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
0–100How strong is the supporting data, precedent, and observable fact base?
Novelty
0–100How differentiated is this path relative to what already exists for the goal?
Risk
0–100Technical, market, regulatory, and execution downside — higher = more risk.
Workflow
Goal → Rank → Lab
Set the Goal
One research question. Optional private context. IP stays private — never used to train public models.
Get Ranked Directions
Ordered shortlist with Evidence, Novelty, Risk and plain-language explanations.
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
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