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Written by Nithinraj Kooneri

in Bifrost Systems
Losses Before Capacity — Fenrir Research
Bifrost Systems/Global South/Losses Before Capacity
Fenrir Research · Bifrost Systems · Global South / 05

Losses Before Capacity: The Loss Is Commercial

The OECD modernises the grid against physical loss — hardening lines, undergrounding, squeezing capacity from copper. The Global South grid loses power to theft, non-metering and non-payment. Its problem is a revenue problem, and the fix is a meter, not a wire.
Fenrir Research  ·  Jul 2026  ·  Yggdrasil Ledger / latticelog.in

It is folly to widen the channel while the cistern leaks; for every measure you pour in runs out the same crack, and the labour of carrying more water is spent before it is drunk. Mend the vessel first, then fill it — a full sack with a hole feeds no one but the road.

Original epigraph, in the register of Tolkien’s cistern- and granary-verses
Section 01

The Loss Is Commercial, Not Physical

Its companion piece was about squeezing more out of the wires: undergrounding against fire and storm, hardening against weather, and grid-enhancing technologies that recover capacity lost to physics. It is a story about physical loss — the electrons that dissipate as heat, the lines that sag, the storms that snap them — and about the capex that fights it. In a rich grid, that is the right story, because the loss that matters is technical, and it is small: distribution losses across the OECD typically run around 5–8%.

Across much of the Global South, the number is two to four times higher, and — this is the whole point — most of the extra is not physical at all. It is theft, unmetered connections, un-billed consumption and un-paid bills. In India the standard measure is AT&C loss — Aggregate Technical and Commercial loss — and the very name carries the inversion: the technical part is the smaller, and the commercial part is the binding one. A utility here does not mainly lose power in its copper. It loses the money for power it actually delivered. That changes the fix, the sequence, and the entire investment case.

The Inversion

The OECD grid loses electrons to physics and fixes it with wires. The Global South grid loses revenue to theft and non-payment and fixes it with meters. Capacity is the OECD’s problem; collection is the Global South’s.

Read the mirror and the sequencing rule falls out. Where the loss is physical, you harden the network. Where the loss is commercial, hardening the network first is pouring capex into a cistern that leaks — you meter and collect before you underground and harden. Same word, “loss”; opposite thing.

Section 02

One in Five Units, Given Away

The scale is easiest to feel through the definition. AT&C loss measures the gap between the energy a utility puts into its network and the revenue it actually realises. A distribution company running 20% AT&C loss is, in effect, giving away one unit of electricity in every five it buys — some stolen, some delivered to a broken or bypassed meter, some billed but never paid. India has driven this down impressively, from over 27% in 2008–09 to a record ~15% in 2024–25, but even that leaves it at roughly two-and-a-half times the OECD’s technical loss, and parts of the Global South remain far higher.

A Loss Measured in Revenue, Not Physics (India AT&C Loss, %)
India’s aggregate technical and commercial (AT&C) distribution loss over time, versus a typical OECD technical-loss band. The decline reflects reform — smart metering, feeder segregation, stricter payment rules — not new wires. The gap to the OECD line is overwhelmingly commercial, not physical. Sources: Power Finance Corporation; CEEW; Ministry of Power (RDSS).
India AT&C Loss, FY25
~15%
Down from ~27% — still ~2.5× the OECD
OECD Technical Loss
~5–8%
Mostly physical — the grid-modernisation world
Accumulated Discom Losses
~$78bn
₹6.47 lakh crore sitting on state balance sheets
Smart Meters Targeted
~250M
Prepaid, under RDSS — the fix is a meter
Section 03

A Revenue Problem, Not an Engineering One

Because the loss is commercial, it decomposes not into resistances and reactances but into two revenue failures. Billing efficiency is the share of energy that actually gets onto a bill — what theft, tampering and unmetered supply erode. Collection efficiency is the share of billed energy that actually gets paid — what non-payment, especially by government departments and protected consumers, erodes. AT&C loss is the two multiplied against the technical baseline. Neither is an engineering quantity; both are governance quantities. And that is exactly why the OECD’s toolkit is the wrong one to reach for first.

DimensionOECD grid modernisationGlobal South distribution loss
Nature of the lossTechnical — heat, resistance, weatherCommercial — theft, non-metering, non-payment
Magnitude~5–8% and falling slowly~15–30%+, dominated by the commercial part
The metricLine losses, congestion, outage minutesAT&C loss — energy in versus revenue realised
The fixUndergrounding, hardening, grid-enhancing techMetering, billing, collection enforcement
Right sequenceCapacity and resilienceRevenue first — then, and only then, capacity

The bottom row is the operative one. Spending on undergrounding and grid-enhancing technology in a network that loses a quarter of its revenue to theft and non-payment is capex poured into a leaking cistern — every rupee of new capacity serves load that may never be metered or paid for. Fix the revenue first, and the capex that follows earns a return; skip it, and the capex simply enlarges the leak. This is why, across the Global South, metering and collection are not one item on the modernisation list. They are the precondition for the rest of it.

Section 04

The Root of the Doom Loop

Commercial loss is not just a leak; it is the engine of the distribution utility’s slow death, and it wires this piece to the two around it. A discom that fails to bill and collect runs a structural deficit — India’s public discoms carry accumulated losses of roughly ₹6.47 lakh crore (~$78bn), a figure that grew by half over the decade to FY24 despite repeated bailouts. A discom bleeding revenue cannot invest in its network; the network degrades; reliability falls; and the customers who can afford to — the commercial and industrial load that paid the bills — defect to captive power, taking their revenue with them.

Fenrir View — Commercial Loss Is the First Domino

Set the three Global South grid pieces in order and the causation is a chain. Commercial loss starves the discom of revenue; the starved discom becomes the insolvent offtaker that cannot pay generators or invest; its unreliable grid drives the paying load into captive power, which removes still more revenue. Distribution loss is the first domino — the point where the money leaks out before anything downstream can be fixed. Which is why a serious investor reads a Global South grid’s AT&C loss before its capacity plan: the loss number tells you whether the capacity plan is fundable at all.

Section 05

Meter and Collect Before You Harden

The fix, then, is not primarily steel and copper. It is measurement and enforcement: smart and prepaid meters that make theft visible and bill automatically, feeder-level metering that localises where the loss occurs, and payment rules with teeth. India’s Revamped Distribution Sector Scheme is the largest such bet in the world — a target of some 250 million prepaid smart meters, plus feeder and transformer metering, aimed squarely at pulling loss down to 12–15% and closing the cost-revenue gap. Prepaid metering in particular flips the cash flow: the consumer pays before consuming, receivables collapse, and the discom’s working capital heals.

The Fix Is a Meter Rollout, and It’s Early (India Smart Meters, Crore)
Prepaid smart meters installed under India’s RDSS as of late 2025 versus the sanctioned target (~250 million / 20.33 crore, targeted for completion by March 2028). The commercial-loss fix is a metering-and-billing deployment, not a network-hardening one — and it is roughly a quarter delivered. Sources: Ministry of Power / RDSS Portal; NES India.

But the honest caveat is that this is a governance fix wearing an engineering costume, and the hardware does not guarantee the outcome. As one analyst put it, if it works India gets monthly energy accounting and fast tamper detection; if it does not, the country gets a very large electronics deployment with the same old dispute layer underneath — the political tolerance of theft, the free agricultural power, the unpaid government dues. The meter measures the loss; it does not, by itself, collect. The investable distinction is between the deployment and the enforcement that has to sit behind it.

Connects to: Grid Modernization & Undergrounding (the OECD mirror — where the loss is physical and the fix is the wire) · Captive Power (the paying load defecting, deepening the loss) · The Offtaker Problem (the insolvency commercial loss produces) · Connection Is Not Supply (why a metered connection still isn’t reliable power) · The Cost of Capital Gap.
Section 06

Positioning: Own the Meter, Not the Wire

The OECD play was the physical grid upgrade. The inversion here is to own the meter and the collection layer — the revenue fix that has to come before, and that determines whether, any capacity capex ever earns.

The Positioning Rule

The value is in measurement and collection, not the conductor — and the winner is whoever can enforce, not merely install. Read the AT&C number before the capacity plan.

Three places to stand. First, the metering and analytics stack: smart and prepaid meters, advanced metering infrastructure, feeder metering and loss-mapping software — a multi-hundred-million-unit deployment with recurring data-and-service revenue. Second, the models that align incentive with collection: the meter-as-a-service (AMISP) operators paid on performance, and the franchise and privatisation structures that hand a loss-ridden network to an operator who profits by cutting the loss — because the hardware only pays if someone is rewarded for enforcement. Third, the diagnostic discipline: read a Global South grid’s AT&C loss and collection efficiency before its capacity or hardening plan, because a network that leaks a quarter of its revenue cannot fund the plan, and the capex will enlarge the leak.

Section 07

Reading It Through the Frameworks

Where the conclusion inverts. The loss-reduction framework is the same on both sides — minimise the gap between energy delivered and value recovered — but the nature of the loss flips the fix. In the OECD the gap is physical, so the answer is the wire: undergrounding, hardening, grid-enhancing tech. In the Global South the gap is commercial, so the answer is the meter and the collection rule, and the wire comes second. Same objective; a governance fix where the mirror had an engineering one.

Where does policy become the cash flow? Directly, and this is the crux. In distribution, the revenue is not set by a market clearing but by whether power delivered is metered, billed and paid — each of which is a policy-and-enforcement outcome. So the cash flow is manufactured by governance, and the mispricing is treating a governance problem as an engineering one, or an engineering deployment as if it were the governance fix. The discipline is to separate the metering rollout that is backed by real enforcement (the loss actually falls) from the one that is a large electronics purchase over an unchanged dispute layer (the loss does not), and to read commercial loss as the first domino that decides whether everything downstream — capacity, reliability, solvency — is fixable at all.

Smart & Prepaid Metering / AMI
The fix itself
A multi-hundred-million-unit deployment that makes theft visible and flips receivables to advance cash — with recurring service revenue.
Loss Analytics & Feeder Metering
Localising the leak
Energy-accounting software and feeder-level meters that pinpoint where the commercial loss occurs — the data layer the fix runs on.
AMISP & Performance Models
Paid to cut the loss
Meter-as-a-service operators and franchisees whose return depends on lowering AT&C loss — incentive aligned with enforcement.
Discom Privatisation & Franchise
Enforcement, transferred
Handing a loss-ridden network to an operator who profits by fixing collection — powerful where politically feasible, blocked where not.
Capacity Capex on Leaky Networks
Enlarging the leak
Undergrounding and hardening spent before the revenue is fixed — capex serving load that may never be metered or paid.
Enforcement-Free Meter Rollouts
Electronics over a dispute layer
Hardware installed without the political will to collect — the loss measured precisely, and left exactly where it was.
Why the Loss Is Commercial
Global South losses run 15–30%+ versus the OECD’s ~5–8% technical baseline
The extra is theft, non-metering and non-payment — not physics
AT&C loss is a revenue metric: energy delivered versus revenue realised
The fix is metering, billing and collection, not undergrounding
Why It Comes First
Commercial loss is the first domino in the discom doom loop
Capacity capex on a leaking network only enlarges the leak
The meter measures the loss; enforcement, not hardware, collects it
A grid’s AT&C loss tells you whether its capacity plan is fundable
Bottom Line

Grid modernisation in the OECD fights a physical loss with a physical fix — harden the lines, underground the network, squeeze more from the copper. In the Global South the binding loss is not physical but commercial: theft, unmetered connections and unpaid bills, running at two to four times the OECD’s technical rate. A discom at 20% AT&C loss gives away one unit in five, and the loss is measured in revenue, not electrons. So the fix inverts with it — a meter and a collection rule, not a wire — and it must come first, because capacity capex poured onto a network that leaks a quarter of its revenue simply enlarges the leak.

Meter and collect before you harden and underground. Own the measurement-and-collection layer — smart and prepaid meters, loss analytics, and the performance and franchise models that reward whoever actually cuts the loss — and read a grid’s AT&C number before its capacity plan, because commercial loss is the first domino: it decides whether the utility can pay its generators, invest in its network, or hold its paying load. The meter measures the leak; only enforcement mends it. The lord who counts his stores by what he ships, and never by what arrives, will wonder always why his people hunger.

The lord who counts his stores by what he ships, and never by what arrives, will wonder always why his people hunger; for the loss was never in the growing of the grain, but on the long road home, where hands he did not watch took their portion in the dark.

Original epigraph, in the register of Tolkien’s cistern- and granary-verses
Bifrost Systems · Global South Thread
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Captive Power
Behind-the-meter as forty-year-old normal practice
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Access Before Compliance
Building the first connection, not the upgrade
Sources & Notes
Loss levels & finances: Power Finance Corporation, Report on Performance of Power Utilities (2023–24 and 2024–25) via Dataful/FACTLY — India AT&C losses falling from 27.34% (2008–09) to a record ~15.04% (2024–25), the metric combining theft, faulty meters, unbilled supply and poor collections (“a discom at 20% AT&C loss gives away one unit in five”), with a first operating profit (₹2,701 crore, FY25) against accumulated losses of ~₹6.47 lakh crore on state balance sheets; CEEW (2026) — public-discom accumulated losses rising ~50% from ~₹4.1 lakh crore ($49.5bn) to ~₹7.1 lakh crore ($85.3bn) between FY15 and FY24, and AT&C loss at 16.37% (FY24, PFC basis). OECD technical-loss band (~5–8%) per general distribution-loss data. Reform & metering: Ministry of Power / RDSS Portal and PIB — the Revamped Distribution Sector Scheme (2021, ~₹3.04 lakh crore outlay) targeting AT&C losses of 12–15% and a zero ACS-ARR gap, sanctioning ~250 million (20.33 crore) prepaid smart meters plus feeder and distribution-transformer metering for completion by March 2028; ~5.28 crore smart meters installed by December 2025 (India Smart Grid Forum / NES India / EnergDive); billing- and collection-efficiency framing and the “electronics deployment over an unchanged dispute layer” caution from Prayas (Energy Group), ISGF and independent analysis (taruntime.com). This piece describes distribution-sector and policy dynamics factually and takes no political position; loss and financial figures vary by source, basis and date, and non-India Global South figures are indicative. All framing and conclusions are Fenrir Research’s own.
This analysis is for informational purposes only. Not investment advice. Country, company and sector references describe market structure and are illustrative, not recommendations. Fenrir Research is a division of Yggdrasil Ledger (latticelog.in).
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