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One idea at a time.

Practical reads on earning more and losing less with data and AI. One idea, one number, one thing to try.

Blog

Earn $

Where revenue leaks: 12 places to look this quarter

Most companies lose a slice of revenue they already earned. It hides in prices, discounts, contracts and billing. Here are twelve places to look, and the data that shows each one.

2 min read
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Vendor master hygiene: the quiet control behind clean payments

Duplicate vendors, stale bank details and missing tax data cause duplicate payments, fraud and compliance problems. A clean vendor master prevents all three. A practical guide to cleaning it and keeping it clean.

1 min read
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Ten checks to run before you close the month

Most close problems are found after the books are closed, when fixing them is slow and visible. These ten data checks catch the common ones while there is still time to correct them.

2 min read
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Benford’s law in practice: a simple test that points to unusual numbers

In many real-world sets of numbers, the first digit is far more often 1 than 9. When a ledger breaks that pattern, it is worth a look. How the test works, where it helps and where it misleads.

2 min read
Data & AI

AI agents in finance: what they can do today, and what still needs you

AI agents can now gather data, run checks and draft the next step across several systems. In finance that is useful and risky in equal measure. A practical look at where they help, where they don't, and how to start.

2 min read
CoSaaS

Leave clients stronger: self-sufficiency as a design goal

Many service models quietly depend on the client needing them forever. CoSaaS is designed the other way: every engagement should leave your team more capable and less dependent on us.

1 min read
Earn $Life sciences & healthcare

Gross-to-net: why every deduction deserves a second look

Between the list price and the cash you bank sit rebates, chargebacks, returns and promotions. Each one was agreed for a reason. Some are paid twice, late or on the wrong basis.

2 min read
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Duplicate payments: how much is normal, and how to stop them

Every accounts payable team pays some invoices twice. The useful questions are how many, why, and whether your controls would notice. Here is how to find them and keep them from coming back.

2 min read
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Continuous controls monitoring: a buyer’s guide

Continuous controls monitoring promises to test every transaction, every day. Before you buy, know which controls to start with, what an alert should look like and who will act on it.

2 min read
CoSaaS

People stay in charge: designing human approval into autonomous workflows

Autonomous workflows can test, match and draft faster than any team. Deciding still belongs to people. Here is how to design approval into the flow so speed and accountability go together.

2 min read
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Know every vendor by what it does: TPRM beyond questionnaires

Third-party risk programmes run on questionnaires that vendors fill in once a year. The risk shows up somewhere else: in payments, bank changes, filings and the news. Here is how to watch it.

1 min read
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Paying MSMEs in 45 days: what Section 43B(h) means for your P&L

Under India’s Income-tax Act, late payments to micro and small suppliers can cost you the tax deduction for that year. Here is how the rule works in outline, and how to know which invoices are at risk before year end.

2 min read

See it in practice

Use cases from our own project work, anonymised, and scenarios that show the method: one problem, the checks we run, what they find.