Days 1-15
Discovery and prioritization
- Define 6-8 high-impact use cases with business teams.
- Assess data readiness, access, and compliance constraints.
- Lock KPI targets with executive alignment.
Implementation Guide
What Is AI Consulting? A 90-Day ROI Execution Plan
Many AI initiatives stall at PoC due to unclear ownership and weak KPI alignment. This guide outlines a practical model to produce measurable impact in 90 days.
90-day execution roadmap
Days 16-35
PoC design and validation
- Select 1-2 use cases with the highest expected ROI.
- Define architecture, integration steps, and acceptance criteria.
- Complete security and governance controls before launch.
Days 36-65
Pilot go-live
- Launch to a controlled user group.
- Track operations, pipeline, and customer metrics weekly.
- Apply sprint-based improvements to prompts, models, and workflows.
Days 66-90
Scale and governance
- Establish permanent ownership between business and technical teams.
- Standardize MLOps and monitoring dashboards.
- Prepare rollout for use case #2 and #3.
Recommended KPI pack for the first 90 days
- Reduction in repetitive task time (%)
- Cost per process improvement (%)
- Lead-to-opportunity conversion uplift (%)
- Customer response time improvement (%)
- Model output quality and accuracy score
4 common failure points
- Starting without business KPI definition
- Leaving ownership only to technical teams
- Postponing security and governance to later phases
- Scaling before pilot outcomes are measured
Build your 90-day AI roadmap with our team
In a short discovery session, we assess your current state and design an execution plan tied to measurable business outcomes.