CraftifAI Orbit

CraftifAI Orbit is a suite of agentic AI products for hardware engineering teams, covering three lifecycles: edge AI perception and vision AI pipelines with PipeGen, firmware with FirmGen, and FPGA design with AgentIQ. Each product takes a plain English requirement, inspects the actual target hardware, generates the code, then compiles and runs it to prove the result before handing over.

The vendor's stated difference from general-purpose coding assistants is scope and proof: it works across the whole lifecycle rather than a single stage, reads the hardware before generating, invokes the real toolchain, and validates output on the physical device. FirmGen hands over a native SDK project (ESP-IDF or STM32Cube, no Arduino wrappers) with a clean build and the serial capture proving it ran on the board; PipeGen ships a containerized package of compiled native binaries for the target with latency, throughput, per-layer execution time, and accuracy measured; AgentIQ exports the bitstream only when timing passes with zero failing paths.

CraftifAI deploys on the customer's own infrastructure, and the vendor says no customer data is used to train any model. FirmGen supports the ESP32 family and STM32 G0 and C5 today, with NXP, Nordic nRF, Quectel, and Texas Instruments on the roadmap, per the FAQ.