How Watershed Pro Is Replacing Guesswork with Granularity in Supply Chain Emissions

The Dirty Secret Behind Most Net-Zero Pledges

Here's a number worth sitting with: 70–90%. That's how much of a typical company's total carbon footprint lives in Scope 3 — the indirect emissions from suppliers, logistics, product use, and end-of-life disposal. Not in the building they operate. Not in the fleet they own. In the vast, tangled web of economic relationships that makes their business possible.

Now here's the uncomfortable follow-up: most companies have almost no idea what those emissions actually are.

Instead, they rely on spend-based estimation — a methodology that takes how much money a company spent in a given category (say, "plastic packaging" or "freight transport") and multiplies it by an industry-average emissions factor. The result is a number that looks precise on a sustainability report, but is built almost entirely on assumption. It can't tell you which supplier is dirtier. It can't tell you which shipping lane is the problem. It can't tell you where to focus reduction efforts. It just tells you roughly how much your industry average peer might be emitting if they spent what you spent.

This is the status quo that Watershed Pro was built to dismantle.

What Watershed Pro Does

Watershed Pro is a supply chain carbon intelligence platform that replaces estimation with evidence. The platform ingests real operational data — procurement records, logistics manifests, supplier environmental disclosures, product lifecycle assessments — and builds a granular, entity-level emissions model that maps a company's footprint with genuine specificity.

That means emissions traced not to a spend category, but to a specific supplier. Not to "freight" as a line item, but to a specific shipping lane between a factory in Vietnam and a distribution center in Rotterdam. Not to "materials" in aggregate, but to specific components in specific SKUs.

The tagline captures it cleanly: See the emissions hiding in every link of your supply chain.

When a CPG company discovers through Watershed Pro that 40% of their Scope 3 footprint concentrates in three packaging suppliers in Southeast Asia, that's not an abstraction — that's an action item. It's the beginning of a real supplier conversation, a real materials substitution analysis, a real reduction pathway. Precision drives action. Averages drive press releases.

Who Watershed Pro Is Built For

Watershed Pro is designed for sustainability and procurement teams at mid-market and enterprise companies who are past the stage of asking "should we measure emissions?" and squarely in the stage of asking "why can't we measure them well?"

The platform speaks directly to several distinct buyer profiles:

• Chief Sustainability Officers who need defensible, audit-ready emissions data for regulatory disclosure (CSRD, SEC climate rules, CDP) and don't want to explain to a board why their Scope 3 numbers changed 30% due to a methodology update.
• Procurement leaders who are being asked to embed carbon criteria into supplier selection and RFP scoring — but currently have no data to do it with.
• Product teams at consumer goods, electronics, and apparel companies who want to make credible product-level carbon claims that can survive scrutiny from regulators and consumers alike.
• Sustainability analysts spending weeks each year manually triangulating supplier questionnaires, industry databases, and lifecycle assessment studies into a number that still feels like a rough guess.

These aren't niche buyers. As Scope 3 disclosure becomes mandatory in the EU (CSRD) and increasingly expected by investors globally, the market for credible supply chain carbon measurement is expanding from early adopters to mainstream enterprise requirement.

Why Watershed Pro Stands Out

The carbon accounting software space has grown crowded — but most platforms are built around the same fundamental limitation: they make spend-based estimation faster and prettier. They give you a better dashboard for a number that's still mostly guesswork.

Watershed Pro's differentiation is methodological, not cosmetic. The platform is built around activity-based measurement — starting from real operational data rather than financial proxies. This distinction matters enormously for anyone who needs their numbers to hold up under scrutiny.

Beyond methodology, Watershed Pro bets on a philosophical premise that most carbon software doesn't take seriously: the goal isn't a better report. It's a different procurement decision. The platform is designed to sit inside the workflows of procurement teams, not just sustainability departments — because that's where carbon reductions actually get made.

The Market Opportunity: A Mandatory Problem That's Only Getting Bigger

Supply chain emissions measurement is not a nice-to-have. It is rapidly becoming a regulatory obligation for thousands of companies globally.

The EU's Corporate Sustainability Reporting Directive (CSRD) requires detailed, third-party-verified emissions disclosures from over 50,000 companies. The SEC's climate disclosure rules create similar obligations in the US. Supply chain due diligence laws in Germany and France are pushing requirements further up the value chain. Every large enterprise now has Scope 3 obligations flowing down to their mid-market suppliers.

The result is a massive, compliance-driven pull for a product that actually works — not just a product that produces a number. Companies are discovering that spend-based estimation gets harder to defend every year, as regulators, investors, and customers ask sharper questions about the methodology behind the figures.

The timing is precise: the regulatory window is tightening, the standard-setting bodies are converging on activity-based approaches, and the technology to ingest and process real supply chain data has finally matured enough to make it practical at scale. Watershed Pro is positioned exactly at this intersection.

Built for Speed: How Watershed Pro Came to Life

Watershed Pro was built on Artha, the AI-native platform that takes a company from concept to launched product in a fraction of the time a traditional build would require. The entire commercial infrastructure — positioning, product architecture, go-to-market framing — was generated and refined through Artha's AI-first build process.

That speed matters in a market moving as fast as climate tech. The regulatory landscape shifts quarterly. Standards evolve. Customer sophistication is growing fast. Being able to launch a fully positioned, production-ready company — rather than spending months on foundational decisions — means Watershed Pro can focus its energy on what matters: building the measurement methodology, establishing supplier data partnerships, and acquiring early enterprise design partners before the compliance wave fully breaks.

"We believe that measurement precision drives reduction action. When a company can see exactly which suppliers, materials, and shipping lanes are driving their footprint — they can have real conversations that actually move the needle."

— Watershed Pro mission

What's Next: The Carbon-Aware Supply Chain

The longer arc of Watershed Pro's vision is ambitious but logical: a world where every purchase order carries a carbon cost as visible and non-negotiable as its financial cost. Where procurement teams optimize for emissions the way they optimize for price-per-unit. Where the supply chain — humanity's largest engine of economic activity — becomes its most powerful lever for decarbonization.

The near-term roadmap points toward deeper integrations with ERP and procurement platforms, expansion of the supplier disclosure network (so more suppliers feed primary data rather than requiring estimation), and product-level carbon passports that can travel with goods across borders and into consumer-facing claims.

Further out, the platform has the potential to become infrastructure: the emissions ledger that sits beneath the global supply chain the way financial accounting infrastructure already does. Every invoice, every bill of lading, every materials spec — timestamped, geolocated, and carbon-accounted.

That's not a far-future fantasy. It's the direction that regulation, investor pressure, and consumer expectation are all pointing — and Watershed Pro is building the foundation now, while most competitors are still polishing dashboards on top of flawed data.

Build Your Own Company on Artha

Watershed Pro is one of a growing number of companies launched through Artha — the platform that turns a well-defined problem into a production-ready company, using AI to compress months of foundational work into days.

If you have a problem worth solving — in climate tech, fintech, healthcare, logistics, or anywhere else — Artha gives you the infrastructure to go from prompt to platform without burning a year on positioning, architecture, and go-to-market decisions.

Start building on Artha →