STEP 01
WHAT WE STANDARDIZE
Bring in the work
Compare routes and choose the path the bench can actually defend and run.
→DOMAIN LABS · CHEMISTRY · CHEMISTRY LAB COMPARES SYNTHESIS ROUTES, ROUTES RISKY OPTIONS TO PROCESS CHEMISTS, AND HANDS THE BENCH AN APPROVED ROUTE PACKET.
The route that holds up.
Bring in a target structure and constraints. The lab ranks candidate routes, flags hazards or weak assumptions, and keeps the chosen route tied to review notes and release status.
ACCEPTED FORMATS
SMILES / SDF / MOL
Start with the files and records the team already uses.
DECISION OWNER
Process chemist
Keep the right specialist or approver on the work that needs judgment.
OUTCOME
Route packet
Hand off one reviewed record instead of scattered notes.
HOW IT WORKS
Three steps. Target in. Route review with a chemist. Approved path out.
Bring in the work. Standardize the step. Hand off a clean result.
STEP 02
WHAT WE REVIEW
a bad route creates safety, cost, or schedule pain long after the planning conversation is over.
Upload the target and route options, inspect flagged cases, and export one route packet.
→STEP 03
WHAT WE SIGN
Leave with a clean result
Get one route packet with the decision, evidence, and status attached.
WHY IT EXISTS
The reason a chemistry team buys the lab.
Use this when a bad route creates safety, cost, or schedule pain long after the planning conversation is over.
THE PROBLEM
Use this when a bad route creates safety, cost, or schedule pain long after the planning conversation is over.
THE REVIEW MOTION
Target in. Route review with a chemist. Approved path out.
THE OUTCOME
Route options, hazard flags, reviewer notes, and approval history travel together.
WHY TEAMS BUY IT
Bring in a target structure and constraints. The lab ranks candidate routes, flags hazards or weak assumptions, and keeps the chosen route tied to review notes and release status.
FOCUS AREAS · THREE WINDOWS
The three places this lab does the work.
Target in. Route review with a chemist. Approved path out.
AREA · 01
Route comparison
Start with the real target and route options and the rules that matter.
- ↳Bring in SMILES / SDF / MOL without stripping away context.
- ↳Keep project constraints visible from the first step.
- ↳Give the team one clear place to start the review.
AREA · 02
Hazard review
Send the hard calls to the process chemist.
- ↳Surface the cases that need human judgment.
- ↳Keep reviewer notes attached to the decision.
- ↳Make approvals, overrides, and escalations easy to explain later.
AREA · 03
Route release
Hand off a route packet the next team can trust.
- ↳Export lineage, notes, and approval status together.
- ↳Save repeat failures as checks for the next run.
- ↳Deliver one clean packet for the next team or gate.
WORKFLOW · THREE STAGES
The walkthrough your team runs.
Route options, hazard flags, reviewer notes, and approval history travel together.
STAGE · 01
01
Bring in the target and route options
Load the work, context, and rules into one record.
- ·Use SMILES / SDF / MOL.
- ·Capture the project rules before review starts.
- ·Keep the original context attached.
STAGE · 02
02
Review what needs judgment
Score the work and send the decisions that need judgment to the process chemist.
- ·Highlight what can move fast and what cannot.
- ·Record reviewer notes and final calls.
- ·Keep the audit trail readable.
STAGE · 03
03
Export the route packet
Package the approved result for the next team, approval gate, or audit request.
- ·Bundle the evidence with the decision.
- ·Save the same mistake as a future check.
- ·Hand off a packet someone else can inspect.
STARTS FROM
A model already suited to the workflow.
STARTER MODEL
Molecular Transformer
Starts with Molecular Transformer-style reaction models and open chemistry baselines already suited to route planning.
Route choices, hazard reviews, and bench outcomes improve the system on your own chemistry programs.
AuraOne can help stand up the first route review loop. Process chemists remain in control of release decisions.
READING · CHEMISTRY · LIVE
00·00 INTAKEUSE THIS WHEN A BAD ROUTE CREATES SASIGN 04·18
REVIEWER · EVIDENCE · OUTPUT
The work and the people who sign for it.
Specialist reviewers, the evidence they keep, and the result the next team consumes.
REVIEWER TYPE
process chemist
ENTRY MOTION
Target in. Route review with a chemist. Approved path out.
EVIDENCE PATTERN
Route options, hazard flags, reviewer notes, and approval history travel together.
OUTPUT SUMMARY
Get one route packet with the decision, evidence, and status attached.
PAINFUL STEP
a bad route creates safety, cost, or schedule pain long after the planning conversation is over.
WHAT YOU KEEP
Reviewed route data, process rules, and tuned weights your chemistry team can keep.
↳ WORKFLOW ARCHETYPES
route comparisonhazard reviewroute releaseCONNECTED MODULES · INSIDE THE OS
What this lab plugs into.
The chemistry lab does not run alone. Each captured decision feeds into the AuraOne modules that govern release, memory, and review — one record, one standard, one packet.
№ 01 · MODULE
AI Labs
№ 02 · MODULE
Workforce
№ 03 · MODULE
Regression Bank
№ 04 · MODULE
Compliance Monitoring
ON THE RECORD · A CHEMISTRY PROGRAM
“The review used to be the bottleneck. Now it’s the part of the workflow that moves the fastest. The record travels with the work.”
WHAT YOU KEEP
Your work. Your data. Your AI.
WORKFLOW
Real cases
Files, batches, and cases your team already runs. Not a demo.
DATA
Your tenant
In your VPC. Your keys. Your retention policy.
WEIGHTS
Yours to keep
Reviewed route data, process rules, and tuned weights your chemistry team can keep.
RELATED LABS
Same loop. Different wavelength.
CHEMISTRY
Bring the workflow you want to own.
We'll map the workflow. Pick the starting model. Standardize the step. Hand you the result.
↳ STARTS FROM
Molecular Transformer
↳ LEAVES WITH
Reviewed route data, process rules, and tuned weights your chemistry team can keep.