Ownership Ensure autonomous systems operate inside financial, security, regulatory, and audit boundaries — with clear ownership Autonomy gated by policy compliance, evidence quality, recovery guarantees, and escalation thresholds Explore Now](https://www.elixirdata.co/leaders/risk-audit-ownership/)

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

Domains of Control

## Start where risk is highest

Domains of Control define how AI decisions are constrained, authorized, and evidenced consistently across the enterprise

### [![operations-sre](https://www.elixirdata.co/hs-fs/hubfs/Imported%20sitepage%20images/hr-data-integration.png?width=400&height=225&name=hr-data-integration.png) Operations & SRE Govern incident response using validated business context instead of brittle runbooks. Every action traced Explore Now ![keyboard-arrow-right](https://www.elixirdata.co/hubfs/Imported%20images/keyboard-arrow-right.svg)](https://www.elixirdata.co/solutions/operations-sre/)

### [![security-soc](https://www.elixirdata.co/hs-fs/hubfs/Imported%20sitepage%20images/data-forge-and-data-foundry.png?width=400&height=225&name=data-forge-and-data-foundry.png) Security & SOC Automate threat detection and response while preserving policy enforcement, evidence trails, and human-in-the-loop authority Explore Now ![keyboard-arrow-right](https://www.elixirdata.co/hubfs/Imported%20images/keyboard-arrow-right.svg)](https://www.elixirdata.co/solutions/security-and-soc/)

### [![risk-compliance](https://www.elixirdata.co/hubfs/Imported%20images/employee-data.png%3Fwidth=400%26amp%3Bheight=225%26amp%3Bname=employee-data.png) Risk & Compliance Make compliance continuous and execution-aware by enforcing rules before actions occur — not after audits fail Explore Now ![keyboard-arrow-right](https://www.elixirdata.co/hubfs/Imported%20images/keyboard-arrow-right.svg)](https://www.elixirdata.co/solutions/risk-and-compliance/)

### [![finance-procurement](https://www.elixirdata.co/hs-fs/hubfs/Imported%20sitepage%20images/ai-platform-and-automation-1.png?width=400&height=225&name=ai-platform-and-automation-1.png) Finance & Procurement Enforce approvals, thresholds, reconciliations, and spend controls using governed context shared across systems Explore Now ![keyboard-arrow-right](https://www.elixirdata.co/hubfs/Imported%20images/keyboard-arrow-right.svg)](https://www.elixirdata.co/solutions/finance-and-procurement/)

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

Deployments

## Deploy where your risk and data live

 Drive intelligent, data-driven decisions that reduce costs, accelerate outcomes, and deliver sustained measurable ROI

[Essential Managed SaaS Fully managed Business Context OS with strict tenant isolation. Customers retain full control of context and policies — no data used for training Best for: Teams needing rapid rollout with minimal operational burden Teams prioritizing scalable deployment with minimal operational overhead Organizations seeking speed without sacrificing audit-ready trust Get Started](https://www.elixirdata.co/context-os/demo/)

[Growth Customer VPC Deployed in your cloud account with full tenant isolation. Balances simplicity with strict control over evidence, policies, and security Best for: Regulated teams requiring strict controls inside their cloud Organizations enforcing data residency and security boundaries Teams wanting control without managing complex platform operations Get Started](https://www.elixirdata.co/context-os/demo/)

[Enterprise On-Prem & Hybrid Runs in your data center or hybrid environment with full data sovereignty and complete control over all operational and security layers Best for: Highly regulated deployments requiring full sovereign data control Hybrid environments integrating legacy systems with strict governance Safety-critical operations where failure risks are unacceptable Contact Us](https://www.elixirdata.co/contact-us/)

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

Resources

## Helpful Resources & Blogs

Explore insights, use cases, and expert perspectives on governing AI systems, improving decision control, and scaling enterprise AI with confidence

### [![context-graph-explained](https://www.elixirdata.co/hs-fs/hubfs/Xenon%20Daily%20Work-1%20(12).png?width=1920&height=1080&name=Xenon%20Daily%20Work-1%20(12).png) Context Graphs Explained: Why They Matter and Build Learn what Context Graphs are, why enterprises need them, and how to build decision infrastructure for agentic AI systems Explore Now](https://www.elixirdata.co/blog/context-graphs)

### [![context-os-governed-agent](https://www.elixirdata.co/hs-fs/hubfs/Xenon%20Daily%20Work-1%20%2882%29.png?width=1920&height=1080&name=Xenon%20Daily%20Work-1%20%2882%29.png) What Is Context OS? The Governed AI Agent Operating System What is Context OS? It's the governed operating system for enterprise AI agents — compiling context, enforcing policy, and tracing every AI decision Explore Now](https://www.elixirdata.co/blog/what-is-context-os)

### [![context-engineering-governance](https://www.elixirdata.co/hs-fs/hubfs/Xenon%20Daily%20Work-1%20%2881%29.png?width=1920&height=1080&name=Xenon%20Daily%20Work-1%20%2881%29.png) Context Engineering Lacks Decision Governance for AI Agents Context engineering optimizes what AI agents know. Decision governance for AI agents controls what they do. See why 86% of enterprises are missing Explore Now](https://www.elixirdata.co/blog/decision-governance-for-ai-agents)

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

Enterprise

## Enterprise control without slowing execution

 A unified operating layer that governs autonomous systems with precision—balancing oversight, security, regional controls, and access discipline while maintaining operational speed and resilience

Agent Operations

### Agent Registry

Approve agents, scopes, tools, boundaries, and versions. Full lifecycle management with entitlement enforcement.

### AgentOps

Monitor execution in real time. Track boundary violations, policy drift, performance degradation. One-click rollback.

### Agent Identity & Access

Scope access to exactly what each task requires. Agents act on your behalf without over-permissioning or added risk.

### Evaluation and Optimization

Agent actions are visible and auditable. Built-in monitoring and detailed logs provide traceability, accountability, and control.

Trust & Governance

### Privacy, Security & Compliance

Built on a trusted security foundation meeting SOC 2 Type II, ISO/IEC 27001, 27017, 27018, 27701, and CSA STAR standards.

### Data Residency & Isolation

Full data sovereignty with tenant isolation. Deploy to your region with strict residency controls and network-level separation.

### Admin & Access Control

Enterprise IAM across your workforce of employees and AI coworkers. Role-based controls, SSO, and audit-ready access management.

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

By the Numbers

## What happens when the harness is governed

Four metrics. Three primitives. One governed harness delivering measurable impact from day one.

60

%

Token cost reduction

⊞Context Layer

98

%

Faster audit preparation

◈Memory Layer

10–17

%

Quarterly accuracy gain

◈Feedback Band

4

wks

Enterprise deployment

⊞Managed Saas

Based on ElixrData customer deployments, 2025–2026.

## The Decision Harness for Enterprise AI agents

 Context tells AI what's true. Governance tells AI what's allowed. Memory tells AI what happened — so the next decision is better than the last.

 Generic harnesses plateau. Context OS compounds.

[Request Executive Demo →](https://www.elixirdata.co/context-os/demo/) [Download Blueprint →](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

[Databricks](https://www.elixirdata.co/integrations/databricks/) [Looker](https://www.elixirdata.co/integrations/looker/) [Power BI](https://www.elixirdata.co/integrations/power-bi/) [Qlik](https://www.elixirdata.co/integrations/qlik/) [AWS QuickSight](https://www.elixirdata.co/integrations/aws-quicksight/) [SAP](https://www.elixirdata.co/integrations/sap/) [Sigma Computing](https://www.elixirdata.co/integrations/sigma-computing/) [Snowflake](https://www.elixirdata.co/integrations/snowflake/) [Spotfire](https://www.elixirdata.co/integrations/spotfire/) [Tableau](https://www.elixirdata.co/integrations/tableau/) [ThoughtSpot](https://www.elixirdata.co/integrations/thoughtspot/) [Traditional Analytics](https://www.elixirdata.co/integrations/traditional-analytics/)

### 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 and Assurance](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/)

© 2026 ElixirData | Context OS™ — Making Context Executable, Enforceable, and Governed

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[Telco](https://www.elixirdata.co/industries/telco/) [Agent Ecosystem](https://www.elixirdata.co/ai-agents/agent-ecosystem/) [Hyperautomation Generative AI Book](https://www.elixirdata.co/newsroom/press-release/hyperautomation-generative-ai-book/) [Resources](https://www.elixirdata.co/resources/) [Audit Agent](https://www.elixirdata.co/ai-agents/audit-agent/) [Approval Agent](https://www.elixirdata.co/ai-agents/approval-agent/) [Decision Review Agent](https://www.elixirdata.co/ai-agents/decision-review-agent/) [Enterprise](https://www.elixirdata.co/enterprise/) [Compliance Agent](https://www.elixirdata.co/ai-agents/compliance-agent/) [Exception Handling Agent](https://www.elixirdata.co/ai-agents/exception-handling-agent/) [ElixirOS](https://www.elixirdata.co/product/elixiros/)

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