The Challenge
Industrial incident investigations were heavily dependent on manual, inconsistent data collection, leading to:
- Unstructured and incomplete witness statements
- Delays in identifying root causes
- Inefficient corrective action planning
- Increased risk of repeat incidents
- Challenges in maintaining regulatory compliance
The client needed to modernize investigations by reducing human bias, improving consistency, and accelerating the entire process.
A Day in the Life: Before Our Solution
An incident occurs on the factory floor.
A supervisor is alerted and begins the investigation process — often with paper forms, phone calls, and fragmented digital tools. Witnesses are interviewed, but their statements are captured in free-form text or handwritten notes, varying widely in detail and clarity.
As the day progresses:
- Investigators struggle to piece together inconsistent accounts
- Critical details are missed or recorded differently by different people
- Data is scattered across emails, spreadsheets, and reports
- There is no standard workflow guiding what questions to ask or what evidence to collect
By the time the information reaches safety or compliance teams:
- Significant effort is spent manually structuring and validating data
- Root cause analysis becomes subjective and time-consuming
- Reports take days (or longer) to compile
- Opportunities for early risk detection are often missed
In many cases, similar incidents recur — not because they couldn't be prevented, but because insights were buried in unstructured data and inconsistent processes.