Numbers Speak

From the floor to the P&L

Origin stories, case studies and the fractional CFO methodology — written from twenty-two years on the ground, not from a textbook.

CFO ThinkingFinance Blind SpotsFP&AForensic FinanceCash & Working CapitalFinance AutomationFinance Education
Origin Story

The Excel Insult That Built a 20-Year Career

In 2006 a DSO office executive told a Home Guard constable Excel wasn't for him. That evening changed the next twenty years.

4 min read
Read the story →
Origin Story

47 Rejections, One System

Between March and August 2004, 47 companies said no. Here is the exact method that turned each rejection into preparation for the next.

4 min read
Read the story →
Finance Blind Spots

The ₹12 Lakh Question Nobody Asked

A vendor cheque for six consultants and a month of work landed on my desk. The real cost wasn't the ₹12 lakhs — it was the question nobody had asked first.

4 min read
Read the story →
Forensic Finance

Why Fraud Doesn't Live in the Boardroom

The Last Layer Approach™ goes where audits usually stop — the warehouse floor, not the P&L.

4 min read
Read the story →
CFO Thinking

Data First, Rakshak Second, AI Third, Human Responsible always. Why I Built It This Way

Before Claude ever touches your numbers, an 8-layer Rakshak check has to pass first. Here's why that order is the whole point.

5 min read
Read the story →
CFO Thinking

Fractional, Virtual, Interim or Outsourced CFO — What's the Difference?

Most Indian founders have heard these words but never quite understood them. Here's what each one actually means, and why hiring one isn't the same as hiring "a cheaper accountant."

5 min read
Read the story →
✍️

More stories on the way

New posts add as the work does — check back, or follow on LinkedIn for daily posts.

From Suraj

Finance, cash and decisions

Cash & Working Capital · By Suraj

Profit Is an Opinion, Cash Is a Fact: Why Profitable Businesses Still Run Out of Cash

Why a business can show a profit and still struggle to pay its bills, and the three places to look first.

2 min read
Read the post →
Receivables · By Suraj

DSO Explained: The One Number That Tells You How Long Customers Take to Pay

What Days Sales Outstanding means, how to calculate it, and what to do when it rises.

2 min read
Read the post →
FP&A · By Suraj

Budget vs Actual: How to Read a Variance Without Blaming the Wrong Person

A practical way to read budget variances by separating price, volume and timing before asking who is responsible.

2 min read
Read the post →
MIS · By Suraj

What a Good Monthly MIS Looks Like: One Page, Five Questions

A good management report answers five plain questions on one page. Here is the structure and what to leave out.

2 min read
Read the post →
Margin · By Suraj

Four Places a Margin Quietly Disappears

Margin rarely falls in one big step. Four common leaks and how to check each one.

2 min read
Read the post →
Controls · By Suraj

Five Basic Checks an Owner Can Ask For Before Trusting the Numbers

Simple, non-technical checks that tell an owner whether the books behind a report can be relied on.

2 min read
Read the post →
From Shikha

Data, systems and AI at work

Power BI · By Shikha

Power BI: Build the Data Model Before the Dashboard

Why a clean data model matters more than the charts, and a simple structure for finance data in Power BI.

2 min read
Read the post →
Excel · By Shikha

How to Design an Excel Finance Template That Does Not Break

Practical design rules for an Excel template: separate inputs, calculations and outputs, and build in checks.

2 min read
Read the post →
Process · By Shikha

Map the Process Before You Automate It

Why automating a messy process makes it faster but not better, and how a simple process map helps.

2 min read
Read the post →
AI & Automation · By Shikha

Where AI Should Stop in a Finance Workflow

A practical split between what AI can do in a finance workflow and what should stay with a person.

2 min read
Read the post →
Process · By Shikha

How to Write a Finance SOP People Actually Follow

A short structure for writing a finance SOP that stays useful: purpose, roles, steps, controls and exceptions.

2 min read
Read the post →
SQL & Python · By Shikha

From Manual Report to Scripted Report: A Simple SQL and Python Pattern

A starter pattern for turning a monthly manual report into SQL queries and a Python script with checks.

2 min read
Read the post →
Read More on LinkedIn

Daily posts — pain, proof, and case studies

Three posts a day, every day, on LinkedIn — follow along for the ongoing version of these stories.

Follow on LinkedIn →

Have a quick question?

Leave your details — we reply within one business day.

No spam. Prefer WhatsApp? DM "MORNING" to +91-7011283542.

Know a founder who needs this? Send them a Fin-vite — that's how most conversations here start.