AI Adoption Intelligence

Turn AI Usage into Measurable Business Impact

Role-based visibility into AI usage, intent, services, ROI, and productivity trends, so enablement programmes focus on measurable business value.

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The Challenge

Organisations invest in AI tools and training but cannot see how AI is actually used.

Adoption success differs by department, role and use case, but reporting is fragmented.

Enablement teams need data to identify champions, gaps and repeatable best practices.

The Solution

Adoption Intelligence classifies AI usage and intent across teams, turning real activity into dashboards, benchmarking and targeted enablement actions.

Core Capabilities & Mechanics

Enterprise Adoption Dashboards:

Track AI adoption by department, group, role, and usage trends over time.

AI Usage & Intent Intelligence:

Classify how AI is used and identify where it creates measurable business value.

AI Service Visibility:

See usage across approved enterprise AI tools and public AI services.

Benchmarking & Improvement:

Identify AI champions, low-engagement teams, and opportunities to improve adoption.

Personalised Progress Insights:

Provide tailored insights, recognition badges, and periodic progress reports for users and managers.

Benefits

Make AI adoption visible and measurable across the organisation.

Focus training budgets where adoption or value is low.

Scale successful practices from high-performing users and teams.

Support governance with structured usage oversight.

FAQ Quick Access

Frequently Asked Questions

What AI platforms does Pragatix AI Adoption Intelligence monitor?

The solution provides visibility into approved enterprise AI platforms and selected public AI tools used across the organization.

Does this solution monitor employee content or personal data?

Pragatix focuses on usage patterns, intent classification, and adoption metrics. Monitoring configurations are aligned with enterprise governance and privacy requirements.

Can adoption be measured across departments and roles?

Yes. The platform provides department-level and role-based dashboards, enabling leadership to compare adoption maturity across teams.

How does the HEART framework apply?

Pragatix measures Happiness, Engagement, Adoption, Retention, and Task Success to provide a structured view of both adoption behavior and business impact.

Can organizations identify AI champions?

Yes. The platform highlights leading users and high-engagement teams, supporting recognition programs and peer-driven enablement strategies.

Is this suitable for regulated industries?

Yes. The solution is designed for governance-driven environments, providing structured visibility while aligning with enterprise security and compliance policies.

Find where AI adoption is working – and where enablement is needed.

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