Colins AI builds custom Graph and Physics Informed Neural Networks to solve the following niche problems:

Biotech: Rational Design of Protein Degraders
We create custom Graph AI Models that map the full 3D geometry of your specific ternary complex or ADC conjugate. We then rationally construct a synthesizable Linker or Molecular glue based on valid fragments and reactions.

Deep Tech: Solid-State Battery Simulation.
We help you reach manufacturability faster. With Physics Informed Neural Networks that simulate ion transport, stress-coupled kinetics, and fracture mechanics, we predict critical dendrite and SEI formation over hundreds of cycles.

Banking: Fraud Detection for Mid-sized Banks.
We provide mid-sized banks the advanced Graph technology that the larger banks use for just 10% of the cost. We identify mule network schemes, ATO, and reduce the false positives costing you millions by up to 50%.

Colins AI

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