Accelerated AI-Driven R&D ForManufacturing R&D
Scalarity helps research and manufacturing teams run smarter experiments. Generate hypotheses from literature, simulate with DFT and fine-tuned models, narrow the search space, and dispatch validated trials to your lab.
See Scalarity in action.
Watch Scalarity turn scattered research work into a clear path from idea, to run, to result.
The problems slowing your R&D.
R&D teams waste time on fragmented data, repetitive work, lost experiments, and inefficient exploration. Scalarity fixes all of them.
Fragmented knowledge → Unified context
Knowledge scattered across tools, notebooks, and people becomes one shared knowledge base.
Schlep work → Smart agents
Repetitive planning, search, and logging work is automated.
Large parameter space → Narrowed search
Hundreds of variables to explore, no systematic way to prioritize. Simulation prunes the space before committing lab resources.
Reproducibility gaps → Auto-captured runs
Can't reproduce experiments because conditions weren't logged. Every parameter is captured automatically.
Slow iteration cycles → Accelerated loops
Manual handoffs between simulation, experiments, and analysis take days or weeks. Agents orchestrate the full loop end-to-end.
Handoff friction → Clean provenance
Context gets lost when work moves between people or systems. Agents own the handoffs with full audit trail.
One workspace for high-velocity R&D work.
Plan, prioritize, dispatch, capture, and report research work in one place — without forcing teams to rebuild how their lab already operates.
Hypothesis & planning
Agents draft experiment plans grounded in your group's prior work and the public literature.
Simulation & surrogates
Bring your DFT, MD, or surrogates. Agents queue, orchestrate, and reconcile results.
Characterisation
XRD, SEM, NMR, electrochem — pulled into a single structured record. No screenshots.
Experiment dispatch
Queue validated candidates for execution — prioritizing by cost, timeline, and available capacity.
Reporting & handoff
Auto-generated, version-controlled reports that survive turnover and re-onboarding.
Agents that move research work from intent to result.
Each agent owns a practical slice of the work — planning recipes, checking process windows, preparing tool instructions, requesting measurements, and summarizing outcomes.
You stay in control where it matters: setup, anomaly review, safety limits, and final go/no-go decisions.
02Recipe Agent
Selects precursors, targets, pressure, temperature, power, and time windows.
03Process Agent
Predicts growth rate, uniformity, stress, stoichiometry, and failure risk.
Coordinates chamber-to-characterization loops.
Routes recipes, instrument constraints, metrology results, and approvals across the CVD/PVD workflow.
Scientists approve chamber settings, safety limits, anomalies, and final go/no-go decisions.
R&D teams turning ideas into validated results.
Process, product, and materials teams
Explore more candidates, tighten process windows, and move from promising concepts to validated trials faster.
National, corporate, and independent labs
Coordinate instruments, models, and experiments across projects with a full audit trail for every decision.
University research teams
Preserve group knowledge, onboard new researchers faster, and make experimental workflows easier to reproduce.
Engineered for IP-sensitive research.
Deployed inside your perimeter. Model-agnostic end to end.
On-prem, VPC, or hosted
Run the entire stack inside your own perimeter. No data leaves your environment unless you opt in, per project.
Bring your own
Model-agnostic. Frontier APIs, your group's fine-tunes, or fully air-gapped open weights. Switch per agent, per workflow.