Solution
Turn Experimental Data into Insight
Make your experimental knowledge usable across every project, team, and decision.
The Platform Connects Data, Models, and Context
The Citrine Platform helps researchers uncover new insight, innovation leaders make better decisions, and organizations preserve hard-won knowledge so it can be reused, scaled, and applied faster across the entire development lifecycle.
In complex product development, valuable knowledge is often trapped in spreadsheets, reports, legacy systems, and individual experience. The result is slower learning, repeated experiments, and decisions made without a clear view of trade-offs. The Citrine Platform gives customers a unified way to connect data, models, documents, and technical context — so teams can learn faster and act with more confidence.
Connect Data
Unify experimental results, formulations, and process data across systems and teams.
Surface Insight
Apply AI to reveal patterns, trade-offs, and relationships that are invisible in raw data.
Preserve Knowledge
Capture reasoning, context, and expertise so it remains usable long after a project ends.
Accelerate Decisions
Align technical and business stakeholders around shared evidence and explicit trade-offs.
“You’re essentially institutionalizing the knowledge that you are generating in a way that can be easily accessed and used by your next generation of scientists or formulators coming in to the team.”
— David Cranfill, Director of Innovation and Technology, Huntsman Polyurethanes
Help Researchers Find Patterns They Would Otherwise Miss
Experimental data contains relationships that aren’t visible in any single spreadsheet or report. The Citrine Platform applies AI to surface the non-obvious connections between formulation, process, and performance — giving your researchers a significant analytical advantage from day one of a new project.
Uncover Hidden Relationships
Identify non-obvious connections between formulation choices, process parameters, and end-use performance.
Reveal Critical Raw Materials
Understand which raw materials matter most — which raw materials cannot be easily substituted — before committing resources to a development path or deciding on stocking levels.
Identify Trade-Offs Earlier
Surface cost, performance, supply resilience, and sustainability trade-offs before scale-up to production. Discuss these with your customers.
Build on Prior Experiments
Ensure every new project automatically inherits the learning from previous work — so your team spends less time rediscovering and more time advancing.
Make Trade-Offs Visible Before You Commit Time and Budget
The Citrine Platform gives innovation leaders the ability to visualize trade-offs across cost, performance, compliance, and supply constraints — turning abstract debates into evidence-based alignment.
Compare Options Rigorously
Evaluate formulation or process alternatives across multiple dimensions simultaneously — cost, performance, compliance, and supply risk — in a single view.
Visualize Instead of Debate
Replace lengthy internal debates with clear visual representations of trade-off spaces. Shared evidence accelerates alignment between technical and business stakeholders.
Confident Go/No-Go Calls
Make stage-gate decisions backed by explicit, shared reasoning — not gut instinct or incomplete data — so you move faster and with greater conviction.
Keep Expertise in the Company, Even When People Move On
Institutional knowledge should be a durable organizational asset — not a fragile dependency tied to individual tenure. When experienced employees retire or transition, the insights they carry shouldn’t leave with them.
The Citrine Platform transforms tacit expertise into structured, searchable, reusable knowledge that new team members can access from day one.
Protect Against Brain Drain
Hard-won knowledge no longer walks out the door when experienced researchers retire or move to new roles.
Reduce Tribal Knowledge Risk
Move beyond informal knowledge networks. Make critical technical insights explicit, searchable, and independently accessible.
Accelerate Onboarding
Help new team members get productive faster by giving them direct access to contextualized prior work and institutional reasoning.
— David Thomas, Director of Research Development, Syensqo
Build Resilience With What-If Analysis
Prepare for Disruption Before It Becomes a Crisis
Resilience improves when teams can test scenarios before supply, cost, or regulatory changes force a reaction. The Citrine Platform allows your team to model real-world disruptions before they happen — so you’re never caught without a Plan B.
Price Shock
What if the price of a key raw material doubles? Model substitution options before costs force a decision.
Supply Chain Disruption
What if a critical additive is no longer available? Identify alternatives proactively, not reactively.
Stockpile Planning
Identify which raw materials are difficult or impossible to replace and require strategic inventory decisions.
Query Technical Knowledge in Plain Language
Researchers shouldn’t have to hunt through disconnected systems to find answers that already exist somewhere in the organization. The Citrine Platform lets teams query internal and external knowledge in plain language — surfacing relevant results from across the organization’s knowledge base, instantly.
The Right Capabilities For Every Stakeholder
The Citrine Platform delivers meaningful value at every level of your organization — from individual researchers to innovation leaders to the enterprise as a whole.
For Researchers
Gain insight faster, understand important scientific relationships between formulation, process, and performance, and avoid repeating work that has already been done elsewhere in the organization.
For Innovation Leaders
Make better decisions with clearer trade-offs across performance, cost, compliance, and supply risk — and align your technical and business stakeholders around shared, evidence-based reasoning.
For the Organization
Preserve expertise before it walks out the door, accelerate onboarding of new researchers, and create a more resilient, cumulative product development system that compounds in value over time.
