AI Proficiency
Worklytics measures AI proficiency through actual behavioral signals — not surveys. See which teams are closing the gap between tool access and business impact.
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The Proficiency Gap
The same tools. The same access. Yet a small group of power users extracts dramatically more value. The difference isn’t the technology — it’s proficiency.
Productivity gap
between AI power users and typical employees in the same org (OpenAI 2025)
Using AI in advanced ways
Despite 88% using AI daily, only 5% are transforming how they work (EY 2025)
ROI left on the table
of potential AI value uncaptured when orgs only track adoption, not proficiency
Productivity Impact
These three numbers anchor your proficiency story. Hours saved and value generated reflect real output already captured — not projected potential.
Hours Saved per Week
estimated org-wide, based on active AI users
↑ +180 hrs vs prior period
Hours Saved per Active User
median hours per week across weekly active users
↑ +0.2 hrs vs prior period
Value Generated
annualized productivity value from AI-assisted work
↑ +18% vs prior period
Task-Level ROI
Average hours saved per active user per week, by task category. Not all AI use is equally valuable — code generation and analysis save the most time per interaction.
Take action: Code generation and analysis are the highest-value use cases per person. If your largest functions are Sales and Support, the opportunity is shifting them toward higher-value tasks.
Hours saved per active user per week
Adoption Gaps
Sorting by opportunity gap — not current AI use — ensures enablement investment is directed at activities with the most room for improvement.
Only 32% of Sales workflows are AI-assisted today. 68% remain untapped — CRM Updates (85% gap) and Data Analysis (80% gap) should be the next enablement focus.
“Worklytics gave us the first honest picture of AI proficiency across our engineering org. We stopped guessing which teams were getting value and started directing enablement where it actually moved the needle.”
SVP Engineering
Fortune 500 Technology Company
Privacy-First by Design
Worklytics measures AI proficiency at the team and role level — never exposing individual behavioral data. All signals are anonymized and aggregated before reaching your dashboard.
Pseudonymized at source
PII is stripped before data leaves your environment. Worklytics never sees employee names or email addresses.
Team-level aggregation only
Reports only surface insights at team or department level — no individual proficiency scores are ever shared.
SOC 2 Type II certified
Independently audited security controls with annual recertification. Your data governance team will sleep well.
AI Proficiency Report
Team-level onlyIndividual data is never shown — all insights are aggregated at team level
How It Works
Unlike surveys or seat-based metrics, Worklytics reads behavioral signals directly from the tools your teams already use.
GitHub Copilot, ChatGPT Enterprise, Microsoft Copilot, Google Workspace AI — Worklytics integrates with every major AI platform your org uses.
Worklytics tracks hours saved, value generated, and task-level ROI — recalibrated to current AI capabilities so proficiency scores stay accurate.
Identify which workflows have the biggest untapped potential and direct enablement investment where it drives the most business impact.
Integrations
No custom instrumentation. Worklytics connects to your existing AI platforms and starts measuring proficiency in days, not months.
GitHub Copilot
Code generation
ChatGPT Enterprise
General AI tasks
Microsoft Copilot
Office & Teams AI
Google Workspace AI
Docs, Gmail, Meet
Slack AI
Summaries & search
Salesforce Einstein
CRM AI features
Cursor & Windsurf
AI-native dev tools
Your AI tools
Custom integrations
Also integrates with Asana, Jira, Zoom, and 40+ other workplace tools for full workflow coverage.
See how leading organizations use Worklytics to close the AI proficiency gap and prove ROI from every AI investment.
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