Whatfix/ Keyword: Product Launch
Whatfix introduces AI role-play training with Mirror, the only platform that combines adaptive AI conversations with real system simulation
September 3, 2026 / 13:05 CET/CEST
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For the first time, customer-facing teams will be able to practice real-world GenAI-driven customer conversations within a simulated enterprise system.
SAN JOSE, CA and BANGALORE, INDIA, March 9, 2026 /PRNewswire/ — watts fix, Mirror, the global AI-native platform for enterprise technology adoption, officially launches AI role-play training Mirror is an AI-first training platform designed to prepare customer-facing teams for real-world performance beyond just system usage.
With this launch, Mirror has evolved beyond system simulation. Adaptive AI-driven role-play with realistic enterprise application simulationenabling frontline teams to practice customer conversations and workflows together in a single, risk-free environment.
strong market momentum
Mirror’s expansion is supported by rapid adoption by businesses. AI roleplay will be introduced in 2025; Mirror’s ARR increased over 200% year over year. With ARR of $3 million in just six quarters, Whatfix expects Mirror’s revenue to triple in 2026, driven by massive rollouts across its customer support and operations teams. Multiple Fortune 100 companies have already implemented AI-powered mirror role-play training as part of their frontline training programs and are reporting early improvements in metrics such as: Time to proficiency, average handle time (AHT), and customer satisfaction (CSAT).
From system training to real-world responseMirror was founded in 2024 to enable companies to train employees on complex systems without putting the real world or customers at risk. As implementation progressed, Whatfix recognized larger gaps. The team also needed a safe way to practice the most unpredictable part of their role.Conversation with customers. AI role-play training fills that gap.
Many solutions offer AI roleplay as a standalone feature, but lack system context. Mirror uniquely combines adaptive AI conversations and high-fidelity system simulationallowing employees to practice what to say and how to collaborate in the very environment in which the performance will take place.
This change reflects a broader shift in how companies are approaching their workforce in an AI-driven world.
“Despite accelerating corporate adoption, only around a third of organizations currently feel highly effective. Simulation teaches processes and role-play develops judgment and confidence,” he said. Khadim Batti, Co-founder and CEO, Whatfix. “Mirror’s AI role-play helps businesses reduce time to proficiency and improve customer outcomes by preparing employees for real-world situations before going live.”
Key features of Mirror’s AI roleplay training include:
- Adaptive AI Roleplay Training Conversation It responds to learner input in real time and mirrors real customer interactions.
- Quickly create role-play training with AI prompts Reduce time and effort to expand your practice experience.
- Built-in readiness assessment Within a simulated workflow, leaders can gain clear visibility into performance before go-live.
- Multilingual support Enabling consistent and scalable training for global teams
Industry analysts see this fusion of AI role-play and system simulation as a significant shift in how companies enable customer-facing teams.
“Whatfix provides organizations with a unified approach to employee development, especially customer-facing roles, by combining AI-driven role-play and system simulation into one solution, allowing learners to securely gain hands-on experience before moving to live systems,” he said. Gina Smith, IDC Research Director.
AI roleplay training is available starting today. Whatfix mirror. For more information, please visit: https://whatfix.com/products/mirror/
Driving the AI-first enterpriseAI role-play training on Mirror is part of Whatfix’s broader AI-native strategy focused on measurable outcomes and readiness to perform. By applying AI to the critical moments when employees interact with systems and customers, Whatfix helps businesses reduce risk, accelerate performance, and deliver better customer experiences at scale.
About Whatfix: Whatfix is an AI platform that powers the ‘userization’ of enterprise applications and enables businesses to maximize the ROI of their digital investments. Powered by our proprietary AI engine ScreenSense, Whatfix continuously interprets application workflow context and user intent to improve user productivity, ensure process compliance, and improve the user experience across applications and AI agents. The product portfolio includes a Digital Adoption Platform (DAP), mirrors for hands-on system simulation and AI role-play-based training, insights-without-code products and AI agent analytics. With seven offices in the US, India, UK, Germany, Singapore, and Australia, Whatfix supports more than 700 companies, including more than 80 Fortune 500 companies such as Shell, Schneider Electric, and UPS Supply Chain Solutions. Backed by investors including Warburg Pincus, Softbank Vision Fund 2, Dragoneer, Peak XV Partners, Eight Roads, and Cisco Investments, the software works with Whatfix. For more information, please visit: watts fix Website.
Media contact: Whatfix@ICRIinc.com
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