Insights

Perspectives on data, AI and agents, industry by industry.

69 points of view from our industry teams — filter by industry or topic, or search. Figures in each article are sourced or labelled.

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Public sector Point of view · Citizen services6 min read2026-09-24

Grievances are data: how departments can hear every citizen, in every language

Grievance portals made it easy to complain. Reading, routing and answering every grievance fairly is still mostly manual. Triage agents can do the reading and routing — while grievance officers keep every reply.

L0–L3impact-based priority levels in the triage engine our grievance triage reuses, with same-day escalation of critical cases
Public sector Point of view · Data & DPI5 min read2026-09-17

DBT moved the money. The next frontier is the list

Direct benefit transfer took cash out of the middle. What remains hard is the beneficiary list itself — duplicates, ineligible entries and failed payments found late. Data and agents can flag them; officers must decide.

Public sector Point of view · Procurement & public finance6 min read2026-09-10

Faster tender evaluation that still survives scrutiny: link every number to its page

GeM and e-procurement digitised buying, but evaluation is still a pile of long tenders and scanned bids. Agents can extract requirements and line items — if every value links back to the page it came from.

7specialist agents for reading tenders and checking bids, under one orchestrator
Public sector Point of view · Procurement & public finance5 min read2026-09-03

Government's hidden liability: cases and arbitrations nobody can total

Cases and arbitrations against government run for years across courts and tribunals. Without one record, exposure and ageing are guessed. A single analytics view — and actions tracked to closure — changes that.

8analysis modules in the Litigation Analytics accelerator
Public sector Point of view · AI in government6 min read2026-08-27

Agents prepare, officials decide: governing AI in public services

The IndiaAI mission is expanding public AI capacity and the DPDP Act changes how personal data may be used. For AI that touches citizens, the governing rule is simple: agents prepare the work, a named official decides, and every step is on the record.

2023the year India enacted the Digital Personal Data Protection Act