Kinematic Journal · Field Ops · AI in Field Ops

How the best field teams actually run.

Plain-spoken essays on beat planning, GPS tracking, distribution math, AI in retail execution, and what it takes to make field operations measurable. Written for ops leaders, not search engines.

AI in Field Ops · Jun 28, 2026 · 6 min

Kini AI: Voice Agent for Indian Field Sales Teams 2026

India's first agentic voice layer for B2B field sales. Kini AI captures leads, books orders, and answers analytics questions in 22 Indian languages — hands-free, offline-capable.

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AI in Field Ops · Jun 25, 2026 · 5 min

AI in Field Sales India 2026: How Indian Teams Are Using AI to Sell More

How Indian field sales teams are deploying AI in 2026: voice capture, next-best-action prompts, shelf audit, and lead scoring. What works, what doesn't, and which AI capabilities matter most in India.

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AI in Field Ops · Jun 20, 2026 · 6 min

AI Shelf Audit for FMCG Modern Trade: Photo to Planogram Score

How computer-vision shelf audits work end-to-end, where they break down, and what the next 12 months bring with multimodal AI. Written for FMCG ops leaders, not data scientists.

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Teams that switched, tell it better.

Earlier I noted leads in a diary at night and half of them were lost. Now I just speak to Kini AI after each visit — the lead is recorded with the outlet and quantity, scored, and my follow-up is set before I've even left the shop. Nothing slips any more.

SRS
Field Sales RepresentativeShri Ram Sales (SRS)

Kinematic's analytics changed how we plan. We see beat coverage, conversion by zone and pipeline health live — so territory and sales strategy decisions are made on this month's data, not last quarter's reports. Reviews that took days now take an hour.

TS
Chief Sales ManagerTata Steel
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