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Ashish Kumar AgnihotriOperating Partner

04Service

Operations Governance & BI Systems

Turning operations into something you can see — and therefore something you can govern.

Operations governance is the system that lets leadership steer the business instead of narrating it after the fact. It has two halves: the measurement — a small set of trusted metrics on a single source of truth — and the decision rights — who acts when a number moves, and what they are empowered to do. Most companies have some of the first and almost none of the second.

The failure mode is familiar. There is a dashboard, but the numbers never quite reconcile, so the team argues with the data instead of acting on it. The metrics that exist are lagging — last month’s revenue, this quarter’s churn — so problems surface only after they have cost money. And governance, where it exists at all, is a status meeting rather than a system: nobody is clearly accountable when a metric turns. The result is a business that is measured but not governed.

I build the missing system: a defensible scorecard tied to how the business actually creates value, a BI layer that reconciles and is trusted, decision rights wired to thresholds and escalation, and an operating cadence that turns the numbers into closed decisions. It works with the BI stack you already have — this is a governance problem far more often than it is a tooling problem.

01The problem

Leadership teams are often flying on lagging indicators: last month’s revenue, this quarter’s churn, a dashboard nobody trusts because the numbers never reconcile. By the time a problem reaches a report, it has already cost money. Governance, where it exists, is a status meeting rather than a system of decision rights, thresholds and escalation. The business is being measured, but it is not being steered.

02Signs you need this

When this is the right call.

  • 01

    Leadership steers on lagging indicators that arrive too late to act on

  • 02

    The dashboard exists, but nobody fully trusts the numbers

  • 03

    The same metric is calculated two different ways by two teams

  • 04

    When a number moves, it is unclear who is supposed to act

  • 05

    Operating reviews produce updates rather than closed decisions

  • 06

    Reporting is reassembled by hand every week and quietly drifts

03The method

How the work goes.

  1. 01

    Decide what matters

    A short, defensible set of operating metrics tied to how the business actually creates value — leading where possible, not just lagging. Fewer numbers, trusted more.

  2. 02

    Build a single source of truth

    BI that reconciles — one definition per metric, one place it lives, automated rather than reassembled by hand each week. Reporting that the team stops arguing with.

  3. 03

    Wire in decision rights

    Thresholds, owners and escalation paths so that when a number moves, it is clear who acts and what they are empowered to do. Governance as a system, not a meeting.

  4. 04

    Run the cadence

    An operating review rhythm that uses the data to make decisions and close them — with accountability that carries from one cycle to the next.

04In depth

What this work really involves.

Fewer metrics, trusted more

The instinct when reporting fails is to add more of it. The fix is almost always the opposite. A short set of metrics — chosen because they map to how the business actually creates value, and leading wherever possible — beats a sprawling dashboard nobody reads. The discipline is in what you leave out. A scorecard with eight numbers the leadership team genuinely steers by is worth more than a hundred that decorate a slide. Choosing those eight, and defending the choice, is the first and hardest step.

A single source of truth, or endless argument

If a metric has two definitions, it has none. The most corrosive thing in an operating review is a number two people calculate differently, because the meeting then spends its energy reconciling the data instead of acting on it. A single source of truth means one definition per metric, one place it lives, and automation rather than a weekly hand-assembled spreadsheet that drifts. The goal is reporting the team stops arguing with — the precondition for using it to make decisions.

Decision rights are the half everyone skips

Measurement without decision rights is just observation. The governance layer that actually steers a business specifies, in advance, what happens when a number crosses a threshold: who is notified, who decides, and what they are empowered to do without escalating further. This is the half most companies never build, which is why their dashboards are beautiful and their problems persist. Wiring thresholds to owners and escalation paths is what converts a reporting system into a governance system.

The cadence that closes the loop

A governance system lives or dies on its operating cadence — the rhythm of reviews where the numbers are used to make decisions and, crucially, to close them. A decision that is taken but not tracked to completion is a decision that did not happen. The cadence I install carries accountability from one cycle to the next: every open item has an owner and a date, and the next review starts by checking whether the last one’s decisions actually landed. That is the difference between an operating review that produces decisions and one that produces updates.

Leading indicators versus lagging indicators

Most leadership teams steer on lagging indicators — revenue, churn, margin — which describe a result after it has already happened. By the time a lagging number moves, the cause is weeks or months in the past and the cost is sunk. The art of a good scorecard is finding the leading indicators: the earlier signals that move before the result does, and that you can still act on. Pipeline quality before revenue, first-pass yield before rework cost, response time before churn. A scorecard built only on lagging numbers is a rear-view mirror; one that pairs each lagging outcome with the leading signal that predicts it is a windscreen. Building that pairing is the heart of the work.

The operating review that earns its hour

Most operating reviews are status theatre — a procession of slides, no decisions, an hour the leadership team will not get back. A review worth holding has a different structure: it opens on the scorecard, spends its time only on the numbers that have moved or breached a threshold, drives each to a decision with an owner and a date, and closes by confirming that the last cycle’s decisions actually landed. Everything that is merely informational is read in advance, not presented. Run this way, the review becomes the place where the business is actually steered, and people stop dreading it because something happens as a result of being there.

Governance for boards and investors

For a board or an investor, governance is also a confidence signal. A company that can show a defensible scorecard, clear decision rights and a working operating cadence is demonstrably in control of itself — which lowers the perceived risk of every other thing it is trying to do. This matters acutely in PE- and VC-backed companies, where the board needs an honest, comparable read on operations without having to run the business themselves. The same system that lets your own leadership steer gives the board the visibility it needs and the assurance that problems will surface early, while they are still cheap to fix.

05What it looks like

What an engagement looks like

  • A defined scorecard and governance model, documented and handed over
  • Works with your existing BI stack — no rip-and-replace required
  • Designed for boards, investors and operating leadership alike
  • Can be combined with a fractional COO engagement or run standalone

Outcomes

  • Leading indicators that flag problems while they are still cheap to fix
  • Reporting the leadership team actually trusts and uses
  • Clear ownership and escalation when a metric moves
  • Operating reviews that produce decisions, not just updates
Discuss this engagementSee the results

Questions

Common questions.

I work with the stack you already have wherever possible. This is far more often a governance problem than a tooling problem — the issue is rarely the chart library and almost always the definitions, the decision rights and the cadence. No rip-and-replace is required to get reporting the team trusts.

A dashboard shows you numbers. Operations governance decides what happens because of them — who acts when a metric crosses a threshold, what they are empowered to do, and how the decision is tracked to completion. The dashboard is necessary but not sufficient; governance is the system that turns measurement into steering.

Fewer than you think — typically a single screen of leading and lagging measures tied directly to how the business creates value. The discipline is in what you exclude. A small scorecard the team genuinely steers by is worth far more than a large one that decorates a slide and gets ignored.

Either. Operations governance and BI can be a standalone engagement that delivers a documented scorecard and governance model, or it can be one workstream inside a broader fractional COO arrangement. Many companies start here because it is the fastest way to make the rest of the operating model visible.

It is the system that connects measurement to action: a trusted set of metrics, clear ownership of each one, thresholds that define when something needs attention, and the decision rights and cadence that determine who acts and how the decision is closed. Reporting tells you what is happening; governance decides what the organisation does about it. Most companies have built some reporting and almost no governance, which is why their dashboards are detailed and their recurring problems persist.

Whatever you already have. The work is deliberately tool-agnostic — it succeeds or fails on definitions, decision rights and cadence, not on the specific dashboard product. Whether you run Power BI, Tableau, Looker, a warehouse with custom reporting, or a stack of spreadsheets that needs rationalising, the governance layer sits on top of it. No rip-and-replace is required, and in most cases the existing stack is more than capable once the metrics are defined consistently and wired into a real operating rhythm.

An analyst builds reports; governance decides what the business does because of them. The two solve different problems. A skilled analyst can give you beautiful, accurate dashboards and the recurring issues will still persist, because the missing pieces are decision rights, thresholds and a cadence that turns numbers into closed decisions. This engagement installs that operating system — and often makes your analysts far more effective, because for the first time their work is wired directly into how decisions get made.

A first version of a trusted scorecard usually appears within the first few weeks — the early work is mostly agreeing definitions and reconciling the numbers that currently disagree, which is faster than teams expect once someone is empowered to settle it. The deeper value, the decision rights and the operating cadence, builds over the following weeks as the rhythm beds in. The sequence is deliberate: trustworthy numbers first, then the governance that turns them into steering.

Other ways I work

01

Fractional COO

An operating partner inside the business — not a deck about it.

02

Business Excellence & Quality Audits

A clear, evidenced read on how good your operation really is — and where it will break.

03

Process Transformation & Lean Six Sigma

Rebuilding how the work flows — measured, not just reorganised.