Train Safely With Sandbox Environments
Create interactive, hands-on replicas of any web application without engineering dependencies. Users practice real workflows in a risk-free environment, building speed and accuracy before they touch production.
Simulation Training & AI Roleplay Platform for Workflow Readiness
With Mirror, create replica application environments for simulated workflow training and AI roleplay scenarios to build user confidence, reduce errors, and accelerate proficiency in a risk-free sandbox.
Build User Confidence & Master Complex Workflows
Mirror creates safe, immersive training environments that accelerate proficiency, reduce errors, and cut training costs. Teams practice real workflows in sandbox replicas, then prove readiness through AI Roleplay across voice and chat, guided experiences, and performance analytics.
Simulated Training
AI Roleplay
Guidance
Assessment
Simulated Training
AI Roleplay
Prepare Teams With AI Roleplay Across Voice and Chat
Deliver AI-powered roleplay across voice and chat channels. Train agents on live call simulations and chat-based customer interactions with adaptive AI that responds in real time. Practice objection handling, compliance conversations, and service recovery scenarios before they impact real customers.
Guidance
Reinforce Learning With Guided Experiences
Deliver in-app guidance directly inside sandbox environments. Users get contextual, step-by-step support as they learn, making training repeatable and reducing reliance on tribal knowledge.
Assessment
Optimize Training With Actionable Analytics and AI Assessments
Track performance across every interaction, from workflow completion rates to conversational quality. Identify skill gaps, coach with precision, and measure training impact across roles and scenarios.
Great Businesses Work With Whatfix
AI for Real-World Readiness
Mirror leverages AI to replicate applications, simulate high-stakes conversations, roleplay common exercises, assess user readiness, and analyze performance at scale, empowering application owners to build confident, capable users before they enter live workflows.
Prepare Customer-Facing Teams for Live Work
Mirror combines simulation sandbox training, AI roleplay, and guided practice in a unified solution to help teams ramp faster, improve service outcomes, and reduce execution errors.
L&D TEAMS
Accelerate time to proficiency for new hires
Give new hires and frontline teams hands-on practice in realistic application environments so they build confidence and reach readiness faster.
CALL CENTERS
Improve CSAT & reduce time to resolution
Prepare agents for real service interactions with simulated workflows, AI-powered conversations, and guided practice that improve resolution speed and consistency.
QA TEAMS
Reduce errors & strengthen workflow adherence
Validate how teams perform before they go live, then reinforce approved task paths with guided simulations and assessments that improve quality and governance.
See Why Fortune 1000 Companies Choose Whatfix Mirror
Track progress with analytics
Measure performance across every task, scenario, and interaction to identify gaps and accelerate proficiency.
Simulate without dependencies
Easily create interactive replicas of any application in minutes, no developer support required.
Leverage powerful AI technology
Use AI to generate training scenarios, guidance, and workflows that mirror real-world challenges.
Unify your training experience
Bring sandbox training, AI roleplay, interactive guidance, and assessment together in one seamless training platform.
Customer-First Is in Our DNA
“Whatfix really understood our challenges. They know how important customer satisfaction is, because that’s what they deliver every day.”
Marcia Garcia, VP Communications & Product Knowledge
“Whatfix has been amazing to work with. It’s eliminated hundreds of training hours, reduced support burden, and improved our holistic student experience.”
Kimberly Winchell, Customer Success Manager
“With Whatfix, we built content in our complex workflows where users were dropping off – it’s made a massive difference.”
Mark Zeedzen, P2P Training Lead
“With Whatfix, we can understand where users are getting stuck and provide them tailored content to reinforce the expected user path.”
Katie Travis-Noeske, Sr. Manager of Sales Enablement
Security & Compliance
Your Security Is Our Priority
As a Digital Adoption Platform provider, we must stay aware of regulatory requirements for data. Whatfix’s compliance team ensures our data handling practices meet these requirements.
Explore AI Training Resources
FAQs
Questions on Mirror? We have you covered.
What Is simulation-based training software?
Simulation-based training software creates realistic, interactive environments that allow employees to practice real-world workflows and decision-making without any production risk. Instead of relying on theoretical lessons or static videos, these tools recreate an organization’s actual applications or processes, giving users hands-on experience. Learners can experiment, make mistakes, and master complex tasks in a safe, controlled setting. For enterprises, this approach accelerates proficiency, improves retention, and reduces errors during live operations.
Whatfix Mirror brings this concept to enterprise training by replicating applications like Salesforce, SAP, Oracle, or ServiceNow, giving employees a true-to-life sandbox experience for learning and testing.
How does Whatfix Mirror work?
Mirror uses advanced simulation technology to create parallel versions of enterprise software environments and roleplay with adaptive, AI-powered scenario training and smart assessments. It mirrors real application workflows, UI, and logic, allowing teams to train employees, validate processes, or test updates safely before they go live.
How does Whatfix Mirror use AI?
Whatfix Mirror integrates generative AI to create dynamic, simulation-based learning experiences that go beyond scripted scenarios. AI enables roleplay simulations that mirror real customer or operational interactions, allowing employees to practice communication, problem-solving, and compliance skills in natural, adaptive conversations.
Trainers can also deploy AI-driven assessments that evaluate user performance, decision-making, and system navigation, providing real-time feedback and skill readiness data. These capabilities turn Mirror into a scalable, intelligent training environment where employees learn by doing and organizations measure readiness with precision—all without relying on live instructors or manual evaluations.
What are the main use cases for Whatfix Mirror?
Whatfix Mirror supports a range of enterprise learning and enablement scenarios where hands-on, risk-free practice drives better performance. Key use cases include:
- User training and onboarding: Replicate enterprise applications like Salesforce, SAP, or Workday so employees can learn core workflows in a sandbox before go-live.
- Change management: Prepare users for system updates, new process rollouts, and interface changes without disrupting live environments.
- Product knowledge training: Build confidence and mastery of software tools, ensuring teams understand features, navigation, and workflow logic.
- Call center training: Simulate real-world customer conversations and scenarios to help agents build communication, empathy, and compliance skills.
- Customer service training: Enable service teams to practice system interactions and resolution workflows in safe, guided environments that mirror actual customer systems.
What teams utilize Whatfix Mirror?
Whatfix Mirror is used by teams that require realistic, hands-on training for complex applications or customer-facing interactions, including:
- Learning and Development (L&D) teams use it to deliver experiential training that improves skill retention.
- Change management and digital transformation teams rely on it to prepare employees for new systems and process updates before rollout.
- Call center and customer service teams use Mirror to simulate live customer conversations and workflows, helping agents build confidence and consistency.
- IT and application owners use Mirror to validate user experiences, test workflows, and ensure accuracy before production deployment.
- Sales enablement and product training teams apply Mirror to teach product knowledge and workflow navigation within replicated systems.
By providing these teams with a safe, AI-powered training environment, Whatfix Mirror helps enterprises accelerate adoption, reduce errors, and standardize performance across business functions.
What systems and applications can Whatfix Mirror replicate?
Mirror supports replication for a wide range of enterprise platforms, including software platforms such as Salesforce, SAP, Oracle, Workday, and ServiceNow, and any web-based or desktop application. It also accommodates custom and industry-specific systems where testing or training in production isn’t feasible.
How does Whatfix Mirror integrate with the Whatfix Digital Adoption Platform?
Mirror pairs directly with the Whatfix DAP, enabling organizations to create and validate in-app experiences like Flows, Smart Tips, and Task Lists within the mirrored environment before deploying them to production. This integration ensures accuracy, speeds up DAP content creation, and reduces risk during software rollouts or process updates.
