BRANDFORGE · INDUSTRY WORKBENCH
Tools for every industry
Practical calculators, project blueprints and future scenario models. Microbiology is featured by default. No API key is required for on-page calculations.
Microbiology
Cells, microscopy and laboratory discovery
Dilution calculation
Theoretical C1V1 = C2V2 calculator.
Chemistry
Molecular science and analytical chemistry
Molar concentration
Molarity from moles and solution volume.
Biochemistry
Proteins, cells and molecular processes
Protein quantity
Estimate solute mass from measured concentration and volume.
Biotechnology
Biotechnology, genomics and innovation
Bioprocess theoretical yield
Calculate a simplified output yield from substrate mass.
Physics
Physics, energy and discovery
Kinetic energy
Classical kinetic-energy calculation.
Science
Research, experimentation and discovery
Sample mean
Average four measured sample values.
Engineering
Engineering, design and technology
Ohm’s law
Current from a voltage and resistance.
Medicine & Health
Clinical science and wellbeing
Appointment capacity
Estimate appointment slots from service time and available rooms.
Pharmaceuticals
Medicine development and quality research
Process yield percent
Compare obtained mass with theoretical mass.
Agriculture
Agriculture and food systems
Seed requirement
Plan seed amount from field area and seeding rate.
Environmental Science
Nature, ecology and sustainability
Electricity carbon estimate
Multiply consumption by an assumed emissions factor.
Energy
Energy systems and infrastructure
Solar daily production
Simplified solar-panel daily output estimate.
Aerospace
Aerospace systems and advanced flight
Ideal travel time
Distance divided by steady speed.
Technology & AI
Computing, automation and innovation
Storage capacity planner
Estimate replicated data-storage requirements.
Corporate
Professional services and strategy
Cash runway
Estimate time to cash exhaustion at steady burn.
Commerce
Trade, products and retail experiences
Gross margin
Gross margin percentage before overhead.
Finance
Business and financial services
Growth scenario
Illustrative annual compound growth.
Education
Learning and training
Assessment percentage
Compute marks as a percent of total available.
Construction
Projects, structures and design
Concrete volume
Rectangular volume plus configurable wastage.
Manufacturing
Manufacturing and industry
Overall equipment effectiveness
Multiply availability, performance and quality.
Logistics
Global logistics and distribution
Dimensional shipping weight
Estimate dimensional weight from parcel size.
Media & Entertainment
Media, creative services and storytelling
Video file size estimate
Estimate output file size from bitrate and runtime.
Hospitality
Hospitality and guest experiences
Room occupancy
Calculate percentage of rooms sold.
Real Estate
Property and built environments
Gross rental yield
Estimate gross annual rental yield.
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EXPERIMENTAL · FUTURE LAB
Advanced planning and simulation tools
Educational models only. These do not connect to hardware, operate industrial plants, generate predictive AI models, or control accounts.
Digital-twin capacity model
Experimental simplified throughput model
Climate scenario explorer
Explore a hypothetical reduction in an emissions baseline
Automation capacity planner
Explore a change in process duration
Risk scenario Monte Carlo
Run illustrative 300-trial simulations using your own assumptions
Future-energy scenario
Explore hypothetical storage efficiency