• FLAVOR
  • TEXTURE
  • ITERATION
  • HUMAN

How to simulate sensory tests with your AI

Connect NotCo to your AI client to model ingredient behavior. You can predict flavor profiles and texture changes before you ever step into a physical lab.

Ask AI about this page

Short answer

Can I use AI to predict how an ingredient will taste or feel?

Yes. You can run virtual simulations to model flavor and mouthfeel based on ingredient compositions. You'll get specific data on how ingredients interact before you start physical testing.

Simulation outcomes

What you get from a simulation

Running these tests provides the data needed to refine your formulations digitally.

FLAVOR

Flavor profile mapping

The AI identifies how specific ingredient combinations will taste. You get a clear map of the expected flavor profile.

TEXTURE

Mouthfeel predictions

Simulate how viscosity and texture change. This helps you predict if a plant-based fat will mimic animal fat.

ITERATION

Rapid recipe testing

Test ingredient swaps virtually. You narrow down the best candidates without wasting physical raw materials.

HUMAN

Physical validation

The AI provides the digital prediction, but you still need to run real-world sensory panels to confirm the results.

The workflow

What your AI does when the simulation request arrives.

Your AI handles the data processing and modeling steps.

  1. Find benchmarks

    The AI looks through your existing sensory data to find relevant profiles for your new ingredient.

    list_sensory_profiles

  2. Execute simulation

    The AI runs the virtual test using the ingredient parameters you provide.

    run_sensory_test

  3. Analyze behavior

    The AI interprets the output to explain how the flavor or texture shifted.

    run_sensory_test

  4. Refine parameters

    You use the results to adjust ingredient ratios and trigger a new test.

    run_sensory_test

Try it

Copy these to start.

Use these prompts to kick off your first simulation.

Starting points

Swap the bracketed text with your specific ingredient names or profile IDs.

NotCo Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_X96Vln1ySlo04muOQxCxFy1CVrJgOYZ9jeRe9c6i/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — NotCo capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "notco-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_X96Vln1ySlo04muOQxCxFy1CVrJgOYZ9jeRe9c6i/mcp"
    }
  }
}
Copy into chat04

  • Run a sensory test for a new pea protein isolate with high viscosity.

  • List all sensory profiles related to creamy dairy alternatives.

  • Compare the mouthfeel of this soy-based fat against the existing dairy profile.

  • Run a sensory test to see how adding coconut oil affects the flavor profile of this formula.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect NotCo once, then ask.

Just link your account to Vinkius. Your credentials stay encrypted, and you can start prompting your AI immediately.

Connect NotCo to your AI

FAQ

How this task behaves

  • 01

    Can the AI physically taste the food?

    No. The AI runs mathematical and data-driven simulations to predict sensory behavior.

  • 02

    Can the AI change my actual ingredient recipes in my database?

    No. The AI can only run tests and provide predictions based on the data you provide.

  • 03

    What data do I need to provide for a test?

    You need to provide the specific ingredient compositions or profiles you want to simulate.

  • 04

    Does this replace human sensory panels?

    No. It acts as a pre-screening tool to help you decide which recipes are worth testing in person.

  • 05

    Can I see a list of all my saved flavor profiles?

    Yes, you can ask the AI to list your existing sensory profiles.

  • More questions about NotCo? The Connector page answers them. See everything the NotCo Connector can do

Connect NotCo to Claude, Cursor, ChatGPT & more