Experiments leave a trail. Nextnet connects the path.

Researchers spend weeks on bioinformatics scripts and parsing literature to validate a target, often missing hidden chemistry discrepancies in legacy datasets. Nextnet connects internal assay logs and sequencing files to global scientific literature in a knowledge graph, uncovering biases and compressing weeks of analysis into minutes.

Generic AI models routinely hallucinate pathway interactions because they lack company-specific assay context. Nextnet anchors internal experiments to open scientific literature, uncovering real gene-pathway-disease links with fully traceable citations and without hallucinations.

Business teams preparing out-licensing due diligence often interrupt bench scientists for preclinical records buried across scattered file shares. Nextnet converts unstructured preclinical files into a secure digital twin, allowing commercial teams to run technical diligence in minutes without interrupting research.

Assembling IND filings and toxicology protocols requires weeks of matching trial schedules against regulatory safety limits. Nextnet cross-references internal dosing matrices against historical clinical precedents, automatically flagging safety gaps and building audit-ready regulatory dossiers.

Cell therapy manufacturing traditionally relies on 20 days of expensive, trial-and-error lab runs to optimize culture conditions. Nextnet models cell-growth permutations in silico, narrowing experimental variables from dozens to single digits and slashing cycle times by 70%.

Handing off manufacturing protocols to contract manufacturers (CDMOs) frequently leads to batch variance, yield losses, and trade secret exposure. Nextnet unifies internal lab notes, flow cytometry logs, and partner CDMO records into a single walled-garden digital twin, enforcing strict quality control while locking down intellectual property.

Cross-reference solicitation criteria against years of institutional proposals to find the best-aligned principal investigators (PIs) and necessary equipment.

Reduce draft-to-submission cycle time for grant proposals, freeing up research leaders from administration.