Executive Brief: From AI Experiments to Enterprise Adoption
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The Challenge
Most enterprises are stuck in AI experimentation. Despite significant investments, 62% remain in pilot mode, unable to scale AI initiatives into production value. The gap isn't technology—it's methodology.
Common Symptoms
- AI pilots that demonstrate promise but never scale
- Shadow AI usage creating ungoverned risk
- Executive pressure for ROI without clear path forward
- Technical implementations that users reject or ignore
- Unpredictable costs eroding business case credibility
The Orion AI Outcomes Approach
OAIO addresses the full spectrum of AI adoption challenges through six integrated pillars:
| Pillar | Focus | Outcome |
|---|---|---|
| 1. Value & Adoption | Identify and prioritize opportunities | Ranked pipeline of AI agents |
| 2. Data Readiness | Assess data for specific agents | Actionable readiness scores |
| 3. AI Protection | Establish governance framework | Trust and compliance guardrails |
| 4. Experience Design | Design human-AI interaction | Adoption-ready interfaces |
| 5. FinOps | Model costs and controls | Sustainable economics |
| 6. Exit & Handoff | Engineering documentation | Implementation-ready specs |
Why OAIO Works
Agent-Specific, Not Enterprise-Wide
Traditional approaches require enterprise data transformation before AI can begin. OAIO assesses readiness for specific AI agents, enabling faster time-to-value without boiling the ocean on data quality.
Adoption as the Success Metric
Model accuracy means nothing if users don't adopt. OAIO designs for human trust and usability from day one, ensuring AI initiatives deliver measurable business outcomes.
Cloud Partnership Advantage
OAIO is delivered in partnership with AWS, Microsoft, and Google Cloud. Cloud partners subsidize engagements, provide technical validation, and ensure access to the latest AI platform capabilities.
Expected Outcomes
| Timeline | Deliverable |
|---|---|
| Week 3 | Prioritized portfolio of 10-15 AI agent opportunities |
| Week 5 | Data readiness assessment with actionable gap analysis |
| Week 6 | Governance framework with policy recommendations |
| Week 8 | Experience designs and interaction patterns |
| Week 9 | FinOps model with ROI projections and engineering-ready documentation |
Next Steps
Contact your Orion representative to schedule a discovery conversation and learn how OAIO can accelerate your organization's AI adoption journey.