The Digital Twin Workforce OS
for Regulated Manufacturing

8chili is building the Digital Twin Workforce OS — a unified platform designed for pharmaceutical and advanced manufacturing environments where precision, compliance, and operator capability cannot be compromised.

Digital Twins for a Workforce that Never Stops Learning

A seamless ecosystem combining VR, AR, and AI-powered Microlearning — purpose-built for GxP, audit readiness, and real-world operators on the production floor.

From onboarding and aseptic interventions to changeovers, troubleshooting, and continuous skill reinforcement, our products ensure your workforce performs with consistency, accuracy, and confidence.

Explore the platforms that power this transformation:

HintVR Immersive Training Headset
Immersive Training

HintVR™

Train, Validate, and Certify Operators with SOP-Accurate Digital Twins

HintVR transforms SOPs and machine operations into high-fidelity digital twins, enabling skill development at 3× the speed of traditional training.

Key Capabilities

  • Digital-twin simulations customized to your requirements
  • Competency Mode with DRIFT/DRX scoring
  • Multi-language learning for diverse teams
  • VR, desktop, and mobile access
  • End-to-end audit trail documentation

Where It Delivers Impact

Operator onboarding Aseptic readiness Cleaning & Setup Line-clearance accuracy Robust changeovers OEE Improvements
HintAR Augmented Reality Glasses
AR Assist

HintAR™

Real-Time Guidance, Troubleshooting, and Digital Evidence Capture

HintAR brings expert support directly to operators through hands-free AR devices — enabling faster issue resolution, higher uptime, and complete digital traceability.

Key Capabilities

  • Remote Expert Assist with live video guidance
  • Hands-free workflows for sterile environments
  • AI-generated transcripts and summaries
  • Voice commands for seamless operation
  • Tight linkage to digital twins

Where It Delivers Impact

Machine troubleshooting Deviations guidance Multi-site support Knowledge capture Bottleneck resolution
Skillsforge Mobile App
AI Microlearning

Skillsforge™

Continuous Learning and Skill Reinforcement for Every Operator

Skillsforge accelerates operator development beyond the headset. It provides rapid microlearning, AI-driven coaching, and workforce intelligence dashboards to reinforce capability at scale.

Key Capabilities

  • GenAI-powered skill coach
  • Microlearning aligned to SOPs
  • Assessments to reinforce knowledge
  • Skill-gap analysis dashboards
  • Integration with LMS/LXP

Where It Delivers Impact

Continuous upskilling Faster onboarding Standardization Real-time readiness visibility Improved compliance culture

The Unified Advantage

One OS, Three Powerful Engines

1

Train on
Digital Twins

2

Execute with
AR Guidance

3

Reinforce with
Microlearning

4

Measure with
DRX/DRIFT

5

Optimize with
Analytics

An ecosystem engineered for zero-error operations, regulatory confidence, and a workforce that never stops learning.

Build Workforce Capability with Digital Twins, AR, and AI

Transform training, reduce errors, and elevate operational performance across your manufacturing network.