Platform architecture

The CocoaCraftOS system

CocoaCraftOS is one chocolate-native operating system that connects formulation work, structured production execution, and connected operations over time.

Formulation layer

Chocolate Lab

Recipe development, version comparison, process notes, tasting history, and structured experimentation.

Explore Chocolate Lab

Production layer

Maker Workshop

Formulations, runs, ingredients, lots, operator workflows, checkpoints, and team execution.

Explore Maker Workshop

Connected operations layer

FactoryLink

Equipment context, maintenance history, telemetry, and the operational foundation for stronger process control and traceability.

Explore FactoryLink

How the workflow connects

Experiment

Build and compare recipes in Chocolate Lab.

Validate

Preserve process learning and decide what is ready for production.

Run

Execute structured production in Maker Workshop with ingredients, lots, and operator workflows.

Connect

Layer in FactoryLink, telemetry, maintenance, and future supply-chain visibility.

What each layer tracks

Layer	Tracks	Output
Chocolate Lab	Recipes, experiments, tasting notes, process decisions, version history	Validated formulations and clearer process learning
Maker Workshop	Formulations, runs, ingredients, lots, operator instructions, production checkpoints	Repeatable production workflows and better operational records
FactoryLink	Equipment cards, maintenance, calibration, telemetry context, machine-linked run history	Stronger process control and a path toward connected bean-to-bar visibility

What problems this solves

•Scattered recipe and process knowledge
•Inconsistent handoffs from experimentation to production
•Weak repeatability across batches and operators
•Limited visibility into runs, lots, and equipment context
•No clean path toward connected operational traceability

Roadmap and community

CocoaCraftOS is being built by chocolate makers, for chocolate makers, so the platform reflects real production friction, real formulation work, and the realities of bean-to-bar operations.

The roadmap is shaped with direct maker input so CocoaCraftOS evolves around real production, formulation, and traceability needs.

•Ideas can be submitted by makers using the platform.
•Votes help surface repeated operational friction and real demand.
•Similar requests should be grouped instead of duplicated.
•The roadmap should stay curated around strategic value and execution quality.

Start where your operation is today

Begin with Chocolate Lab, add Maker Workshop when production structure matters, and build toward connected operations over time.

Explore Chocolate Lab Explore Maker Workshop