Roadmap and feature map

A serious chocolate operating system needs a serious feature map.

CocoaCraft is more than a basic recipe tool. The roadmap now shows the whole system: make the chocolate, control the process, sell the product, and grow the business with better information.

Capability coverage

Recipes
Batches
Costs
Lots
Quality
Equipment
Compliance
Commerce
AI
Integrations

This page separates what is live, what is a foundation, and what is planned so the product can look ambitious without overstating finished work.

Feature accounting

Judge the product by the whole workflow.

A credible chocolate operations platform needs more than recipes. It needs production, cost, quality, lots, compliance, equipment, commerce, customer feedback, analytics, and integrations. CocoaCraft already has several foundations in place; the next job is depth, packaging, and professional presentation.

Make

Category expectation

Recipes, origins, batches, inventory, production, and quality need to feel connected.

CocoaCraft position

CocoaCraft already has Chocolate Lab, formulations, production runs, ingredients, lots, and quality notes as the production foundation.

Control

Category expectation

Serious operators need costs, yield, traceability, equipment, compliance, and audit-ready records.

CocoaCraft position

CocoaCraft has foundations for costing, FactoryLink, lot tracking, nutrition data, and quality review; the next step is deeper controls and clearer packaging.

Sell

Category expectation

Chocolate makers also need wholesale, ecommerce, customer feedback, and demand signals.

CocoaCraft position

CocoaCraft has marketplace, Shopify direction, marketing, customer workspace, and feedback foundations that need to become a clean commercial workflow.

Grow

Category expectation

The growth layer is AI, analytics, integrations, reporting, awards, grants, and production intelligence.

CocoaCraft position

CocoaCraft has recipe intelligence, analytics, Stripe, Supabase, Shopify planning, and feedback loops that can mature into the operating intelligence layer.

Capability pillars

What CocoaCraft covers now, and where each area goes next.

This is the working feature map. It keeps the roadmap ambitious while still separating current capability from future depth.

Recipe & formulation management

Chocolate Lab is the formulation layer: recipe creation, saved recipes, process notes, and structured development history.

Live

Current

  • Guided recipe builder
  • Saved recipes and recipe detail pages
  • Formulation records
  • Batch-size scaling foundation
  • Tasting and process notes

Next depth

  • Cleaner recipe-to-formulation promotion
  • Recipe version comparison
  • Ganache, caramel, inclusions, and broader confectionery builders

Batch production & run records

Maker Workshop turns formulas into production runs with actuals, notes, and working batch history.

Foundation

Current

  • Production runs from formulations
  • Target and actual quantities
  • Run notes
  • Production history
  • Maker dashboard access

Next depth

  • 7-step production tracker
  • Stage yield and loss tracking
  • Side-by-side batch comparison

Ingredients, lots & traceability

Ingredient and lot data starts the traceability chain from material receipt through production.

Foundation

Current

  • Ingredient master
  • Lot tracking basics
  • Usage guidance
  • Supplier context foundation
  • Run traceability direction

Next depth

  • Lot-to-batch genealogy
  • Supplier quality scorecards
  • Traceability PDF export

Quality checks & process control

Quality records belong inside the production story, not in separate notes that are hard to recover later.

Foundation

Current

  • Batch review
  • Quality notes
  • Tasting notes
  • Production observations
  • Run history for troubleshooting

Next depth

  • Pass/fail process gates
  • SPC and trend views
  • Nonconformance and corrective-action workflow

Costing, pricing & margin visibility

Costing has to move beyond ingredients into true cost per bar and margin decisions.

Foundation

Current

  • Batch cost calculator foundation
  • Ingredient cost context
  • Pricing logic foundation
  • Packaged product cost direction

Next depth

  • Yield-loss-adjusted cost per bar
  • Labor, packaging, overhead, and depreciation
  • Wholesale and retail price recommendations

Equipment & FactoryLink

Equipment data should connect machine condition, maintenance, and calibration to batch outcomes.

Foundation

Current

  • Equipment records
  • FactoryLink entry point
  • Upcoming maintenance foundation
  • Maintenance overview

Next depth

  • Calibration and readiness checks
  • Maintenance tied to production results
  • Manual machine data, then sensor/logger integrations

Compliance & labeling

Compliance should be practical: labels, allergens, nutrition, document templates, and audit preparation support.

Planned

Current

  • USDA nutrition import foundation
  • Ingredient data structure
  • Labeling roadmap item

Next depth

  • Allergen declaration builder
  • Draft Nutrition Facts and ingredient statements
  • HACCP, SSOP, recall, and audit templates

Commerce, customers & sales workflow

The sales layer should connect demand, customers, orders, feedback, and production planning.

Planned

Current

  • Marketplace direction
  • Customer workspace foundation
  • Marketing hub foundation
  • Feedback flow

Next depth

  • Shopify inventory and production sync
  • Wholesale account workflow
  • Customer feedback tied to product and batch history

AI assistance & production intelligence

AI should support formulation, troubleshooting, process guidance, content, and operating decisions.

In build

Current

  • Recipe recommendation logic
  • Run Execution Engineer foundation
  • Analytics entry points
  • Marketing workspace foundation

Next depth

  • Roast and process advisor
  • Production issue triage
  • Chocolate-specific content grounded in recipes and origins

Integrations & analytics

The integration layer turns CocoaCraft from a standalone app into the system that coordinates the business.

Under review

Current

  • PostHog product analytics
  • Stripe billing
  • Supabase organization model
  • Shopify production sync roadmap

Next depth

  • Shopify order and inventory sync
  • Payment and channel reporting
  • CSV exports and operator-facing API paths

Roadmap sequence

Build depth before chasing every possible feature.

The sequence is deliberate: make the current foundation feel professional, deepen production control, add the commercial layer, then connect equipment, intelligence, and enterprise traceability.

Public clarity and current foundation

Now

Make the product look as serious as the vision and stop underselling the feature set.

  • Professionalize the roadmap and feature map
  • Clarify Chocolate Lab to Maker Workshop handoff
  • Make the 30-day trial the public access model

Production depth

Next

Deepen the make-and-control workflow before widening into every business function.

  • 7-step bean-to-bar production tracker
  • True-cost calculator with yield loss
  • Lot genealogy and traceability export

Commercial operating layer

Planned

Bring the business side into the same operational record.

  • Compliance and labeling assistant
  • Shopify inventory and production sync
  • Wholesale and customer feedback workflow

Connected operations

Future

Build toward equipment intelligence, advanced analytics, and enterprise traceability.

  • FactoryLink equipment intelligence
  • AI process advisor
  • Sustainability, supplier, and audit reporting

Priority filter

Every roadmap item should improve the operating system.

The strongest features are the ones that reduce waste, improve repeatability, connect recipe work to production reality, reveal true cost or quality, or make the business easier to operate.

What gets priority

  • Less waste and rework
  • Better repeatability
  • Cleaner recipe-to-run handoff
  • Better cost, quality, traceability, or demand visibility
  • More professional operating discipline for makers