AI Developability Workcell
The only native AI-driven, purpose-built automation platform for biologics developability
Dive into AI-driven developability screening for biologics
The AI Developability Workcell pairs purpose-built sample prep and analytics tools with AI-driven automation to rapidly screen through biologics and pick the most developable candidates. Unite results across multiple instruments and process steps with off-the-shelf, native AI to make it easy to see which candidates rise to the top. No more juggling instruments, manual handoffs or stitching data together — so teams spend less time managing the workflow and more time moving programs forward. Get brochure.
- AI-driven developability screening: Loop in AI interpretation to decide which early-stage candidates should more forward through panels of screening.
- Built-in AI experiment design: Use natural-language prompts to create structured experiment plans for routine experiments or closed-loop iterations.
- Fit-for-purpose analytics​: Quantify, size, detect aggregation, check thermal and colloidal stability – all with the right tools for the job.
- Hand’s free funnel: Prep and test samples on a single deck to design, build, test, learn and repeat over automated multiple screening rounds.
- Flexible integrations: Customize the tools and tests available to screen your molecules with your choice of modules and tools.
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Up the ante with AI
Built and tested on Stuntman, our AI turns your natural-language prompts into executable scripts that can drive a developability workflow from start to finish. It helps plan experiments, interpret results, and guide how things progress — so instead of teams manually cross-referencing data from multiple instruments, the workcell is already setting up the next screen. Generate entire workflows through AI, an intuitive drag-and drop interface or dive into Python with full API access. Conditions, steps, and data points are logged in open, structured formats for effortless sharing and analysis.
Find winners faster
The AI Developability Workcell brings the tools you need to characterize and screen biologics on one Stuntman deck. Lil’ Tuna exchanges buffers and concentrates samples to get them ready for screening. Stunner measures concentration, size, polydispersity and aggregation while Aunty assesses thermal and colloidal stability to see how they hold up when stressed. When you’re ready to go deeper, add on integrated analytics or on-deck stability or stress testing capabilities to explore formulation conditions. Screen, select, and advance the best samples in one AI‑driven experiment.
We love plates
The AI Developability Workcell serves up results by the plateful. Plate-based tools keep samples moving efficiently from buffer exchange to characterization, while microvolume measurements get boatloads of data from way less material. Run more conditions, use less sample and get more screening done with every run.
Add it on
The AI Developability Workcell is ready to run on day one, but it doesn’t have to stop there. Add high-throughput pH measurements and visual inspection to flag stability issues early. Bring in stress testing with heat, agitation, freeze/thaw or dilution. Tack on incubation or other sample-prep steps or connect off-deck analytics when your workflow calls for them. Whatever the trick, Stuntman’s built to play well with others so you can take your workcell to the next level.