Government Briefs
The goal of Basis is not to collect complaints, it is to make them impossible to ignore. Government Briefs will turn clusters of verified reports into structured summaries for the civic bodies that can act on them.
One report gets filed and forgotten. A hundred from the same junction is a case.Briefs are how isolated frustration becomes evidence: where, how bad, how often, with photographs.
Step by step.
Reports are validated
Photos are checked by the model and reviewed by people, so the dataset is trustworthy.
Reports are clustered
Matching reports from the same area are grouped, and only clusters past a threshold are escalated.
A brief is generated
Location, category, severity, frequency and photographic evidence, stripped of personal identifiers.
It is sent and tracked
Routed to the relevant body such as BMC or PMC, timestamped, with the response tracked.
The details.
Threshold-based
Only verified, widespread problems are escalated, not one-off complaints.
Anonymised
Briefs carry the problem, never the person who reported it.
Trackable
Each dispatch is timestamped so resolution can be followed.
Built on human review
The review queue is what keeps the underlying data clean.
- Status
- Planned. No briefs have been delivered yet
- Intended recipients
- BMC (Mumbai) and PMC (Pune)
- Escalation
- Cluster threshold, for example 15+ matching reports
- Personal data
- None included
Human Review & Continuous Learning
Moderators confirm or correct the AI. Corrections teach the model.
Read more →AI Detection
A YOLO model marks where the problem is in each photo.
Read more →Rover Network
Autonomous ground rovers as a physical verification layer.
Read more →Help build the evidence
Every report you file is one more data point.