Turn targets, benchmarks, constraints, and process needs into lab-ready formulation directions.
Wherever your formula work starts.
Turn real formulation questions into structured, evidence-backed directions — from first ideas to refined formulas.
Illustrative product preview
Develop a lightweight sunscreen with minimal white cast and comfortable wear.
What the agent extracts
Structured findings with a traceable source.
Components & concentrationsMaterials, functional roles, and levels.
Processes & conditionsPreparation steps and process guidance.
Reported outcomesLab results and supporting context.
Formulation candidate
Example · lightweight sunscreen
Selected components from the example sunscreen candidate
Ingredient
Functional role
Conc. (wt%)
Water
Solvent
51.00
Glycerin
Humectant
4.00
Uvinul A Plus
UVA filter
3.00
Amphisol K
Emulsifier
2.50
Selected components, not a complete formula.
Anti-white cast lightweight sunscreen
Example excerpt from the existing formulation report.
Selected components from the example sunscreen candidate
Ingredient
Functional role
Conc. (wt%)
Water
Solvent
51.00
Glycerin
Humectant
4.00
Uvinul A Plus
UVA filter
3.00
Amphisol K
Emulsifier
2.50
Selected components from the full candidate. Lab validation is required.
Keep your constraints in view.
Start with what must stay, then explore what can change.
Target
Lightweight feel
Requirement
Minimal white cast
Focus
Comfortable wear
Understand the category.
Illustrative excerpt from the existing landscape report.
How it works
From formulation brief to bench-ready candidate.
Turn your goals into a clear, repeatable workflow with the evidence in view.
01
Describe your target.
Start with a natural-language brief, benchmark composition, or your existing formula as a spreadsheet. The agent recognizes the intent and plans the right formulation workflow.
Your brief
A low-VOC waterborne coating with high gloss, strong adhesion, and fast drying.
02
Extract the evidence.
The agent scans patents and papers, extracts components, concentrations, processes, and lab results, then groups every finding by material function with a traceable source.
Relevant sources
Waterborne acrylic coating with high glossPatent · source-linked evidence
Low-VOC coalescent systems for coatingsScientific literature · source-linked evidence
03
Generate a candidate.
Get materials, functions, concentration ranges, and process guidance, with interaction risks checked before the candidate reaches your bench.
Candidate formulation
Example · lightweight sunscreen
Selected components from the example sunscreen candidate
Ingredient
Functional role
Conc. (wt%)
Water
Solvent
51.00
Glycerin
Humectant
4.00
Uvinul A Plus
UVA filter
3.00
Amphisol K
Emulsifier
2.50
04
Refine it, version by version.
Lock a required active, edit a concentration, or swap a material. Branch from any previous version while AI Refine keeps every change aligned with your constraints.
Version comparison
v1.0Required filter systemInitial concentrationOriginal process
v2.0Constraint retainedAlternative exploredReady to review
Turn complex research into faster decisions.
Scale from individual workflows to enterprise-grade automation
300+ data APIs and 60+ AI agent APIs across patents, life sciences, R&D, and market intelligence
Drop-in UI Widgets
Embed charts, insights, and AI workflows into your product — no rebuild required
MCP Servers for enterprise AI
Connect trusted PatSnap tools through any MCP-compatible client, including Claude Desktop and Cursor
Agent Skills & SDKs
Build and orchestrate workflows with LangChain, OpenClaw, CrewAI, and other frameworks
Interactive Developer Playground
Explore scenario demos, test APIs, build widgets, and generate code in one place
FAQ
PatSnap Eureka Formulation Agent FAQs.
PatSnap Eureka Formulation Agent accepts natural-language product briefs, benchmark compositions, existing formulas, target performance specifications, process constraints, compliance requirements, restricted-material lists, preferred raw materials, ingredient-swap requests, and uploaded formulation documents. It supports cosmetic and personal-care, paint and coating, ink, adhesive and sealant, coolant, composite, additive, catalyst, household and home-care chemical, food manufacturing, battery-material and electrolyte, polymer, and specialty-chemical formulation.
Each material recommendation includes a rationale explaining its functional role, why it fits the target application, and references to supporting patents or literature where available. The agent surfaces the reasoning so R&D, regulatory, and lab teams can evaluate and challenge the logic.
The lab handoff includes a structured summary with formulation assumptions, material rationale, recommended concentration ranges, process notes, identified risks, and a prioritized list of next tests. Export it as a shareable document or copy it directly into your lab workflow.
PatSnap Eureka operates under enterprise-grade security standards. Your formulation data is encrypted in transit and at rest, isolated per tenant, and never used to train shared models. Full audit logs and data-retention controls are available through enterprise plans.
PatSnap Eureka Formulation Agent is built on PatSnap's Innovation Knowledge Graph across patents, regulatory filings, and scientific literature for materials and formulations. Unlike general-purpose AI, it is tuned for formulation chemistry, process constraints, compliance requirements, restricted materials, interactions, and evidence-backed recommendations.
Ready to formulate?
Accelerate your next formulation.
Start with a brief, benchmark, or constraints. See what your team can build next.