What the public preview means
Ligant.ai is live and open to everyone. The public preview is the real platform, free to start, while we finalize the production release. Here is exactly what that means for you.
What is the public preview?
It is full, self-serve access to the Ligant.ai platform while we harden it toward a production release. The agents, the evidence pipeline, and the data foundations are all live. There is no application and no waitlist. You create an account and start.
What you get
- 500 free credits to get going, with no credit card required, enough to frame your hypothesis and see the agents’ plan to execute the assessment
- Access to the full pipeline across all three gates: Biology, Strategy, and Economics
- A room of specialist agents to brainstorm, explore, and pressure-test ideas with
- Every claim cited to its source across 23 biomedical databases, with a complete audit trail
- The option to start from a disease for a ranked target shortlist, or bring a target to assess in depth
What to expect
The platform is built accuracy-first, but it is early and it is improving every week.
- The agents can make mistakes. Verify conclusions against the citations we provide for every claim.
- Reducing hallucination to zero is the destination, not a guarantee we make today. What we promise is the evidence trail to detect and challenge any claim.
- Features and interfaces will change as we learn from how the platform is used.
- This is a preview, not a clinical or regulatory system. It is decision-support, not decision-making.
What is in and out of scope
Adoptive cell therapy: CAR-T, TCR-T, and CAR-NK. Surface-protein target identification, safety triage, competitive and IP landscape, and ranking. CAR-T is our deepest-validated modality.
Gene editing and gene therapy. The agents are not trained to assess targets for those modalities, and will not be able to help with them.
Your data and privacy
- Your data never trains our models.
- Anything you upload or generate is yours, recorded in an append-only, integrity-hashed audit trail.
- See our Privacy Policy and Terms for the full detail.
What it costs
You start with 500 free credits, enough to get going: frame your hypothesis, generate your hypothesis card, and see the agents’ plan to execute the assessment. How far the credits take you depends on the depth of the work. After that, it is pay-as-you-go with one-time credit packs. No retainer and no minimum. You only pay for what you use.
The road to production
The public preview is a deliberate stage, not a disclaimer. Next on the roadmap are compliance and validation work (SOC 2 and GxP audit trails) in Q3 2026, with a production launch targeted for late 2026.
How to give feedback
We read everything. Your feedback during the preview directly shapes what we build. Reach us anytime through the Contact link on our home page.
Ready to step into the room?
500 free credits. No credit card, no waitlist.
Start free with 500 credits