CraftifAI

What is CraftifAI?

CraftifAI Orbit is a suite of agentic AI tools for engineers who build software for physical hardware. FirmGen generates firmware, drivers and board bring-up for microcontrollers and IoT devices such as ESP32 and STM32 boards. PipeGen turns a plain-language goal into a perception or vision pipeline for NVIDIA Jetson boards and x86 machines with NVIDIA GPUs, matching it against curated pipelines and compiling and validating a DeepStream build. AgentIQ goes from a design prompt to synthesizable FPGA designs and bitstreams for Lattice devices by driving Lattice Radiant, Propel and Diamond. The tools are installed as desktop applications on Windows, macOS or Linux, depending on the product, and usage is metered in Orbit Credits. Plans are Developer Free at $0, Developer Pro at $99, Team at $499 and a custom Enterprise plan.

Use cases

• Generate firmware for ESP32 and STM32 boards
• Build edge vision pipelines for Jetson
• Generate FPGA designs for Lattice devices
• Bring up drivers for new hardware
• Deploy ONNX detection models to a device
• Launch device variants without rewriting firmware

Who it's for

• Embedded engineers
• Robotics teams
• Hardware startups
• Research labs

Why use CraftifAI

• The vendor states that every tier produces the same full-quality output, including the Free tier.
• Describing a goal in plain language replaces manual vendor-toolchain setup for supported targets.
• Credit estimates appear before a generation runs, so usage is visible up front.
• Pro and Team plans add production export, priority queues and unlimited projects.
• Enterprise can be deployed on your own infrastructure with an uptime SLA.

CraftifAI features

• FirmGen firmware, driver and board bring-up generation
• PipeGen edge AI pipelines for NVIDIA Jetson and GPU desktops
• AgentIQ FPGA design and bitstream generation for Lattice devices
• Natural-language requirements as the starting point
• Copilot and Autopilot modes
• Credit estimate shown before each generation runs
• Production-ready code, Docker packaging and benchmark reports
• Team plan with shared credits, per-developer analytics and role-based access
• Enterprise option for on-prem or private cloud with SSO and SAML

CraftifAI integrations

• NVIDIA Jetson
• DeepStream
• ESP32
• STM32
• Lattice Radiant
• Lattice Propel
• Lattice Diamond

How to get started with CraftifAI

1. Sign up for a CraftifAI Orbit account and download FirmGen, PipeGen or AgentIQ for your operating system.
2. Install the prerequisites listed for your product, such as Docker and the NVIDIA Container Toolkit for PipeGen.
3. Describe your hardware goal in natural language, for example a real-time object detection pipeline.
4. Review the generated intermediate representation or design plan and confirm it.
5. The tool builds and validates the output, and you deploy it to your target device.

CraftifAI limitations

• Free credits are a one-time 3,000,000 welcome balance that is valid for 14 days
• Paid credits are valid for 30 days, and unused balances are forfeited
• PipeGen needs an NVIDIA GPU and an X11 session on Linux or WSL2
• AgentIQ requires a Windows workstation and installed Lattice tools

CraftifAI pricing

Yes, CraftifAI has a free plan.

CraftifAI plans

• Developer Free

  $0

  no credit card required

  • Full PipeGen and FirmGen access
  • Copilot and Autopilot modes
  • 3,000,000 Orbit Credits across all 3 products
  • 3 active projects
  • Community support

• Developer Pro

  $99

  15,000,000 credits

  • 15,000,000 Orbit Credits pooled across products
  • Full production and signed export
  • Unlimited active projects
  • Priority generation queue
  • Email support

• Team

  $499

  80,000,000 credits, up to 5 users

  • 80,000,000 shared Orbit Credits
  • Up to 5 seats
  • Centralized billing and per-developer analytics
  • Concurrent generations and priority queue
  • Role-based access

• Enterprise

  Custom

  up to 25 users

  • On-prem or private cloud
  • SSO and SAML
  • 99.9% uptime SLA
  • Dedicated CSM and invoicing

Plans as listed on the official pricing page on 24 Oct 2026. Prices can change and may vary by country or exclude tax. Check the official pricing page.

CraftifAI alternatives

The main CraftifAI alternatives listed on Debuly are Cursor, GitHub Copilot, Greta.sh, DeepEdge, Dyad and ExecuTorch. The table compares pricing and platforms; order is A–Z.

1. 

   Cursor

   AI code editor and coding agent with cloud agents, Bugbot code review and multi-provider models, sold with Grok and X plans.

   CodingAutomation and agentsDeveloper platforms
   FreemiumVisit Cursor (official site)
2. 

   DeepEdge

   Low-code deep learning platform to label, train, optimize and deploy computer vision models on edge hardware.

   Developer platforms
   Free trialVisit DeepEdge (official site)
3. 

   Dyad

   Free open-source desktop AI app builder that runs on your machine, works with any model and exports code you own.

   CodingDeveloper platformsAutomation and agents
   FreemiumVisit Dyad (official site)
4. 

   ExecuTorch

   PyTorch's open-source framework for exporting models and running them on phones, microcontrollers and other edge devices.

   Developer platformsCoding
   Open sourceVisit ExecuTorch (official site)
5. 

   GitHub Copilot

   GitHub's AI coding assistant for code completion, chat and agents in VS Code, JetBrains, Visual Studio, the CLI and GitHub.com.

   CodingAutomation and agents
   FreemiumVisit GitHub Copilot (official site)
6. 

   Greta.sh

   AI app builder that turns a plain-English description into a full-stack web app with database, login and deployment.

   CodingAutomation and agents
   FreemiumVisit Greta.sh (official site)

CraftifAI FAQ

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

Image credits

• Logo: from craftifai.com · fetched 24 Oct 2026 · Vendor trademark, used only to identify the product; removed on request
• Cover: none collected yet, so a generated tile is shown.

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