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The Blind Spot Below Your Distributor: Building Channel Partner Intelligence
Manufacturing · Channel Partner Intelligence · AI Solutions · Business Intelligence Ask the sales head of a channel-led manufacturer how last quarter went, and you will get an answer in seconds. Ask which sub-dealers stopped ordering in August, and the room goes quiet. That silence is one of the most expensive gaps in Indian manufacturing. Primary sales, what the factory bills to its distributors, is tracked to the last rupee. Everything after that point lives somewhere else:
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One Platform, Thirty-Nine Modules: Why EV Makers Cannot Run on Borrowed Auto Software
Electric Vehicles · ERP · Dealer M18anagement · Fleet Operations · Integrated Digital Ecosystems India sold about 2.3 million electric vehicles in calendar 2025, roughly 8% of all new registrations, according to the India Energy Storage Alliance's analysis of Vahan data (Outlook Business). Electric three-wheelers alone were about 0.8 million of those, and close to a third of all three-wheelers sold were electric. The same report notes policy attention shifting toward commerci
The Blind Spot Below Your Distributor: Building Channel Partner Intelligence
Manufacturing · Channel Partner Intelligence · AI Solutions · Business Intelligence Ask the sales head of a channel-led manufacturer how last quarter went, and you will get an answer in seconds. Ask which sub-dealers stopped ordering in August, and the room goes quiet. That silence is one of the most expensive gaps in Indian manufacturing. Primary sales, what the factory bills to its distributors, is tracked to the last rupee. Everything after that point lives somewhere else:
From Ad Click to Enrolment in One Conversation: Designing an Agentic AI Journey for Cruz Roja
Agentic AI · Conversational AI · RAG · Nonprofit · Digital Ecosystems Most organisations do not have a lead problem. They have a lead-waiting problem. A person sees an ad for a first-aid course, taps it, fills in a form, and then waits. Someone calls back the next morning or the next week. By then the moment of intent has passed. The research on this is old and still uncomfortable. The MIT and Inside-Sales lead response study found that reaching a lead within five minutes mad
Leads Are Not Admissions: What One School Season Taught Us About Marketing Measurement
Education Marketing · Performance Marketing · Admissions Funnel · Marketing Analytics · Marketing Solutions Every admissions season, school leadership asks the same question: is our marketing working? And every season, most agencies answer with the wrong number. Cost per lead looks good in a report. But a school does not fill classrooms with leads. It fills them with admissions. Between the two sit phone calls, WhatsApp chats, campus visits and application forms, and in most
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Why Legacy Systems Break AI Projects
Enterprises lose roughly $370 million a year each to technical debt, according to research from Pegasystems and Savanta. Gartner and PwC put 60% to 80% of the average IT budget into simply keeping existing systems alive. Now add an AI mandate on top of that. The board wants agents in production by Q3. You already know how this goes. The demo worked. The integration didn't. Nearly every stalled AI programme follows the same arc. The proof of concept impresses everyone. Then so
Why AI Pilots Stall Before Production
Deloitte surveyed 3,235 leaders across 24 countries. Around three-quarters expect to be using agentic AI at least moderately within two years. Only 21% have a mature governance model for autonomous agents. McKinsey's read is blunter still. Roughly two-thirds of enterprises have experimented with AI agents. Fewer than one in ten have scaled them to the point of delivering measurable value. Gartner expects more than 40% of agentic AI projects to be cancelled by 2027. Somewhere
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