Product and label data
NutriCalc turns a recipe into a nutrition facts panel using FDA and USDA data. The AI mass spectrometer drafts hypothetical formulations to start from.
The tools the Always Cool companies run on.
Always Cool IO builds and runs the shared tools behind Always Cool Brands and Always Cool AI: product and label data, compliance checks, sustainability reporting, and operations.
ToolsSample data
NutriCalc: granola, from a recipe
Nutrition Facts
Serving Size 1 cup (45 g)
Calories190
% Daily Value*
- Total Fat 7g9%
- Saturated Fat 1g5%
- Sodium 95mg4%
- Total Carbohydrate 29g11%
- Dietary Fiber 4g14%
- Total Sugars 8g
- Protein 5g
Compliance Catcher: label claims
- OrganicAccurate
- No artificial ingredientsAccurate
- Gluten freeFalse, high severityProduct details list malt extract. Remove the claim or document gluten testing.
Scope 3: emissions summary
1,250tonnes CO2e
- Purchased goods840 tonnes
- Transportation410 tonnes
Sample data, not real results.
One platform, shared.
The companies share one set of tools and one sign-in, so a tool built for one is ready for the others.
Compliance checks
Compliance Catcher reads a product label against the product's data and flags claims that do not hold up. CAPA plans document corrective and preventive actions.
Sustainability reporting
Scope 1, 2, and 3 emissions reporting, nature-based offset recommendations, and climate pledge narratives, all from the same data.
Operations
Value stream maps and project plans with timelines, dependencies, and milestones.
The companies.
Each company keeps its own name and color, and builds on the same platform.
Always Cool Brands
Private label product development, from the first formula to the store shelf.
Always Cool AI
Retail back-office software: EDI, purchase orders, deductions, and reconciliation.
The agents.
The platform team includes AI agents. Each one owns a part of the platform.
- ADAMArchitecture Development and API Management
Owns the tool APIs behind NutriCalc, the recipe formatter, image analysis, and the sustainability narratives, and the documentation that describes them.
- DASHDeployment Automation and System Harmonization
Owns releases: a preview build for every branch, production from the main branch, and the settings each environment runs with.
- MIRAMachine Intelligence Research Analyst
Owns model research: which language and vision models the tools call, and how their prompts are written and tested.
- CORACompliance Oversight and Risk Analysis
Owns compliance review: label claims in Compliance Catcher, nutrition panels in NutriCalc, and corrective action plans in CAPA.
- AriaAutomated Real-time Interaction Agent
Owns live requests: taking a question as it arrives and sending it to the tool that can answer it.
Tools, signed in.
Company Google accounts sign in to use the tools and read their documentation. Sign in
Product
NutriCalc
Turns a recipe written in plain language into a nutrition facts panel, using FDA or USDA nutrient data, with serving size and yield.
AI mass spectrometer
Drafts hypothetical formulations for a product, as a starting point for development.
Compliance
Compliance Catcher
Reads a product label against the product's data and flags claims that are inaccurate or not allowed.
CAPA
Builds corrective and preventive action plans for a quality issue, so the fix and the follow-up are written down.
Sustainability
Sustainability data platform
Takes uploaded sustainability data and computes carbon sequestration, Scope 3 emissions, and nature-based options.
Scope 1 and 2
Calculates direct emissions from owned sources and indirect emissions from purchased energy.
Scope 3
Tracks and reports emissions across the supply chain against sustainability targets.
Nature-based solutions
Recommends nature-based carbon offset projects that fit a company's emissions profile.
Climate pledge storytelling
Turns sustainability data into climate action narratives for different readers, such as buyers and investors.
Operations
Value stream maps
Draws the path from raw materials to the shelf as a diagram, showing where time goes.
Project management
Generates project plans with Gantt charts, dependencies, and milestones.
Security built in.
Access is limited to the people who need it.
Company sign-in only
Google sign-in is limited to company domains.
Tools and APIs behind sign-in
Tools and APIs require sign-in.
Encrypted in transit
HTTPS with HSTS.
Talk to us about the platform.
Email us about the tools, the agents, or working with the Always Cool companies.