A row of grey office blocks, one teal with a gold flag, the others' paths leading to it

For division heads and P&L owners inside large groups

Every group has one division the others copy. Is it yours?

The board notices who moved first, not who planned longest.

We put AI employees on the one step where your unit's work waits, and count only what your finance lead signs.

Who we are One of us runs a company from the CEO's chair. The other, ex-BCG, has spent a career rebuilding how companies work from the inside.

Your week

Every unit is being asked for an AI story.

Most will send slides. A few will send a number. The group remembers which.

  • The group has asked every unit for an AI plan. Will yours be a deck, or a number?

  • How many approvals stand between your idea and its first result: group IT, procurement, a budget line?

  • At the next review, will your unit be judged on its results, or on its plans?

  • Every vendor offers a group-wide platform. Who offers one result in your unit you can stand behind?

You don't need a platform. You need one number in your unit that moves, and proof nobody can argue with.

Why the work slips

One step, one number, proof the group can check.

AI pays only at the constraint: the one step that holds your unit back. We find it with you, give AI that one job, and count only what comes back.

Where AI gets pointed first

The impressive stuff

  • A group-wide AI platform
  • A pilot that never leaves the pilot
  • Dashboards nobody acts on

Each one speeds up a step. If that step was never holding you back, the work queues somewhere else, and nothing changes.

Where the work waits

The constraint

  • A price revision your customer owes and nobody claimed
  • A quote waiting on an old cost sheet
  • A change in cost nobody passed on

Speed up this step and everything behind it moves. This is the one job to give AI first.

Worked example · One unit, one result

₹14.6 lakh back, signed, and ready for the group review.

Watch Meera, our AI Steel Claims Officer, recover a missed price revision in six steps, from the contract clause to the value ledger. The same loop runs inside a division: every number traces back to a document, and finance signs before it counts.

Plays through all six steps. Tap any step to take over.

    Worked example. Navyug Ltd is a fictitious company; its figures are illustrative. The method, the indices and the contract formulas are real. Sarthak Ltd, the OEM, is fictitious too.

    The AI does the work. Your people approve every rupee.

    In short

    What you get

    What you can check

    Every rupee, traced.

    • Every number links to the document it came from.
    • Every decision can be replayed.
    • Only cash, credit notes and agreed price revisions count, signed by your finance lead.
    • At week 6, you decide whether we're on track. If not, a full refund.

    Questions

    What unit heads ask us.

    How does this fit our group's IT?

    Your data stays in your environment. Nothing is migrated: AI employees work with the systems you already run, from SAP and Tally to Excel and email. Your IT and security team is welcome to review the setup before anything goes live.

    What can I show the people above me?

    A two-page report with a rupee range for your unit, built from your own documents. Once work starts, every rupee is counted only when it comes back, and your finance lead signs it off.

    Do I need group approval to start?

    The assessment is free and needs no budget. Fees are agreed after it, once we both know where the money is, and carry our money-back guarantee.

    We already have an AI pilot.

    Good. We don't replace it. We look for the step where your unit's money waits, which is often not where the pilot is.

    What does the AI do on its own?

    Nothing goes to a customer without a person on your team approving it. Every decision can be replayed.

    What if other units want it?

    Once it works in your unit, the same loop can be copied to the next plant or unit, with your team leading it.

    How it worksWho does the work, and how we start

    What our AI does. Four verbs cover all of it.

    • Reads

      Mail, meetings, contracts and the books.

    • Clicks

      Customer portals, and software with no link to your systems.

    • Watches

      Indices, machines and meters.Watching only. It never drives a machine.

    • Never decides

      Every claim, payment and filing waits for a named person.

    Your AI team

    Five AI employees for your unit.

    A chief of staff and four specialists, each with one job that leaks money in your unit today. Every rupee comes to you, or the person you name, to approve.

    AI All five are AI employees. You are the only person on this chart.

    YouDivision or unit headThe person who approves, and who presents the result.
    DishaAI Chief of StaffReads mail, meetings and the books. Turns the review meeting into owned, dated actions, and routes work to the team. Never decides.
    • MeeraSteel Claims OfficerWatches metal indices against each OEM price clause, and drafts the claim when it falls due.
    • ArjunQuote Costing AnalystCosts every RFQ from the drawing at today's rates.
    • KavyaECN Billing ClerkCatches engineering changes that moved cost but not price.
    • SiddharthPrice-down AnalystBuilds the part-by-part cost case before the annual negotiation.

    Short of people? A Loopsmith, our engineer, can run the team for you.

    For the group review

    What you can show the people above you.

    Proof before you spend, and a result that stands up in a group review.

    • A rupee range before you spendA two-page report for your unit, built from your own documents, which you keep either way.
    • Only what comes back countsCash, a credit note or an agreed price revision, signed off by your finance lead.
    • No fight with group ITYour data stays in your environment and nothing is migrated. Your IT and security team can review the setup before anything goes live.
    • Starts small, copies wellOne step in one unit first. Once it works, the same loop can move to the next plant or unit with your team.

    How it works

    The first two steps are free.

    We start with one step in your unit, small enough to begin without a group-wide programme.

    2 minutes

    Tell us

    Your name, company, WhatsApp and email. We message you within one working day.

    Free

    Get assessed

    A short conversation about where your unit's work waits. We find the step that holds the money back, and estimate your rupee range.

    Within 48 hours

    Decide

    A two-page report you keep either way, ready to share above you: your rupee range and the first two AI employees to hire.

    If you go ahead

    With your team, or run for you.

    Loopsmith services: AI-native services. Our AI does the work, our engineer runs it, your people approve every rupee.

    With your team

    We build it with your team

    Your people work alongside us, so the capability stays in your unit, and the group sees a team that can do it again.

    You own it when we step back.

    Run for you

    Our Loopsmith runs it for you

    A Loopsmith, our engineer, runs your AI employees and keeps them running. For units without people to spare.

    The Loopsmith does the work. Your people approve.

    Free assessment

    Book your unit's free assessment.

    Four fields, or one tap on WhatsApp.

    • Within one working dayWe message you on WhatsApp to set a time.
    • A short conversationAbout where your unit's work waits. No slides, no price list.
    • A two-page report within 48 hoursThe step where your unit's money waits, a rupee range, and the first two AI employees to hire. Yours to keep, and to share above you.
    Rather talk? One tap opens WhatsApp with us.