XM7 Tea Beverage Intelligent Formula R&D Platform
AI Reverse Formula Design · Digital-Twin R&D Lab
XM7 is an AI reverse-formula design system (digital-twin R&D lab) for tea and new-style beverage brands: starting from commercial goals, it reverse-derives flavor structure and ingredient formulas, then auto-synthesizes, validates, and produces a sample-ready commercial plan. It moves F&B R&D from "blind trial-and-error" to "deterministic innovation."
Core Modules
Formula R&D Workbench
Knowledge Base & Flavor Model
R&D Result Example
R&D Flow Demo
Tea R&D Video Demo
XM7 Tea Intelligent Formula R&D Platform · R&D Flow Demo
Core Philosophy
Decompose the client's core needs into engineerable design principles, down to every line of implementation.
Business Goals Drive the Path
Not "guess sellability after the formula," but lock the commercial goal first, then reverse-derive the formula. R&D goes from chance to certainty.
Reverse Derivation, End-to-End
From pricing, profit-tax, and sensory goals, reverse-derive flavor structure and ingredient formula, forming a closed loop: ingredient → formula → structure → pricing.
Inject Business Genes
Use pricing space, cost ceiling, brand tone, and trend direction as R&D inputs, so every formula carries business constraints.
Dual Validation
Market-trend fit and supply-chain feasibility are cross-validated early, ensuring market-fit and viable delivery.
Core Capabilities
Not another "formula calculator," but an AI reverse-formula design system — generating sample-ready, profitable plans directly from business goals.
Reverse Formula Derivation
Input pricing / profit-tax / sensory goals; reverse-generate flavor structure and ingredient mix.
Profit-Tax Boundary Lock
Lock target price and cost ceiling (e.g. price 12 / cost cap 4) and solve within constraints.
Sensory Coordinate Anchoring
Anchor category and tone (e.g. tea base / fruit aroma), turning abstract flavor into computable coordinates.
Auto Formula Synthesis
Auto-synthesize from flavor structure to a concrete, sample-ready formula.
Trend × Supply Validation
Dual validation of market-trend fit and supply-chain feasibility, lowering launch risk.
One-Click Business Plan
Auto-produce a complete product-plan report (#XM7-9527), ready for review and sampling.
R&D Loop: End-to-End
From business goals through profit-tax boundary, sensory coordinates, structure synthesis, formula decision, and dual validation, to a one-click sample-ready business plan.
Key Results · Step-Change Impact
Crystallize technical capability into quantifiable, reusable outcomes.
Industry Value · Defining a New F&B R&D Species
XM7 is not an analysis product but a generator of profitable plans — moving F&B R&D from "blind trial-and-error" to "deterministic innovation." The comparison below is illustrative, expressing the direction of value.
We don't analyze products — we generate money.
XM7 starts from commercial goals, reverse-derives formulas, and turns F&B R&D into a computable, verifiable, scalable profitable-plan generator.
Content Under Active Update
Product content has been published based on internal materials. The following areas are planned for further development:
Other Products & Solutions
Explore Xianma AI solutions in other domains