WORKFORCE OPERATING SYSTEM FOR PHARMA & REGULATED MANUFACTURING

Transform Workforce Capability Into Defensible Evidence.

Turn every SOP, machine, and process into an intelligent digital twin. From first SOP exposure to audit-grade qualification proof at the machine.

Explore 6-Product Suite
Compliance Stack:• 21 CFR Part 11• GAMP 5 CSV• ALCOA+• EU GMP Annex 1
8CHILI WORKFORCE OS CONTROL PLANE
6 MODULES ACTIVE
PRACTISETWIN SYNCED

HintVR

Full-lifecycle simulation on the exact machine make and model with unaided assessment against an enforced quality bar.

HintVR: Aseptic twin assessment: 98.4% DRX.
Core MetricDRX & DRIFT Score
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Deployed Across Flagship Pharma Manufacturers & Skilling Ecosystems

CiplaStridesLupinOneSource CDMOSomerset TherapeuticsIPCA LaboratoriesPAGE | IPALSSSDC | NSDC
THE CAPABILITY CONTINUUM

One System, Not Six Disjointed Tools

Six integrated products sharing one unified model of your plant's machines, SOPs, and workforce capability. Click through each stage below:

PRACTISE STAGE

HintVR: Immersive VR Qualification Twin

What Happens:

Full-lifecycle simulation on the exact machine make and model with unaided assessment against an enforced quality bar.

What It Produces:

Defensible competency score, DRX index, and audit-grade qualification evidence.

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KEY OUTCOME DELIVERABLE

DRX & DRIFT Score

  • Built native from customer SOPs
  • Enforced quality threshold
  • Audit-ready evidence flow

The 8chili Product Suite

Every product stands alone with its own return on investment. Together they cover the full lifecycle of workforce capability.

LEARN

SkillsForge

AI Microlearning & 60-Second Shorts

Microlearning built to be remembered: dramatized 60-second shorts and voice-first roleplays that lock in SOP recall without stopping line production.

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PRACTISE

HintVR

Immersive Operator Qualification Twin

Simulation on your exact machine and exact SOP. Replaces classroom attendance with defensible, step-level competency scores (DRX & DRIFT).

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PREPARE

Nova

AI Regulatory Inspector Roleplay

An AI inspector interviews your people in authentic FDA, EMA, MHRA, or PMDA inspection tone, scores responses against a GMP rubric, and reports site readiness.

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PERFORM

HintAR

Guided Work Instructions & Remote Assist

Every work instruction in the operator's field of view on AR glasses or tablet. Hands-free execution, remote expert support, and configurable evidence capture.

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TROUBLESHOOT

Atlas

Document-Grounded AI Troubleshooting

One photo of the fault or plain query routes straight to the exact section and page of the manual. Architectural refusal engine guarantees zero hallucination.

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AUTOMATE

Jonathan

Physical AI Floor Robot

A quadruped robot for line clearance verification. Trained entirely inside 8chili's OpenUSD digital twins before ever stepping into a cleanroom.

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The Compounding Data Moat

Why 8chili is a system, not a bundle. Each product feeds the next, creating an outcome data lake no competitor can replicate.

01

Twin Built & Reused

Every VR simulation is a physically accurate machine twin. Built once, it serves training, qualification, and robot training.

02

People Generate Data

HintVR captures step-level human execution attempt data on what correct technique looks like across thousands of sessions.

03

Floor Generates Lake

HintAR captures real-world execution on real lines under customer consent, building the shop-floor data lake.

04

Data Trains Machines

HintVR OpenUSD assets train robots in NVIDIA Isaac Sim; HintAR floor data trains vision models for Physical AI.

Ready to Upgrade to a Workforce OS?

Schedule a 30-minute strategy session with our team to map your site's SOPs and machines into the 8chili Capability Continuum.