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Analytics
Outlet-Wise P&L for Restaurants: Finally Know Which Location Makes Money
Your chain did ₹12 crore in revenue last year. The P&L says you're profitable. But which outlets are profitable — and which are being quietly subsidised by the ones that work? If you can't answer that by location, you're flying blind.
Ishita Shah
Content Editor, FireAI
May 12, 202610 min read
Analytics
Causal Chain Analysis: Fix What's Breaking Revenue
Causal chain analysis traces metric drops to their root cause. Learn how Indian businesses use it to stop revenue leaks before they compound.
S.P. Piyush Krishna
Content Writer, Fire AI
May 10, 20268 min read
Data
Tally Analytics Dashboards for Indian Businesses
80% of Indian SMBs use Tally. Fewer than 5% have dashboards. Learn how to build real-time P&L, cash flow, and receivables analytics from your Tally Prime data.
Ishita Shah
Content Editor, FireAI
May 7, 20269 min read
Analytics
Marketplace Commission Overcharge Detection: How D2C Brands Recover Lost Revenue
3–5% of marketplace commissions are incorrectly charged. Learn how D2C brands detect Amazon and Flipkart fee errors and recover lost revenue.
Ishita Shah
Content Editor, FireAI
May 7, 20268 min read
Data
New Product Launch Tracking: 7 Metrics Every FMCG Brand Should Monitor
You've spent six months developing a new SKU, lined up distributor commitments, and pushed it into 5,000 outlets. Three months later, someone asks: "how's the launch going?" and the best answer in the room is a billing number that tells you almost nothing. Here are the seven metrics that actually tell you.
Ishita Shah
Content Editor, FireAI
May 6, 20269 min read
Analytics
Why Indian SMBs Are Switching from Excel to AI-Powered BI in 2026
Indian SMBs manage crores on Excel. Here is why 2026 is the year that changes - and what AI-powered BI gives you that no spreadsheet ever can.
Ishita Shah
Content Editor, FireAI
May 6, 202611 min read
Analytics
Secondary Sales Tracking: From Excel Chaos to Real-Time Outlet Intelligence
You have primary billing data. You have distributor stock reports. What you don't have is a clear, current picture of what's actually selling at the outlet level — and that gap is costing you more than you think.
Ishita Shah
Content Editor, FireAI
May 6, 20266 min read
Analytics
Measuring Promotion Effectiveness: A Data-Driven Guide for FMCG Marketers
FMCG brands in India spend 15–25% of gross revenue on trade promotions and A&SP (advertising and sales promotion) every year. Most can tell you how much they spent. Very few can tell you what it returned. The problem isn't a lack of data — it's that the data lives in disconnected places. Trade spend sits in finance. Off-take data lives with the distributor or field team. A&SP budgets are tracked in a marketing spreadsheet. No single view ties promotional investment to consumer pull at the outlet level. The result is a budget cycle where last year's spend allocation becomes next year's default, because no one has the numbers to argue for something different. This guide walks through how FMCG marketing and trade teams can build a promotion effectiveness framework that actually connects spend to outcome — not just channel-level assumptions.
Ishita Shah
Content Editor, FireAI
Apr 21, 20267 min read
Analytics
Beat Productivity Analysis: How Top FMCG Brands Optimize Field Force ROI
Your sales team is covering 300 beats a month. But how many of those beats are actually driving orders — and how many are just burning fuel? Here's how the sharpest FMCG brands are figuring that out.
Ishita Shah
Content Editor, FireAI
Apr 13, 202610 min read
Analytics
White Space Analysis for FMCG: Finding Untapped Markets with AI
Most FMCG sales leaders assume their coverage gaps are known. They're not — they're estimated. Based on distributor claims, field rep feedback, and the occasional market visit. The outlets you aren't reaching don't appear in your Tally data. The SKUs your distributors aren't pushing don't show up on beat reports. What's missing is, by definition, invisible. That invisibility is expensive.
Ishita Shah
Content Editor, FireAI
May 9, 20267 min read
Analytics
Outlet-Wise P&L for Restaurants: Finally Know Which Location Makes Money
Your chain did ₹12 crore in revenue last year. The P&L says you're profitable. But which outlets are profitable — and which are being quietly subsidised by the ones that work? If you can't answer that by location, you're flying blind.
Ishita Shah
Content Editor, FireAI
May 12, 202610 min read
Analytics
Causal Chain Analysis: Fix What's Breaking Revenue
Causal chain analysis traces metric drops to their root cause. Learn how Indian businesses use it to stop revenue leaks before they compound.
S.P. Piyush Krishna
Content Writer, Fire AI
May 10, 20268 min read
Data
Tally Analytics Dashboards for Indian Businesses
80% of Indian SMBs use Tally. Fewer than 5% have dashboards. Learn how to build real-time P&L, cash flow, and receivables analytics from your Tally Prime data.
Ishita Shah
Content Editor, FireAI
May 7, 20269 min read
Analytics
Marketplace Commission Overcharge Detection: How D2C Brands Recover Lost Revenue
3–5% of marketplace commissions are incorrectly charged. Learn how D2C brands detect Amazon and Flipkart fee errors and recover lost revenue.
Ishita Shah
Content Editor, FireAI
May 7, 20268 min read
Data
New Product Launch Tracking: 7 Metrics Every FMCG Brand Should Monitor
You've spent six months developing a new SKU, lined up distributor commitments, and pushed it into 5,000 outlets. Three months later, someone asks: "how's the launch going?" and the best answer in the room is a billing number that tells you almost nothing. Here are the seven metrics that actually tell you.
Ishita Shah
Content Editor, FireAI
May 6, 20269 min read
Analytics
Why Indian SMBs Are Switching from Excel to AI-Powered BI in 2026
Indian SMBs manage crores on Excel. Here is why 2026 is the year that changes - and what AI-powered BI gives you that no spreadsheet ever can.
Ishita Shah
Content Editor, FireAI
May 6, 202611 min read
Analytics
Secondary Sales Tracking: From Excel Chaos to Real-Time Outlet Intelligence
You have primary billing data. You have distributor stock reports. What you don't have is a clear, current picture of what's actually selling at the outlet level — and that gap is costing you more than you think.
Ishita Shah
Content Editor, FireAI
May 6, 20266 min read
Analytics
Measuring Promotion Effectiveness: A Data-Driven Guide for FMCG Marketers
FMCG brands in India spend 15–25% of gross revenue on trade promotions and A&SP (advertising and sales promotion) every year. Most can tell you how much they spent. Very few can tell you what it returned. The problem isn't a lack of data — it's that the data lives in disconnected places. Trade spend sits in finance. Off-take data lives with the distributor or field team. A&SP budgets are tracked in a marketing spreadsheet. No single view ties promotional investment to consumer pull at the outlet level. The result is a budget cycle where last year's spend allocation becomes next year's default, because no one has the numbers to argue for something different. This guide walks through how FMCG marketing and trade teams can build a promotion effectiveness framework that actually connects spend to outcome — not just channel-level assumptions.
Ishita Shah
Content Editor, FireAI
Apr 21, 20267 min read
Analytics
Beat Productivity Analysis: How Top FMCG Brands Optimize Field Force ROI
Your sales team is covering 300 beats a month. But how many of those beats are actually driving orders — and how many are just burning fuel? Here's how the sharpest FMCG brands are figuring that out.
Ishita Shah
Content Editor, FireAI
Apr 13, 202610 min read
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