Everything you need to build

Step-by-step walkthrough from account creation to your first manufacturing order.

Configure your workspace, invite team members, and set role-based permissions.

How to submit product specs, set quantities, choose your priority tier, and track progress.

End-to-end guide to the skincare and cosmetics manufacturing workflow -- from ingredient sourcing to fill-and-finish.

How our robotic drink formulation line handles mixing, pasteurization, carbonation, and bottling.

Granulation, compression, coating, and packaging -- the full supplement tablet workflow explained.

Real-time batch status, automated QA checkpoints, Certificate of Analysis generation, and hold/release protocols.

How our AI agents optimize ingredient ratios for cost, stability, and efficacy based on your target specs.

Understanding the digital twin simulation layer -- how we model every batch before physical production begins.

How machine learning flags potential defects, stability risks, and shelf-life issues before production.

How the platform automatically checks formulations against FDA 21 CFR requirements in real-time.

Automated label review for ingredient lists, allergen warnings, nutrition facts, and marketing claims.

Overview of EU, UK, Canada, and APAC compliance frameworks supported by the platform.

Authentication, rate limits, SDKs, and how to programmatically submit orders and pull analytics.

Connect your Shopify store for automatic reorder triggers based on inventory thresholds.

Subscribe to real-time events -- order status changes, QA completions, shipment updates.