v0.9 · private beta open

Describe the cure.
Find the molecule.

Tell Superdrugs what should exist — an Alzheimer's therapy, a safer painkiller, a cancer program. Our agents design the discovery plan, run the compute, and route the best candidates toward synthesis.Tell Superdrugs what should exist. Our agents plan the run, screen candidates, and route the best molecules toward synthesis.

14×  faster hit finding 3.4%  avg hit rate vs 0.24% 9 days  prompt → vial
Running at
The product

One workspace
for the whole campaign.

From idea to vial — chat with an agent, browse validated targets, run the wet lab, ship synthesis, climb the leaderboard. Every screen written for the bench, not the boardroom.

superdrugs.ai / chat / proj_001 01 / 06
Inside one run

Watch the agent
think in real time.

Every Superdrugs run is a transparent stream — what the planner read, why it picked this docking method, what it told the cloud lab, which compounds it kept. No black box, no "trust me bro." Receipts the whole way down.

  • Open-book reasoningEvery paper, every benchmark, cited inline.
  • Signed artifactsEvery PDB, score, and assay result is hash-pinned.
  • One-click rewindReplay any decision point with a different prompt.
run / 2026-04-25 · 14:22:06Z
KRAS · G12C TORUS-KNOT (3,2)
RES 112×56 FRAME 000000 ROT 0.00° ΔG −9.4
Orchestrator 0% 8 agents · 3 cloud labs · ~$412 compute
How it works

From one sentence to a characterised molecule.

You describe intent. Superdrugs composes the pipeline, runs the compute, orders the chemistry, and returns a signed report. No orchestration, no lab ops, no babysitting.

01 / PROMPT

Describe the target in plain English.

Paste a PDB ID, a disease area, or "selective KRAS G12C inhibitor, blood-brain-barrier permeable, no CYP3A4 liability."

02 / ORCHESTRATE

Agents pick the best pipeline.

A planner agent reads literature, selects docking + generative + MD stages, and sizes GPU fleets. You review the plan in one click.

03 / COMPUTE

Run hits through the stack.

Docking → free-energy perturbation → ADMET → toxicity. Every step is reproducible, signed, and diff-able against prior runs.

04 / SYNTHESIZE

Ship to a robotic cloud lab.

Top candidates are routed to Emerald, Strateos or Arctoris. Synthesis code is agent-written and peer-reviewed before wet-run.

Agent pipeline

Every stage of discovery, composable.

Mix and match agents. Swap methods. Bring your own models. Superdrugs keeps the graph consistent, the units right, and the receipts signed.

Target · KRAS G12C Pocket · Switch-II ΔG = −9.4 kcal/mol Conf · 92%
Live docking

Move your cursor. The pocket responds.

Every candidate Superdrugs proposes is docked, scored, and visualized. Hover to explore binding modes — the log shows what the agent is actually doing in real time.

Candidates
12,404
Passed ADMET
318
To synthesis
24
Cloud labs & chemistry

Agents that write synthesis code and run it on real robots.

Superdrugs generates validated protocols for robotic cloud labs. We partner with the operators running the best wet-chem infrastructure in the world.

Emerald Cloud Lab

End-to-end chemistry workflows, from SFC purification to bioassay — all Superdrugs-scheduled.

Med-chemAssaysPurification

Strateos

24/7 robotic execution for high-throughput screening. Agent-authored protocols, human-approved.

HTSBiochemCell

Arctoris

Multi-site deterministic biology. Every data point tied back to the agent run that requested it.

In-vitroPharma-grade

Enamine REAL

On-demand synthesis against 38B virtually-accessible compounds. Quoted, ordered, tracked in-run.

Synthesis38B library

Mine · exclusive

Our in-house automated flow chemistry line for novel scaffolds that Enamine can't make.

Novel chemFlowExclusive

Your lab

Bring a bench. Superdrugs will emit executable ELN protocols with QR-linked provenance.

BYOELN export
Results in production

Receipts, not promises.

Anonymised runs from our beta cohort. Every number below links back to a signed, reproducible run artifact you can replay.

Oncology · Tier-1 biotechRUN #0814
3.4%
hit rate · vs 0.24% internal baseline

Covalent KRAS G12C. 12,404 virtual screened → 318 passed ADMET → 24 synthesised → 14 biochemically active.

Antivirals · Academic labRUN #0623
9 days
prompt → vial on desk

Novel Mpro inhibitor series. Agents selected FEP+ and ordered 42 molecules from Enamine. 19 active in primary assay.

CNS · Mid-cap pharmaRUN #1102
82%
BBB-permeable vs 31% pre-Superdrugs

Dopamine D3 selective antagonist. Generative agent refined scaffolds 11× until CNS MPO ≥ 4.5. Shipped to Strateos.

For who

Built for teams that actually ship medicines.

Whether you're a solo PI or a 400-person discovery org, Superdrugs plugs into your stack and replaces the pipeline you were going to hire for.

Pharma

Augment discovery teams without reshuffling the org chart. Bring your licenses, bring your IP, keep the receipts.

  • SOC 2 Type II
  • On-prem deploy
  • IP stays yours

Biotech

Run a full discovery campaign with the team you have. One seat unlocks the same stack that takes big pharma 18 months to approve.

  • Zero lab-ops
  • Usage billing
  • White-glove onboarding

Academic

50% off list. Cite Superdrugs, publish the run IDs, and let anyone re-run your paper from the prompt.

  • Free for open targets
  • Run-ID → PDF export
  • Classroom mode
Pricing

Start small. Scale with your pipeline.

Three plans. No hidden compute fees — GPU hours and synthesis are itemised on every run.

Starter

Hobbyist

For chemists exploring a target on the side. Single workspace, full agent stack.

$49/ month
  • 1 active target · 25k virtual screen
  • 10 GPU-hours / month included
  • Enamine REAL ordering at cost
  • Signed run artifacts · community Slack
Start free 14-day trial No credit card · cancel anytime
Pharma

Enterprise

For programs with compliance, IP, and infra requirements. Built around you.

Custom
  • On-prem or single-tenant VPC deploy
  • Dedicated GPU clusters · custom SLAs
  • 21 CFR Part 11 · SOC 2 · audit trail
  • Dedicated chem liaison · validation studies
  • Bespoke IP rider · custom training cutoffs
Talk to us Annual contract · pilot in 30 days
FAQ

Questions we actually get asked.

Short answers. For the long versions, book a call with the team — we'd rather talk about your target than our feature list.

How do you beat a trained med-chemist?+

We don't — we give them 400 of themselves. A senior med-chemist reviews every run plan and every synthesis order. Superdrugs handles the fan-out, the book-keeping, and the compute.

Who owns the IP?+

You do. Full stop. We never train on your prompts, structures, or results — and we'll sign a bespoke IP rider on day one.

Which computational methods do you run?+

AutoDock Vina, Glide, DiffDock, Boltz-1, FEP+, OpenMM, ANI-2x, plus any model you ship us as a container. The planner agent picks; you approve.

Is my target safe on your infra?+

Yes. SOC 2 Type II, single-tenant encryption, and a VPC deploy for anyone on Enterprise. On-prem for pharma.

Do you do biologics?+

Small molecules and PROTACs today. Peptide and antibody agents are in private preview — ping us.

Can I bring my own library?+

Yes — SMILES, SDF, Parquet, or a connector to your internal compound DB. We'll index it in hours, not weeks.

Private beta · 14 seats left this quarter

Bring a target.
Leave with a molecule.

Tell us what you're working on. We'll scope a first run and have synthesis on the calendar within five business days.

Tweaks⌃⇧T