This session provides an overview of the Lattice sensAI™ solution stack for deployment of AI models onto Lattice FPGAs, it gives the latest update to the solution including learned step quantization, mixed precision (4/8-bit) , use of system generator to build SoC on FPGA fabric and improvement to sensAI studio training framework and simulator.