Industrial Process & OEM

• Pain points: explaining valve behavior, pressure/flow trade-offs, operator training.

• Typical engagements: Parameterized simulators, live charts, state indicators (heating/flooded), desktop builds.

• Outcomes: clearer buyer understanding, faster technician onboarding.

Pulp & Paper

• Pain points: dryer/receiver behavior under varying loads; flooded states.

• Typical engagements: State logic, presets for common line setups, material/overlay cues.

• Outcomes: better training and sales demos without exposing plant data.

Steam Systems & Utilities

• Pain points: trap sizing, leakage, energy waste explanations.

• Typical engagements: proprietary tools with mass-flow & condensate charts using public steam tables.

• Outcomes: credible, vendor-neutral education tools.

Medical Devices & Healthcare Training

• Pain points: safe skill practice and procedure visualization.

• Examples: device operation scenarios, stepwise training with assessment hooks.

• Outcomes: repeatable training without tying up clinical equipment.

Water/Environmental & Life Sciences

• Pain points: abstract chemistry/biology is hard to teach.

• Examples: nitrification/denitrification, pH buffering, CO₂ equilibrium demos.

• Outcomes: faster comprehension for students and technical buyers.

AgTech / Aquaculture

• Examples: aquaponics dynamics, oxygen/CO₂ balance, feeding/waste scenarios.

• Outcomes: decision support and training for operators.

Energy & R&D

• Examples: early-stage prototypes to test visualizations and controls.