Bringing scientific work up to speed.
Sojist is an AI research platform for laboratories and engineering teams. Literature, data analysis, code execution, and simulation in one workspace — every result reproducible, every claim traceable to its source.
Built for labs first — engineering and aerospace next.
One workspace for the whole research loop.
Literature, data, compute, and verification stay in one place, tuned differently for every discipline below.
Biology
Sequencing, protocol search, and reproducible notebooks for assay data.
Chemistry
Structure lookup, route comparison, and hazard flags before synthesis.
Physics
Parameter sweeps, model fitting, and analytical cross-checks.
Engineering
Requirement traceability, code execution, and regression per revision.
Aerospace
Orbit propagation, conjunction screening, and telemetry review.
Data science
Multi-source joins, sandboxed execution, and full lineage.
What runs today, and what's next.
Being built with our first laboratories — honest about scope.
Literature research
Search and synthesize across the published record, every sentence sourced.
COMING SOONData analysis
Analysis that respects the structure of the experiment behind it.
COMING SOONCode execution
Runs server-side, with results attached to the run that produced them.
COMING SOONSimulation
Upload a model and Sojist runs it against thousands of scenarios, then returns results and concrete recommendations.
IN DEVELOPMENTReproducibility
Data, code, environment, and result versioned together.
IN DEVELOPMENTIndependent verification
Cross-checked outputs with measurement kept separate from inference.
PLANNEDFrom question to verified result.
Ask
Pose a question in plain language, or attach raw data, code, and papers.
Retrieve
Sojist gathers relevant literature, prior results, and datasets.
Compute
Analysis, simulations, and code run on managed cloud compute.
Verify
Outputs are cross-checked and every claim points to a source.
Reproduce
Each run is logged and can be re-executed exactly.
Governance, built in.
TALK TO USYour data stays yours
Encrypted in transit and at rest, with access controls handled at the platform level.
Access control and audit
Single sign-on, role-based permissions, and an audit trail of who ran what.
Human in the loop
Sojist produces analysis. Decisions stay with your people.
No critical control
Never commands flight or safety-critical systems.
Science, then engineering, then aerospace.
The core loop — literature, data, compute, verification — is the same regardless of field. It starts in labs and extends toward the highest-stakes work.
Sojist stays an analysis and decision-support layer, never in direct control of flight or other critical hardware. A human always makes the final call.
Pricing is still being set.
Academic access is intended to stay free. Team and institutional rates are being worked out with our first partners.
Early access is currently closed.
We're not taking new sign-ups yet. Reach out by email and we'll let you know when it opens.