AI Tools for Chemical Engineers
AI tools that help chemical engineers research chemical properties, look up safety data, search process literature, find suppliers, and stay current with regulatory requirements.
Works in Chat, Cowork and Code
Chemical property and safety data lookup
Look up thermodynamic data, physical properties, GHS hazard classifications, and SDS summaries for any chemical compound. Get the data you need for process design, hazard analysis, and regulatory submissions without searching through multiple databases.
Ethylene oxide: BP 10.7°C (gas at ambient — design as cryogenic or pressurized storage). Vapor pressure: 145 kPa at 25°C. Flammability limits: 3% to 100% (extremely wide, can detonate in pure oxygen). GHS: H220 (extremely flammable gas), H350 (carcinogen Cat. 1A), H341 (mutagenic). Process safety: consider N2 inerting, distributed temperature sensing for hot spots, and minimum inventory design. NFPA 652 dust explosion not applicable but deflagration/detonation risk is primary concern.
Process literature and reaction research
Search peer-reviewed chemical engineering literature to find process conditions, catalyst systems, yield data, and scale-up considerations before designing or optimizing a process. Ground your process design in published data.
Found 14 papers on V2O5-based ODHP catalysts (2021–2025). Key findings: selectivity to propylene peaks at 60–70% at 450–500°C with monolayer V2O5/SiO2. Main selectivity limitation: over-oxidation to CO2. Recent breakthrough: boron nitride catalysts achieving >90% selectivity (JACS 2023, highly cited). Catalyst deactivation via V reduction is reversible with periodic air regeneration. Recommend reviewing the BN catalyst pathway for your feasibility assessment.
Regulatory compliance and REACH research
Research the chemical regulatory requirements for any substance — REACH, TSCA, RoHS, Prop 65 — before starting production, importing, or exporting. Avoid costly compliance surprises late in the product development cycle.
DMSO REACH status: registered under REACH (EC No. 200-664-3), not currently on SVHC Candidate List. No authorization required. However: downstream user obligations apply if DMSO is used in quantities >1 tonne/year — you must be identified in the supply chain and ensure use cases are covered in the extended SDS. Pharmaceutical process solvents are not typically exempt from REACH. Confirm with your supplier that your specific use is covered in their registration dossier.
Process flow diagram generation
Generate process flow diagrams and P&ID-style schematics from descriptions of unit operations. Create documentation for HAZOP preparation, permit applications, and technical reviews without waiting for a drafter.
Generated CSTR process flow diagram with all 6 unit operations. Feed tanks A and B feed through metered pumps to pre-mixer. CSTR shown with cooling jacket and temperature control loop (TC). Vapor outlet from CSTR feeds flash drum with vapor recovery. Liquid product to storage tank. Material flow arrows and control loop symbols included. Suitable for HAZOP preparation document.
Specialty chemical supplier discovery
Find qualified suppliers for specialty chemicals, catalysts, and raw materials — including GMP, ISO, and pharmaceutical-grade sources. Build sourcing alternatives before supply disruptions affect your process.
Found 7 pharmaceutical-grade magnesium stearate suppliers in North America. 4 are ISO 9001 certified with pharma customer references (3 supply directly to Tier 1 pharma companies). 2 are DMF-registered. Minimum orders range from 500 kg to 5 tonnes. Location breakdown: 3 US, 2 Canada, 1 Mexico. GMP certificates and CoA samples available on request from all 7.
Ready-to-use prompts
Look up the physical properties, thermodynamic data, and GHS hazard classification for [chemical name or CAS number]. I need boiling point, vapor pressure, flammability data, and process safety considerations for [application].
Find peer-reviewed papers from [year range] on [reaction or process name] using [catalyst or process conditions]. I need selectivity data, operating temperature ranges, and scale-up considerations for a [feasibility/design] study.
Research the [REACH/TSCA/Prop 65/RoHS] compliance requirements for [chemical name]. Include SVHC status, registration requirements, and downstream user obligations for use in [application description].
Generate a process flow diagram for [process description]. Include unit operations: [list them]. Show material flows, main utilities, and key control loops. Style suitable for a HAZOP preparation or permit application document.
Find suppliers of [chemical name] with [grade: pharma/industrial/food] certification in [region]. I need [certifications: ISO/GMP/NSF] with minimum order of [amount]. Include contact information for RFQ distribution.
Look up the properties of [element name] relevant to [application, e.g., catalyst support, corrosion inhibitor, semiconductor dopant]. Include atomic properties, common oxidation states, and key industrial chemistry context.
Research the applicable ASME, API, ISO, or [relevant body] standards for [process equipment type, e.g., pressure vessel, heat exchanger, storage tank] in [industry application]. I need this for a design basis document.
Find manufacturers of [catalyst type] for [reaction application] with at least [technical spec]. I need commercial-scale availability, typical pricing range, and technical support capability. Region preference: [global/North America/Europe].
Tools to power your best work
165+ tools.
One conversation.
Everything chemical engineers need from AI, connected to the assistant you already use. No extra apps, no switching tabs.
New process feasibility assessment
Build a research-backed feasibility assessment for a new chemical process.
Chemical HAZOP preparation
Prepare documentation and data for a HAZOP study on a new or modified process.
Supply chain diversification
Identify and qualify alternative suppliers for critical raw materials.
Frequently Asked Questions
How accurate are AI-retrieved chemical property values?
Chemistry Lookup retrieves data from established chemical databases and published sources. For design-critical values — especially thermodynamic data and reaction kinetics — always verify against primary sources like NIST WebBook, Perry's Chemical Engineers' Handbook, or peer-reviewed literature. AI-retrieved values are most reliable for initial screening and widely documented properties.
Can I use AI to prepare for a HAZOP study?
Yes. You can generate process flow diagrams with Diagram Generator, look up GHS hazard data and process safety properties with Chemistry Lookup, and research previous process safety incidents in similar processes with Deep Research. These tools help assemble the data and documentation needed before a HAZOP session, not replace the HAZOP process itself.
How do I check REACH compliance status for a chemical quickly?
Deep Research compiles REACH registration status, SVHC Candidate List membership, and authorization requirements from ECHA databases and regulatory guidance. For most chemicals, it can quickly determine whether there are active obligations and what downstream user actions are required.
How do I find specialty chemical suppliers with specific certifications?
Manufacturer Finder searches across chemical industry directories and supplier databases filtered by grade (pharmaceutical, food, industrial), certification type (GMP, ISO, NSF), and geography. For specialty chemicals, this surfaces qualified suppliers for RFQ distribution faster than manual directory searches.
How current is the academic literature search for process chemistry?
Academic Research searches major scientific databases and returns results from recently published papers with citations. For fast-moving areas like catalyst development or alternative solvents, this gives you current research findings rather than textbook knowledge from years ago.
Give your AI superpowers.
Works in Chat, Cowork and Code