How IISc converts lab protocols into reusable instrument training videos
How IISc converts lab protocols into reusable instrument training videos
This case follows a representative research training coordinator from the Indian Institute of Science to show how Leadde could convert lab protocols and instrument manuals into reusable training videos.
| 80% projected production time savings | 15-25 videos possible per lab | 150-250 videos possible across 10 labs | Reusable instrument onboarding content |
Instrument training is a high-stakes workflow. Students need to understand setup, calibration, safety steps, failure conditions, and shutdown procedures before they use specialized equipment.
Industry Research and Higher Education | Region India | Organization type Research institute |
Industry Context
Written protocols are necessary, but they are often not enough for first-time users. Video helps make sequence-dependent processes easier to understand and repeat.
The Challenge
- Senior researchers repeat the same instrument guidance for each new student.
- Instrument use often depends on exact step order.
- Missing a safety step can damage equipment or create lab risk.
- Manuals change when instruments are repaired, upgraded, or reconfigured.
The Solution
Leadde helps research teams turn protocol PDFs, instrument manuals, safety notes, and onboarding scripts into reusable training videos. PDF to Video converts technical documents into walkthroughs, while AI Training Course Generator can organize instrument videos into onboarding sequences.
The Projected Results
- A 10-minute instrument training video could move from 2-3 days of production to under 1 hour for a first draft.
- One lab could generate 15-25 reusable videos for setup, calibration, troubleshooting, and shutdown.
- Across 10 labs, teams could build 150-250 instrument training videos.
- Updated equipment settings could be reflected without filming a new presenter.
