AI Drive

AI Drive quantifies AI adoption with outcome-based metrics such as active users, engaged time, AI interactions, and employee-reported time saved. It benchmarks usage against anonymized peer data to show whether your organization is leading or lagging. By combining behavioral telemetry with sentiment insights, AI Drive moves beyond vanity metrics and reveals where adoption drives real productivity. When connected to targeted guidance, leaders can directly correlate enablement efforts with increased usage and measurable ROI, replacing assumptions with defensible evidence. 

AI Drive provides enterprise-wide visibility into general-purpose AI tools such as ChatGPT, Gemini, Copilot, and Claude, as well as AI features embedded within platforms like Microsoft 365 and other business applications. It captures interaction trends across web and desktop environments, showing who uses which tools, how often, and for how long. This unified telemetry enables organizations to compare tools side by side, identify champions and underutilizers, and understand how AI is being applied across real workflows. 

AI Drive detects the use of unapproved or unsanctioned AI tools across the organization, giving IT and governance teams an objective view of shadow AI exposure. Instead of relying on fragmented app analytics, AI Drive centralizes visibility in one platform and data model. Leaders can identify where employees are bypassing approved tools and take informed action. When paired with Adopt, organizations can redirect users in the flow of work toward sanctioned platforms, reinforcing compliance without disrupting productivity.

Yes. AI Drive breaks down AI usage by department, persona, and tool, revealing patterns such as champions, regular users, explorers, and laggards. Leaders can track weekly engagement trends, compare tools side by side, and measure shifts over time. This granular visibility helps organizations understand where AI delivers value, where adoption stalls, and which teams require targeted activation efforts. The result is a clear, data-driven roadmap to scale AI productivity enterprise-wide.

AI Drive combines real-time usage telemetry with built-in sentiment campaigns to understand how employees experience AI tools. It captures feedback on time saved, barriers, and recent activities, then generates prioritized recommendations to remove blockers. This human-centered insight ensures governance does not slow innovation. When coupled with in-app guidance from Nexthink Adopt, organizations can provide in-app guidance, contextual coaching and policy reinforcement at the moment of need, making responsible AI usage the path of least resistance. 

AI Drive consolidates AI telemetry, benchmarking, sentiment, and adoption analytics into one unified system. Instead of isolated dashboards or disconnected tools, leaders gain a continuous loop: see adoption patterns, diagnose barriers, and trigger targeted interventions. By connecting insight with measurable action, organizations can standardize on approved tools, grow AI champions, activate underutilizers, and track the lift from enablement campaigns. Scattered experimentation becomes structured, scalable productivity.

AI Drive measures engaged time and active users, helping teams understand adoption and impact across the enterprise. To see AI Drive in action, schedule a demo directly on the Nexthink website.