Formulation
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Formulation Studio
The core workspace. Build formulas manually, generate them from a brief, optimise cost and performance, or use the AI Copilot to get real-time suggestions as you work.
Input: brief or ingredientsOutput: full formula
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Color Intelligence
Paints-only. Enter a RAL/NCS code, hex, L*a*b* values, or a photo and get a gram-precise tinting formula with colorant table, mixing sequence, and metamerism risk.
Input: color referenceOutput: colorant formula
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R&D Planner
Generate a staged R&D roadmap with gate criteria, experiments, timelines, and risk flags tailored to your product objective.
Input: objective + constraintsOutput: phased roadmap
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Troubleshoot
Guided defect diagnosis. Select a defect category and symptom — Dalton walks you through root causes and corrective actions step by step.
Input: symptom selectionOutput: root cause + fix
Chemistry Lab — Analysis
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Molecule Explorer
Search any molecule by name, CAS, or SMILES. See the 2D structure rendered live, get MW, logP, boiling point, and ask Dalton questions about it.
Input: name / CAS / SMILESOutput: structure + properties
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PubChem Lookup
Live query to PubChem. Returns verified MW, CAS, logP, solubility, GHS hazard codes, and safety data — direct from the source, not AI-generated.
Input: compound nameOutput: verified data
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Mass Balance
Enter a reaction equation and conditions — Dalton calculates stoichiometry, theoretical yield, percent yield, and atom economy with full working shown.
Input: reaction + quantitiesOutput: yield calculations
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Structure Drawing
Interactive molecular structure editor. Draw structures and export them as SVG or PNG for reports and presentations.
Input: draw in canvasOutput: SVG / PNG
Chemistry Lab — Intelligence
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Ingredient Finder
Describe what you need — function, performance target, or regulatory requirement — and Dalton finds matching raw materials with supplier names and trade grades.
Input: functional requirementOutput: ingredient candidates
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Vision AI
Upload a photo or image — Dalton analyses spectra, identifies defects, interprets lab images, or reads color samples. Supports NMR charts, paint films, product samples.
Input: image uploadOutput: AI analysis
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Voice Lab
Dictate lab notes, observations, and measurements hands-free while working at the bench. Transcribes and structures your notes automatically.
Input: voice recordingOutput: structured notes
Chemistry Lab — Experiments
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Experiment Log
Log experiments, record outcomes, and track trends over time. Dalton surfaces AI-generated insights from your own lab history.
Input: experiment dataOutput: logged record + trends
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DoE Engine
Design of Experiments. Define factors and ranges — Dalton generates a minimal experimental matrix (typically reduces 48 runs to 5-8) and interprets results.
Input: factors + rangesOutput: experimental matrix
Chemistry Lab — Simulation & Synthesis
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Mechanism Diagrams
Enter any reaction (e.g. "SN2 of bromomethane with OH⁻") and get a full step-by-step curved-arrow mechanism — electron sources, orbital changes, stereochemistry, energy profile, competing pathways.
Input: reaction nameOutput: step-by-step mechanism
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Phase Diagrams
Enter a substance or binary system (e.g. "water", "CO₂", "benzene-toluene") and get a complete phase diagram with triple points, critical points, equations, and worked examples.
Input: substance or systemOutput: full phase diagram
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Virtual Lab
Simulate a real experiment step-by-step without entering the lab. Select experiment type (titration, distillation, reaction, chromatography…), describe it, and Dalton runs it — showing what you'd observe at every stage.
Input: experiment descriptionOutput: step-by-step simulation
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Mind Map
Enter any chemistry topic (e.g. "Electrochemistry", "Polymer Chemistry") and get an interactive visual mind map with colour-coded branches you can expand and collapse.
Input: chemistry topicOutput: visual mind map
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Scale-Up Intelligence
Paste a lab procedure and set your target scale — Dalton projects yield, cost drivers, heat transfer requirements, HAZOP risks, equipment sizing, and green chemistry metrics (E-factor, PMI).
Input: lab procedure + scaleOutput: scale-up analysis
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Digital Twin
Describe a chemical process, set 2-3 parameters to vary (e.g. temperature 40–80°C, pressure 1–10 bar) and choose a mode — sensitivity analysis, optimisation, failure mode, or full parameter sweep.
Input: process + parametersOutput: simulation table
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Synthesis Routing
Plan a complete synthesis route for any target molecule. Choose retrosynthesis (work backwards from target) or forward synthesis. Get step-by-step routes with reagents, conditions, expected yields, and starting material availability.
Input: target moleculeOutput: multi-step route
Documents
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SDS / TDS / CoA Reader
Upload a Safety Data Sheet, Technical Data Sheet, or Certificate of Analysis — Dalton extracts key data and lets you ask questions about the document in plain language.
Input: PDF uploadOutput: extracted data + Q&A
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TDS Reader
Paste or upload a Technical Data Sheet and extract all key performance parameters, application guidelines, and compatibility notes in a structured table.
Input: TDS text / PDFOutput: structured data
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Lab Report
Paste raw lab data or results and get a professionally structured lab report with observations, calculations, discussion, and conclusions.
Input: raw lab dataOutput: formatted report
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Regulatory Checker
Check a substance or formula against global regulations — EU REACH, SVHC, IFRA, US EPA, FDA, UAE, China. Returns a pass/fail per region with specific article citations.
Input: substance / formulaOutput: compliance per region
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Unit Calculator
Chemistry unit conversions and calculations — molarity, dilutions, pH, ppm/ppb, viscosity, density, and more. Select the calculation type and enter your values.
Input: values + unitsOutput: converted result
Library
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Formula Library
All your saved formulas in one place. Search, reload into the formulation studio, compare versions, or export to PDF. Formulas are saved to your account automatically when you click Save.
Input: your saved formulasOutput: reload / export
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Knowledge Base
Upload your own documents (formulation guides, specs, research papers) — Dalton uses them as verified references when answering questions, citing your own documents instead of general knowledge.
Input: your documentsOutput: Dalton cites them
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Factory Memory
Store your factory-specific standards, norms, and preferences (e.g. approved suppliers, viscosity targets, coating system constraints). Dalton automatically applies them to every response.
Input: your factory standardsOutput: applied to all answers
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Raw Materials Library
Browse and search your raw material inventory. Add materials with cost, supplier, and specification data. Dalton uses this library when generating formulas to stay within your actual inventory.
Input: your RM inventoryOutput: used in formulas
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Team Workspace
Invite colleagues by email to share access to your formulas and knowledge base. Set roles (viewer / editor). All shared formulas are kept in sync across team members.
Input: colleague emailOutput: shared access
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Audit Log
Every action in DALTON is automatically recorded — formula saves, exports, document uploads, regulatory checks. Filter by action type or export to CSV for GLP compliance.
Input: automaticOutput: full action history
Academics
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Spectral Interpreter
Paste spectral data or upload a spectrum image — Dalton interprets NMR, IR, and MS spectra step-by-step, assigning peaks and proposing structures.
Input: spectral dataOutput: peak assignments
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Paper Interpreter
Paste or upload a research paper — Dalton summarises the key findings, methodology, results, and limitations in plain language. Ask follow-up questions about any section.
Input: paper text / PDFOutput: plain-language summary
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Named Reactions
Look up any named reaction (Grignard, Diels-Alder, Wittig, Suzuki…) — get the mechanism, conditions, substrate scope, limitations, and industrial examples.
Input: reaction nameOutput: full reference
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Problem Generator
Generate chemistry practice problems at any level and topic — stoichiometry, mechanisms, thermodynamics, spectroscopy. Choose difficulty and number of questions, get solutions included.
Input: topic + levelOutput: problems + solutions
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Exam Generator
Build a full exam or assessment — multiple choice, short answer, and calculation questions — on any chemistry topic. Generates a marking scheme automatically.
Input: topic + formatOutput: exam + marking scheme
