AI scientific decision layer · Materials & Energy

Stop guessing
what to test next.

Sirmint turns your R&D goal into a ranked shortlist of experiment directions — scored on Evidence, Novelty, and Risk — so the team commits before lab budget is spent.

$4,500 one-time · 30 days · 2 Goals
Pilot opens in ~15 days · Reserve with a paid advance to lock your slot

The idea

Papers and models are not the bottleneck.
Choosing the next experiment is.

Without Sirmint

  • Opinions and politics drive the queue
  • High-cost experiments lock the calendar too early
  • No shared, auditable score for “why this path”
  • Novelty and risk are discussed — not measured

With Sirmint

  • One goal in → ranked directions out
  • Evidence · Novelty · Risk on every candidate
  • Decision Board: Considering / Go / No-Go
  • Private notes & files stay yours

What you see

Every direction gets a clear scorecard

Not a black-box “AI said so.” Each rank is explainable so science and leadership can align in one meeting.

Evidence

0–100

How strong is the supporting data, precedent, and observable fact base?

Novelty

0–100

How differentiated is this path relative to what already exists for the goal?

Risk

0–100

Technical, market, regulatory, and execution downside — higher = more risk.

Workflow

Goal → Rank → Lab

01

Set the Goal

One research question. Optional private context. IP stays private — never used to train public models.

02

Get Ranked Directions

Ordered shortlist with Evidence, Novelty, Risk and plain-language explanations.

03

Decision Board → Lab

Move items to Considering, Go, or No-Go. Walk into the lab with a committed next test.

Built for

Materials & energy R&D teams

Advanced Materials
Energy & Batteries
Specialty Chemicals
Catalysts & Cleantech
Electronic Materials
Early Chemical Discovery

Early access

Reserve the Discovery Pilot

Self-serve opens with the pilot launch (~15 days). Serious teams can reserve a slot with a paid advance now — we confirm by email, lock your start window, and onboard you when the workspace opens.

Offer

Discovery Pilot

$4,500 one-time · 30 days · 2 Goals

You get

Full ranking workspace, Decision Board, private files, priority onboarding when live.

How to reserve

Send work email + company. Write “Reserve pilot — ready to pay advance.” We reply with payment steps.

Next step

Rank the next experiment
before the lab does

Pilot opens in ~15 days · Reserve with a paid advance to lock your slot