Product Roadmap · 2026

The data layer for the physical economy.

Products don't start with petroleum. They start with a thought. Material Transition is the intelligence layer the physical economy runs through when it needs to know what things are made of, who makes them, what they emit, and what to use instead. Here is what is live today, what is being built next, and what you get to vote on.

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Materials
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Suppliers
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Facilities
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Emissions readings
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ESG reports
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Supply-chain graphs
The thesis

Bloomberg for the physical world.

Energy is being solved. Materials are the next frontier, and every product, package, building, and vehicle is made of them. The company that wins the materials transition will not be a materials company. It will be a technology company.

One graph, not a pile of datasets

Others own pieces: more suppliers, more chemicals, more certifications, more facilities. Material Transition fuses canonical materials, normalized properties, certifications, entity-resolved suppliers, production sites, and emissions into a single queryable graph, embedded for semantic search.

Sustainable equals efficient

Reduce the footprint without compromising price or performance. That is the only mandate that wins every stakeholder at once: R&D wants performance, sustainability wants a lower footprint, procurement wants price. Win all three or you do not win.

Built for AI agents, today

An authenticated, audited MCP server ships with the platform. As enterprises adopt agentic workflows, Material Transition is positioned as the sourcing infrastructure their agents call, not just the app their people open.

The long game

From data layer to supply chain command center.

Bloomberg gave the financial economy its data terminal. Amazon gave retail its distribution engine. Material Transition intends to be both, for the physical economy.

Today
Stage 1

The intelligence layer

Find the material, find the supplier, know the regulation. The data layer for the physical economy, live now.

Stage 2

The command center

Simulate the formulation, generate the compliance document, run the workflow. Discovery becomes execution.

Stage 3

The distribution layer

Where sustainable materials, chemicals, ingredients, products, packaging, and component parts actually change hands. The industrial distribution arm of the physical economy.

Every feature on the roadmap below ladders up to one of these three stages. We do not know the exact order they get built in. That is why you get a vote.

Vote on what we build next

The roadmap.

We do not have a fixed sequence. Upvote what you want most and it moves up the list. Filter by what you care about.

The usage model

The platform runs on Love.

What fuels the material transition? Love.

Every intelligent action on the platform costs Love: our usage unit, priced in plain sight. Browsing the catalogue, the maps, and the substitution engine is always free. Love only moves where real intelligence does.

Every plan includes a monthly allowance of Love that refills on the first. Need more in a busy month? Buy a pack, no plan change required. And because everyone deserves Love, free accounts get a welcome grant plus a fresh Love every single day.

100
$15
top-up pack
500
$70
top-up pack
1,000
$130
top-up pack
ActionCost
Browse, maps & substitution engineFree
Chat search♥ 1
Supply-chain graph build♥ 2
Document parse (TDS / SDS / COA)♥ 3
Catalog parse♥ 4
Company comparison audit♥ 5
BOM reverse-engineering♥ 10 / 50 lines
Deep Search♥ 10
Plans

Pricing that scales with the work.

Start free. Upgrade when the sourcing gets real. Enterprise is pooled and custom.

FREE
$0
♥ Welcome grant + 1 a day
The full free catalogue, intelligence maps, and the substitution engine. Everyone deserves Love.
Most popular
STARTER
$97/mo
♥ 750 Love / month
For the individual practitioner running real substitution and sourcing work every week.
PRO
$197/mo
♥ 2,000 Love / month
For heavy users: BOM audits, deep research, and document parsing at volume.
ENTERPRISE
Custom
♥ Pooled across seats
Team workspaces, pooled Love, the MCP server for your agents, and dedicated support.