Surveillance tools fail people quietly. In September 2026 the Internet Freedom Foundation reported that Delhi Police's facial recognition flagged 2,873 people at protests at Jantar Mantar, using an 80% match threshold, against a database with no disclosed statutory basis or retention limit. An Indian Express check cited by IFF found at least 25 of 205 sampled people were in jail when the software placed them at the protest (IFF, 4 Sep 2026).
Citizenship cases are where errors cost most. In July 2026 the Supreme Court set aside a batch of ex parte Foreigners Tribunal opinions, holding that the burden of proof "does not convert the absence of the proceedee into proof of the allegation" (Sabitri Dey v. Union of India, 13 Jul 2026). Software that ranks such cases would add speed to a process the courts are asking to slow down and check.
The legal test is already set. Any intrusion on privacy must pass legality, a legitimate aim, proportionality and procedural safeguards (Puttaswamy, 2017). Purpose binding, two-person approval and the audit chain are how our software helps a user show the last two.
Oversight by design, the long version