Embedder

The Enterprise AI Platform For Embedded Software

Embedder is an AI platform built for embedded software. It reads your datasheets, writes the code, flashes the board, runs the tests, and fixes its own mistakes, autonomously.

500+
Supported MCUs
4,000+
PeripheralsPeripherals covered
30+
InstrumentsTest instruments

Embedder is an AI platform for firmware that reads your datasheets, writes the code, flashes the board, runs the tests, and fixes its own mistakes, grounded in reference manuals, schematics, and errata, with closed-loop validation across 500+ MCUs, 4,000+ peripherals, and 30+ pieces of test equipment.

Datasheet Intelligence

Every register value, cited to the manual

Embedder reads the entire reference manual, from register maps to clock trees to errata, and cites the section behind every value it writes. A value without a source gets flagged for human review instead of shipped.

Schematic Ingestion

Drivers that match the board you built

Embedder resolves your netlist against the datasheet: pin muxing, pull-ups, bus addresses, errata workarounds. Nothing is assumed from the vendor's dev kit — every driver is grounded in your actual design.

Hardware Interaction

Every change verified on real silicon

Embedder drives the bench your team already owns (30+ instruments in all) and folds every measurement back into the loop. What the silicon reports is the final word on every change.

Diagnosed against what the chip did, not what the source implied

Embedder reads serial output and drives GDB sessions, stepping breakpoints, inspecting registers and memory, and correlating runtime state with the code under review. Failures get diagnosed against what the chip actually did, not what the source implied.

Signals as reviewable evidence

Embedder turns logic analyzer captures and oscilloscope waveforms into structured data. Timing violations, protocol errors, and signal integrity issues surface as reviewable evidence, grounding firmware changes in the electrical behavior of the bus.

Every microamp traced to a line of code

Embedder drives power profilers to capture current draw across a workload, correlates the high-draw windows back to what the firmware was doing, and proves every low-power change by re-measuring on real silicon.

Agent Orchestration

Bench sessions in minutes, not afternoons

Agents split the work and run in parallel: one plans while others research, generate, and validate. When a test fails on hardware, the loop diagnoses the fault, patches the source, and re-verifies on the board.

Divide complex tasks across specialized agents

Embedder decomposes multi-step firmware tasks into parallel subagent work streams that execute concurrently and merge their results.

Build, flash, test, and fix autonomously

The orchestrator chains compilation, flashing, runtime observation, and code repair into a tight loop. When a test fails the agent diagnoses the fault, patches the source, and re-validates without human intervention.

Security & Compliance

Security &
IP Protection

Embedder works inside your most sensitive IP: schematics, source code, and bench access. It is built to clear security review, with SOC 2 Type II, ISO 27001, GDPR, and deployment options from your VPC to fully air-gapped.

On-Prem / BYOC

Custom Deployments

Run Embedder fully on-premise or bring your own cloud. Ensure your IP, schematics, and source code never leave infrastructure you control.

SOC 2 Type II

Audited Controls

Independently attested security, availability, and confidentiality controls across our infrastructure, code, and customer data handling.

ISO 27001 / GDPR

Certified & Compliant

A formal ISMS covering risk, access, and incident response, paired with GDPR-ready data protection. Lawful basis, data minimization, and DPA support.

Purpose-built for firmware

Generic AI vs. Embedder

General-purpose assistants can help write code. Embedder adds the firmware-specific evidence, toolchain, and hardware loop needed to test whether that code matches the actual part and board.

General-purpose AIEmbedder

Documentation grounding

Depends on context supplied by the user

Indexed manuals, datasheets, errata, and SVD files

Board context

Schematics and live signals must be supplied manually

Native schematic ingestion and hardware signals

Verification

No native firmware bench loop

Integrated HIL/SIL and instrument control

Compliance workflows

External traceability and evidence process required

Traceability and evidence workflows for regulated industries

Static analysis

Separate tooling and manual handoffs

Integrates with enterprise-grade static analysis tooling

Project context

Repository context varies by tool and session

Project, toolchain, hardware, and documentation together

Product FAQ

FAQ

Frequently asked questions about Embedder.

01Coverage

Which MCUs does Embedder support?

Embedder works with major semiconductor ecosystems, covering more than 500 MCUs in total. Not seeing your part? There’s no approved-parts list: any part with a PDF datasheet can be brought into scope through custom upload, usually same-day.

Which peripherals does Embedder understand?

The catalog covers 4,000+ peripherals, not just the blocks inside the MCU but the long tail of the bill of materials: sensors, radios, power management, displays, memory, and connectors. In-house and custom components come in the same way, by uploading their datasheets, so a board built around your own module is as legible to the agent as a vendor reference design.

Which EDA tools do you support for schematics?

Altium, KiCad, Eagle, PADS, and Xpedition. Schematics are parsed from native design files, not exported PDFs, into a queryable graph: components, nets, pin assignments, pull-ups, and power topology, so the agent knows what’s actually wired to what on your board.

What languages and RTOSes does Embedder work with?

C throughout, with C-to-Rust porting for safety-critical paths. FreeRTOS and Zephyr are supported natively, with migrations from ThreadX and bare metal.

Does Embedder support embedded Linux?

Yes. Embedder supports embedded Linux projects alongside MCU-class Cortex-M, RISC-V, and Xtensa targets. If your product spans an application processor and an MCU, Embedder can work across both sides of the stack.

02Workflow

How does Embedder work?

Embedder plans by turning datasheets, schematics, and your existing code into a concrete specification with citations back to the reference manual; acts by generating firmware and verifying it against real hardware; and debugs by running root-cause analysis against the live board and connected test equipment. Engineers approve the plan before code is written and review every change as a normal pull request; the loop runs on its own, the merge stays human.

How does testing work?

Embedder generates hardware-in-the-loop tests from your part’s documentation, runs them on real silicon, and when a test catches a regression, patches the firmware and re-verifies on the board. It drives the instruments already on your bench, including debug probes, logic analyzers, power profilers, oscilloscopes, and programmable power supplies. That is more than 30 integrations, plus ingestion of exported logs and traces from anything without an API.

Do I have to change my toolchain?

No. Embedder runs in VS Code alongside the toolchain you already use, works in your existing repos, and lands changes as pull requests. The same CLI your engineers run at the bench runs inside your CI, so hardware tests gate merges without new infrastructure.

How is Embedder different from Copilot, Cursor, or Claude Code?

Generic AI writes plausible code; Embedder verifies code against your actual hardware. Every generated value is cited to the reference manual or flagged, and every change is tested on the live board before it ships. It’s also cheaper to run: benchmarked across multiple customer environments, Embedder’s harness used 40%+ fewer output tokens than a general-purpose coding agent doing the same work.

03Trust & Control

How do engineers stay in control?

Spec-first planning means you review and approve a cited plan before any code exists. You can configure autonomy as complete, partial, or none. With partial autonomy, approval policies are set per operation, so engineers can gate any action—including every operation that interacts with hardware.

How do you prevent hallucinations?

Every value the agent emits is checked against the reference manual, SVD device file, schematic, and vendor errata before it reaches hardware. Anything without a source is flagged for human review instead of shipped.

Can the agent damage my hardware?

Destructive operations like flash erase and fuse programming require explicit human confirmation, hardware I/O is rate-limited so a runaway loop can’t burn out a part, and instrument access is arbitrated so parallel agents never fight over the same JTAG line.

Where does our IP go?

Your firmware, schematics, and documentation stay under your control, and every query and derivation is logged so you can trace how any value made it into your code. For enterprise teams, on-premises and air-gapped deployment options are available.

04Getting Started

What do I need to get started?

A board, its datasheet, and a probe you already own. That’s the whole setup: drop the documents into a project, plug in the board, and the first result shows up on the serial terminal inside the hour.

What does it cost?

Plans are scoped to the team and the hardware, so the honest answer is a short call rather than a pricing table. Evaluation periods are available if you’d rather see it work on your own board before committing.