Architecture

Two audiences.
One engine.

The automotive value chain has one sustainability problem, felt in two fundamentally different ways. One engine, two entry points, the whole chain served.

Scoutsi Enterprise

For OEMs & Tier-1 Suppliers

The deep product.

Decisions are being made now on tariffs, supplier risk, capital allocation. The intelligence to make them is trapped in last year's data.

  • Board-ready scenarios within days of any shock
  • Full Scope 3 decision support, not just compliance
  • Audit-ready, defensible — built to hold up
  • Customer data sovereign by architecture
  • Up to 75% reduction in reporting cost
  • 8–12 weeks to measurable value
Scoutsi Snapshot

For MSMEs & Tier-2/3 Suppliers

The broad-market entry point.

OEMs are legally required to account for every emission in their chain. This obligation lands on smaller suppliers as data requests. Responding credibly without a sustainability team has been impossible. Until now.

  • A credible PCF in days
  • Transparent confidence tiering
  • No consultant, no six-month project
  • Your data isolated to your account
  • Output strengthens as you contribute
  • Priced for the MSME reality
See it work

One engine, serving the entire value chain.

How Scoutsi Enterprise and Scoutsi Snapshot interconnect to serve the chain, from the OEM boardroom to the Tier-2 shop floor.

One system. The same sector intelligence, serving the most demanding OEM and the smallest Tier-2 supplier. The depth does not change. The entry point does.
Why Scoutsi Reasons Differently

Built bottom-up on primary data,
with explicit lineage from source to conclusion.

Most enterprise AI is a large language model bolted onto a static database. Scoutsi is the inverse — purpose-built for the automotive value chain, with AI as one component in a layered architecture, never the foundation.

D · 01

Built on primary truth, not scraped consensus

Every output carries an explicit chain — source, entity, assumption, conclusion. Confidence-tiered by construction.

→Cathode invoice · ION-77Primary
→Energy mix · Polish gridEstimated
→kg CO₂e / kWh · derivedTraceable
D · 02

Sector intelligence, not generic prompts

Deep automotive expertise encoded across every stage of the chain — cathode chemistry to downstream logistics.

Minerals
Cells
Pack
Powertrain
Vehicle
Casting
Stamping
Weld/Paint
Assembly
Logistics
D · 03

Derives, not predicts

Scoutsi doesn't generate answers — it derives them, and shows its work. The difference between a system that sounds confident, and one that survives an audit.

Generic AI
"Most likely: 47.2"
Scoutsi
47.2 ← shown working
Sector-specific intelligence purpose-built for automotive — where the AI is one component, never the foundation.