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Notes on the work, not the hype.

What we learn from teams selling, servicing and hiring — and where AI actually earns its seat. Written by the people who build and implement it.

WHAT WE WRITE ABOUT
AI in practicewhat shipped, what didn't
Operationslead to invoice, honestly
Buying softwarepricing, migration, risk
ComplianceGST, e-invoicing, data
Three posts a month, no newsletter you have to escape from.
LATEST · AI IN PRACTICE9 MIN READ

Your CRM needs a door for AI, not another chatbot in the corner.

Every vendor shipped an assistant this year. Almost none of them will let the assistant you already pay for touch the record. That is backwards, and the shift toward open protocols is why the "AI inside the app" era is already ending.

IN THIS POST
Why a bolted-on assistant can't see your order lines · what a permissioned MCP server changes · the one question to ask any vendor selling you "AI-powered" anything.
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THE ARGUMENT, IN ONE LINE
“An assistant that can’t write to the record is a search box with better manners.”
The interesting question stopped being which vendor has AI. It's which vendor will let the AI you chose hold a licensed seat — and leave an audit trail when it does.
See how our connector does it →

Also this month.

Two arguments we've had with customers often enough to write down.

AI IN PRACTICE6 MIN READ

An agent on a messy record just automates the mess.

The pilots that failed last year did not fail on the model. They failed because quotes lived in one system, dispatch in a spreadsheet and complaints in three WhatsApp groups — so the agent confidently acted on data nobody trusted.

TAKEAWAY
Autonomy amplifies whatever your record already is. Fix the handovers first, automate the genuinely repetitive queue second — in that order, or you get wrong answers faster.
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BUYING SOFTWARE7 MIN READ

What are you buying when the AI holds the seat?

Per-seat pricing assumed one human, one login. Now half the industry is quietly moving to consumption meters you cannot forecast. We priced it the boring way instead: a seat is a seat, whoever is sitting in it.

TAKEAWAY
If the meter is per action, the vendor gets paid more the busier your worst month is. Ask for a similar customer's worst month before you sign — if they cannot answer, the meter is the product.
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Seven posts so far. New writing lands roughly three times a month.See how we price it →

Earlier this quarter.

Four things Indian teams asked us about more than anything else.

OPERATIONS5 MIN READ

The deal happens on WhatsApp. It shouldn't die there.

With hundreds of millions of users in India, WhatsApp is not a channel you migrate teams off — it is where your customer already is. The mistake is letting it be the only place the conversation exists.

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COMPLIANCE8 MIN READ

GSTN reconciles in real time. Do you?

E-invoicing now covers the overwhelming majority of B2B invoice value, and the network cross-checks returns as they land. When quoted, shipped and billed disagree inside your business, it has stopped being an internal problem.

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BUYING SOFTWARE6 MIN READ

The cheap seat that costs eight lakh to switch on.

Per-seat price is the number in the proposal. Implementation, integration and training are the number you actually pay. A three-year total that includes migration is the only comparison worth running.

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OPERATIONS7 MIN READ

Six tools, one customer, nobody's fault.

Best-of-breed made sense when each tool was clearly better than any suite. The tie-breaker now is the handover: every seam between two systems is a place where the order line, the complaint or the follow-up goes missing.

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Disagree with any of this?

Good — those calls are where the next post comes from. Bring your record and we'll argue about it for twenty minutes.