Drug discovery without the silicon moat.
Press “Run”. That’s it. DO Studio handles the compute, manages your files and results, and keeps all your tools talking to each other so you can go from hypothesis to result without touching a script or a server.
The reason "easy" drug discovery software still isn't.
Modern drug discovery suites force you to stitch together a patchwork of systems just to do real work — data management, IT, compute orchestration, licensed simulation tools, project management, scripts to glue it all together. The result is a moat that confines cutting-edge methods to teams with dedicated computational staff.
- HPC clusters you have to provision, queue, and pay for whether jobs are running or not
- License servers for each simulation package, each with its own quirks
- Data transformation scripts that nobody quite remembers how to update
- Project management tools stapled on top to track who ran what
- A computational chemist on staff just to make all of it work together
One interface. Everything underneath.
Studio collapses the patchwork into one browser tab. Compute, data, simulations, and collaboration — all in a single environment, purpose-built for teams without deep computational expertise.
A whole bench of scientific apps. One interface.
Every method runs on the same shared data, the same managed compute, and the same project view — so a docking pose flows into FEP and a hit set flows into ADMET without ever leaving Studio.
Four apps live today. Six more landing through preview. All running against the same project data — no exports, no copy-paste.
Submit a job. The platform handles everything.
A researcher submits a job and Studio orchestrates the rest end-to-end — without leaving the platform, touching a file, or configuring a single parameter.
Submit a job from the browser
Drop in a protein and ligands. Pick the workflow. No AWS console, no SLURM script, no install.
Compute scales automatically
An automated AWS backend spins up exactly what the job needs. We babysit the infrastructure so you don't.
SOTA simulations run
Docking, FEP, ADMET, structure prep — all using the same models we publish on. No license patchwork.
Outputs parsed into a shared tracker
Results land in a spreadsheet-style data view, version-controlled, with full provenance back to inputs.
Your whole team sees it
No exports, no Slack threads with attached SDFs. Bench scientists, modellers, and PMs see the same live view.
The tight integration is the innovation. Most platforms hand you better tools. Studio hands you fewer of them — and removes the work between them.
Three things that make Studio Studio.
SOTA simulations, end-to-end
FEP and docking run as a single integrated pipeline — protein prep, pose generation, free energy, all automated. The same models we publish on, with no manual handoff between stages.
Active data management
We parse every output, populate the shared tracker, and track lineage from raw input to final result. No file babysitting. No "where did the SDF for compound 47 go?"
Active compute management
AWS orchestration is invisible. Jobs scale up when they're running, scale down when they're not. You see results, not bills for idle clusters.
SOTA models, integrated, with the receipts to back it.
Every method in Studio is the same one we publish on and benchmark publicly. No black-box "AI inside" badges.
Docking
In Studio nowPose prediction and virtual screening that beats Vina, Glide, DiffDock, and AlphaFold 3 on the benchmarks that matter — including novel targets.
Learn moreFEP
Coming to StudioABFE and RBFE on diverse scaffolds, including scaffold hops. Sub-1 kcal/mol accuracy with zero manual pose curation.
Learn moreDO Patent
In Studio nowConvert PDFs into accurate, editable molecular structures instantly. 12× faster than incumbents, 100× faster than redrawing.
Learn moreA Platform That Doesn't Take Months To Get Running
If you've ever lost a Friday to AWS configs, license server lockouts, or chasing down a missing SDF — you're who we built this for.
Medicinal chemists
You want to triage compounds, run free energy on a series, and design around liabilities — without learning a new license server every quarter.
Drug discovery modellers
You're fluent in Schrödinger, MOE, and command-line tools — but tired of writing the same wrapper scripts to glue them together.
Project teams without computational staff
You don't have a dedicated comp chem group. Studio gives you the same tools the dedicated teams use, in a UI that doesn't require one.
Preview release — and what's coming next.
- Docking, end-to-end (pocket detection → pose prediction → ranking)
- DO Patent — extract structures from PDFs
- Structure prep & 3D visualization
- Shared spreadsheet-style data tracker
- Managed AWS compute — no configuration
- Project & file collaboration
- ABFE / RBFE (free energy perturbation) in Studio UI
- Balto AI in Studio
- ADMET predictions in Studio
See it run on your target.
Studio is in preview ahead of MVP launch. Book a demo and we'll walk you through a live workflow on a target you care about — and get you on the early-access list.