Consulting & Transformation
Enterprise AI transformation, from use case to controlled scale
Data readiness, use-case prioritization, governance, target architecture and a measured pilot with a plan to scale.
Business challenges
What organizations come to us with
AI pilots that never reach production
Unclear ownership of AI risk
Data that is not ready for AI use
Capabilities
What IENVO provides
- Data readiness and use-case assessment
- Governance and target architecture
- Measured AI pilot
- Evaluation and scale-up plan
Ideal for
- Enterprises with several AI initiatives
- Organizations needing AI governance
- Leadership teams seeking evidence before investing
Delivery roadmap
How this engagement is delivered
Each phase ends with named deliverables and an acceptance checkpoint you sign off. Select a phase to see activities, deliverables and your responsibilities.
Explore: Assess data readiness and use cases
Assess data readiness and use cases.
Activities
- Stakeholder interviews and workshops
- Review of current systems, data and documents
- Scope, risks and success measures
You receive
- Findings and current-state report
Your responsibilities
Make stakeholders, documentation and system access available.
Design: Prioritize use cases, governance and target architecture
Prioritize use cases, governance and target architecture.
Activities
- Solution and data design
- Security, roles and integration design
- Backlog, estimates and release plan
You receive
- Options analysis and target state
Your responsibilities
Review designs and approve key decisions.
Generate: Build measured AI pilot
Build measured AI pilot.
Activities
- Iterative build or configuration
- Integration and automated checks
- Sprint or milestone demonstrations
You receive
- Roadmap and initiative definitions
Your responsibilities
Attend demos and give timely feedback.
Validate: Evaluate quality, safety and business value
Evaluate quality, safety and business value.
Activities
- Functional, integration and regression testing
- Data validation
- User acceptance testing
You receive
- Validated recommendations
Your responsibilities
Provide UAT testers and sign off results.
Evolve: Create controlled scale and adoption plan
Create controlled scale and adoption plan .
Activities
- Deployment or rollout
- Training and documentation
- Hypercare and transition to support
You receive
- Executive readout and transition plan
Your responsibilities
Prepare users for the change and nominate support contacts.
Engagement models
Ways to work with us
Fixed scope
For clearly defined deliverables, agreed after discovery.
Time & materials
For evolving requirements and advisory work.
Dedicated team
For long-term delivery capacity, governed by IENVO.
Managed services
For ongoing support, monitoring and enhancement.
Integration & security
Considerations we plan for
Pilots run with defined data boundaries, evaluation criteria and human oversight.
Post-launch support
Hypercare after go-live, then optional managed support and enhancements under a defined service scope.
FAQ
Frequently asked questions
How do you measure pilot success?
Success measures are agreed before the pilot and evaluated at the end.
Can this include Microsoft Copilot?
Yes, where Microsoft platforms fit the use case.
Do you publish prices?
No. Every engagement is scoped after an initial conversation or discovery, and a proposal sets out scope, deliverables and phases.
Start a conversation
Tell us about your organization and what you need.
A consultant reviews every inquiry. The questions change with the type of inquiry so we can prepare properly for the first call.
- We review your inquiryA consultant matched to your service area reads it.
- Initial conversationA call to understand goals, constraints and stakeholders.
- Recommended next stepA discovery session, proposal or resource shortlist.
Prefer to talk? +1 469 751 2667 · +92 331 450 1447
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