Early access
ProForge Process risk & techno-economics

Know which process is worth building, before you build it.

The choices that decide whether a new process succeeds are made early, on thin evidence. ProForge puts numbers on the risk in those choices and shows you the strongest route forward, while you can still change course.

01 · WHAT YOU KNOW02 · MODEL YOUR ROUTES03 · COMPARE & UNDERSTAND04 · DECIDE WHAT’S NEXT Lab results, literature,supplier quotes, hunches Every option you’re weighing,on one consistent basis Which routes could pay, andwhich assumptions decide it What’s most worthfinding out next new results feed back in, and the picture sharpens WHAT IT GIVES THE COMPANY Where to spend R&D A case investors can follow Confidence in scale-up decisions
Fig. 0From what you know today to a route worth building, with every result sharpening the picture.Schematic
01 — The problem

Most processes are chosen before anyone knows if they’ll pay.

In the first years, a team makes the choices that fix its economics: the feedstock, the recovery route, the scale. They’re made on a spreadsheet, a number from a paper and a good deal of hope. The true cost often only shows up years later, at scale, when it’s too late and too expensive to change course.

WITHOUT PROFORGE TODAY YOUR GOAL never reached the better route, never compared SEED ROUNDSERIES ASCALE-UP THE OBVIOUS ROUTE the costs never close YEARS LATER WITH PROFORGE UNCERTAINTY TODAY original recovery method dropped YOUR GOAL CONFIDENCE HIGH → switch recovery method → lock in the feedstock → commit to scale-up BEST ROUTE SO FAR SEED ROUNDSERIES ASCALE-UP THE COMPANY, IN MOTION
Route committed toLine weight = confidenceUncertainty○ Test× Explored, not better: route avoidedFig. 1 · Illustrative

Same founder, same science. One spends years and the raise finding a dead end. The other learns as it goes, steering every round of R&D by what it’s just found out, and closes in on the goal with confidence. Many small, well-aimed tests, instead of a few big guesses.

02 — The model

Your whole process, on one page.

Every unit, stream and assumption in one living flowsheet, tied to your costs, your carbon and your plan. ProForge puts numbers on the risks in it, so you always know your best route, and what to do next.

BAGASSE10 kt/yrSOLVENT · 2.4 kt/yrSTEAMENZYMESCO₂SOLIDS → BOILERWATER RECYCLEBIGGEST UNCERTAINTYMIN. SELLING PRICE$2.40/kgCARBON1.3 kg CO₂e/kgPretreatmentSOLIDS 30%COST 9%HydrolysisCONVERSION 88%COST 21%FermentationTITRE 62 g/LCOST 24%RecoveryYIELD 78% ± 6COST 18%PurificationPURITY 99.5%COST 15%
Fig. 2A simplified flowsheet, turning sugarcane waste into a solvent.Illustrative

Risk in plain sight

Technical, cost and market risk, in numbers, unit by unit.

Everything connected

Change one number and it flows through to price, carbon and plan.

Ask “what if” freely

Try a new idea without losing your best route, and switch when the evidence says so.

03 — Copilot

A chemical engineer at your shoulder.

ProForge’s copilot works inside your model. Ask in plain language and it answers from your numbers, fills the gaps with its own research, and shows you where everything came from.

You

I want to turn sugarcane bagasse into a bio-based solvent. Is there a business here?

Copilot

Possibly. Here’s a first draft: pretreat, break down to sugars, ferment, then purify, sized at 10,000 tonnes a year draft route.

The minimum selling price lands between $2.10 and $3.40 per kg, against a market near $3.10 6 sources. Promising, but wide.

Most of that width is recovery yield and enzyme cost, both assumed for now. A small recovery run would tell you the most, fastest.

Illustrative exchange
  • Ask anything about your process

    Why a number moved, or what a route would need to pay.

  • Fills gaps, and asks for what it needs

    Researches missing values, says plainly when it can’t find one, and asks for the data it needs.

  • Writes it up

    Drafts updates and reports for your team and investors.

  • Shows its working

    Every number traces back to your data or a source you can check.

04 — What you get

Answers you can put in front of a board.

Economics and environmental impact from one model, judged side by side, and your progress against the big picture.

Techno-economicsTEA
$2.40/kg

Minimum selling price, with its 95% range

Where every dollar of cost comes from, and how far you sit below the market.

Life cycle impactLCA
1.3kg CO₂e/kg

Cradle to gate, 58% below the incumbent

Carbon by stage, side by side with what you’re replacing.

What drives itSensitivity
Recovery yield

The biggest swing in your selling price

The handful of numbers that really decide your economics.

What to do nextNext test
Repeat EXP-43recovery, higher pH

Expected to narrow your price range by about 40%

The most useful next experiment, and what it’s worth.

Progress you can show

Confidence growing over time, against the big picture, and how you earned it.

Ready for the data room

Board packs and due diligence, without the scramble.

And the rest of the engineering

Mass and energy balances, capital and operating costs, scale-up scenarios and reports.

Fig. 3A sample of the answers ProForge gives a team.Illustrative figures
05 — Trust

Honest about what it knows.

5.1

Uncertainty in view

Results come with their uncertainty, so you can tell a real difference from noise.

5.2

Traceable numbers

You can always see where a number came from and how much weight it can bear.

5.3

Gaps stay visible

What’s missing is shown plainly, never quietly filled in.

06 — Limits

What ProForge is, and isn’t.

It isIt isn’t
Early-stage estimates, shown with their uncertaintyA bankable plant estimate or construction design
A fair way to compare process routesA general-purpose scientific simulator
A clear view of what drives the resultA substitute for experiments or engineering review
A way to raise your oddsA promise that any route will succeed
07 — Questions

Before you start.

7.1Who is ProForge for?

Serious founders, entrepreneurs, scientific teams and the consultancies that advise them: anyone building a new production process while the big decisions are still open.

7.2How accurate are the estimates?

They’re early-stage estimates, made for comparing options. On a well-modelled plant, we aim for the tight end of an AACE Class 4 study estimate: about −15% to +20% on capital cost. Define the project further, with your own vendor quotes, and it can support a Class 3 estimate. Every result shows its range, so you always know how far to trust it.

7.3Do I need to code?

No. ProForge runs in your browser.

7.4Who owns my models and results?

You do. We only use them to provide the service to you.

7.5How do I start?

With a conversation. Send us a short note about your process and we’ll get you started. Get early access.

08 — Start

Test your route before you build it.

Get started on one real process you care about, with us alongside you.