KPI benchmark
How many employees actually use AI tools?
Across 22 public AI deployments, the median employee adoption is 90%, and the middle half of them report between 80% and 95.8%. Share of the target employees who use the tool regularly.
90%
Median employee adoption
80% to 95.8%
Middle half of deployments
22
Public deployments pooled
9 of the 22 values are claims by the organization itself, a regulator or an independent study; 13 come from the AI vendor. One value per organization; "up to" claims are listed but not pooled. Data as of 11 November 2026. Methodology
Employee adoption by industry
| Industry | Median | Deployments |
|---|---|---|
| Professional services | 80% | 5 |
| Banking | 90% | 3 |
| Manufacturing | 72% | 3 |
| Retail and ecommerce | 94% | 3 |
Employee adoption by use case
| Use case | Median | Deployments |
|---|---|---|
| AI enterprise knowledge search for employees | 90% | 5 |
| AI legal research and drafting assistant for lawyers | 80% | 5 |
| AI assistant for HR and policy questions | 86% | 4 |
| AI agent for IT service desk resolution | 90% | 3 |
How to measure it
Weekly active users divided by licensed or target users.
Across the library
Median 90% across 22 deployments, reported range 30% to 100%.
Higher is better. Unit: percent.
Reported values by use case
AI enterprise knowledge search for employees
- Morgan Stanley98% · organization claim
- Bank of the Philippine Islandsat least 96% · organization claim
- Vattenfall90% · organization claim
- Zain Jordanat least 90% · organization claim
- Zillow80% · vendor claim
AI legal research and drafting assistant for lawyers
- GÖRG96.8% · vendor claim
- CMSat least 95% · vendor claim
- Forvis Mazars in Germanyat least 80% · vendor claim
- Macfarlanesat least 80% · vendor claim
- Crowell & Moring LLPabout 70% · organization claim
AI assistant for HR and policy questions
- IBM99% · organization claim
- Bank of Americaat least 90% · organization claim
- Tata Realty and Infrastructure Limited82% · vendor claim
- Mahindra Finance70% · organization claim
AI agent for IT service desk resolution
- Mercari US94% · vendor claim
- Bank of Americaat least 90% · organization claim
- AkzoNobel72% · vendor claim
AI next best action prompts for wealth advisors
- Morgan Stanleyat least 90% · organization claim
- UBS80% · organization claim
AI platform for frontline and deskless workforce communication
- Amsted Rail96% · vendor claim
- Wells Enterprisesat least 30% · vendor claim
AI workforce scheduling for retail stores
- SMCP North America100% · vendor claim
- ALDO Group66% · vendor claim
AI copilot for underwriting risk assessment
- Generali Global Corporate & Commercialat least 90% · vendor claim
AI knowledge assistant for wealth advisors and relationship managers
- Morgan Stanley98% · organization claim
Use cases that should track employee adoption
- AI agent for IT service desk resolution
- AI ambient scribe for clinical documentation
- AI assistant for employee onboarding
- AI assistant for HR and policy questions
- AI assistant for insurance brokers and agents
- AI assistant for teachers: lesson planning and classroom resources
- AI assistant for telecom retail stores, from associate copilot to digital human kiosk
- AI coding assistant for software developers
- AI copilot for corporate client briefings and call reports
- AI copilot for plant operators and maintenance technicians
- AI copilot for underwriting risk assessment
- AI drafting and article summaries for newsrooms with editor review
- AI drafting of clinician replies to patient portal messages
- AI enterprise knowledge search for employees
- AI for compensation governance and pay equity analysis
- AI internal talent marketplace for matching employees to projects, roles and mentors
- AI knowledge assistant for wealth advisors and relationship managers
- AI legal research and drafting assistant for lawyers
- AI meeting notes and CRM update for wealth advisors
- AI next best action prompts for wealth advisors
- AI platform for frontline and deskless workforce communication
- AI summaries of investment research and the house view
- AI workforce scheduling for retail stores
- Governed text to SQL analytics assistant
Frequently asked questions
- How many employees actually use AI tools?
- Across 22 public AI deployments, the median employee adoption is 90%, and the middle half of them report between 80% and 95.8%. Share of the target employees who use the tool regularly.
- How do you measure employee adoption?
- Weekly active users divided by licensed or target users.
- How does employee adoption differ by industry?
- The median employee adoption is 80% in professional services (5 deployments), 90% in banking (3 deployments), 72% in manufacturing (3 deployments) and 94% in retail and ecommerce (3 deployments). Industries with fewer than 3 reported values are not shown.
- Which AI use cases report the best employee adoption?
- Among use cases with at least 3 reported values: AI enterprise knowledge search for employees (median 90%, 5 deployments); AI agent for IT service desk resolution (median 90%, 3 deployments); AI assistant for HR and policy questions (median 86%, 4 deployments); AI legal research and drafting assistant for lawyers (median 80%, 5 deployments).
- Do AI vendors report a different employee adoption than the organizations themselves?
- Claims by the organizations themselves, regulators or independent studies have a median of 90% (9 values); claims by the AI vendor have a median of 82% (13 values). The page lists both, and every value links to its source.
- Where do these employee adoption numbers come from?
- From public AI deployments in the Blits.ai AI Use Case Library. Every value is quoted from a named source, each organization counts once, and "up to" claims are listed but left out of the median. Data as of 11 November 2026.