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.
Not a vendor list — a decision framework for Indian ops leaders evaluating field force software. The five dimensions that actually matter, and the questions to ask before you sign.
Biometric proves who showed up. Geo-fencing proves who showed up, where, and when. For field teams that work outside the office, the difference is everything.
The regulatory and operational reality of Indian pharma MR management — DCR automation, RCPA capture, sample issuance, and why the next generation of MR apps are built around voice, not forms.
Primary-vs-secondary mismatch is the most expensive silent leak in FMCG distribution. Here's what causes it, how to measure it, and how to close it without ERP heroics.
Most FMCG beat plans are built on instinct and inherited Excel. Here's how India's best distribution teams design routes, frequencies and PCR targets — with data, not gut.
The category names sound identical. The software isn't. Here's what separates classic SFA from modern field force management — and which one your team actually needs.
Indian van sales operations lose 15-20% of potential revenue to route inefficiency. Not through fraud — through bad route design, poor load planning and cash gaps. Here's how to fix it.
Every field operations vendor claims offline support. Fewer than half of them mean it. Here's how to test the claim, and why an offline-first architecture is non-negotiable for Indian deployment.
India has 12 million kirana stores. Your FMCG brand will never reach all of them. The ones you reach, how often, and with what product portfolio is where the distribution battle is won or lost.
Indian modern trade has 14,000+ organized outlets. Getting perfect store execution across all of them requires software that the field team will actually use. Here's what that looks like.
Most Indian field operations track the wrong metrics. They measure activity instead of productivity, and output instead of outcomes. Here are the 12 KPIs that actually predict whether your field force is performing.
Managing 500+ feet-on-street BFSI agents across India is fundamentally different from managing a corporate sales team. Here's the software stack that actually works.
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.
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.
Tell us about your field team and we'll set up a personalised demo — showing exactly how Kinematic maps to your workflows.