Autonomous Embedded Engineer™
Requirements in.
Certified firmware out.
Ana designs, develops, tests, secures, deploys and maintains embedded systems - from requirements ingestion to compliance artifacts and fleet-ready OTA.
Full Lifecycle Automation
Autonomously designs, develops, tests, secures, deploys, and maintains embedded systems - from requirements to production.
Multi-Platform Support
Supports STM32, NXP, TI, Renesas, ESP32, Nordic, Raspberry Pi, Nvidia Jetson and all major RTOS platforms including FreeRTOS, Zephyr, VxWorks, and QNX.
Security-First Embedded
Generates firmware SBOMs, detects CVEs, validates secure boot, and auto-remediates vulnerabilities - crushing competitors on embedded security.
Compliance & Traceability
Automatically generates IEC 62304, ISO 13485, FDA, and MDR compliance artifacts - a massive differentiator for MedTech and regulated industries.
Weeks Saved on Requirements
Most embedded teams spend weeks manually decomposing requirements. Ana ingests from Jira, DOORS, Polarion, and Jama - and decomposes in minutes.
Driver Generation from Datasheets
Generate production-ready drivers directly from datasheets, register maps, and protocol specs - for accelerometers, IMUs, cameras, ECG sensors, and more.
Inside the Embedded Engineer
Requirements in.
Firmware, tests and evidence out.
Traceable from the first DOORS requirement to the last OTA wave.
- Ingest requirements from DOORS142 requirements · 3 ambiguities flagged
- Design architectureHAL · drivers · FreeRTOS tasks
- Generate firmwareC11 · STM32H743 · CAN FD stack
- Build & size checkarm-none-eabi-gcc 13.2
- Run HIL tests64 scenarios on rig-02
- SBOM & CVE scan2 CVEs patched in lwIP
- Generate IEC 62304 artifactsSDP · SRS · traceability matrix
designing architecture…
HIL
-
CVEs
-
motor-ctrl · build OK · Flash 62% · MISRA 0 required violations
15 Capability Pillars
Fifteen capability pillars.
One embedded engineer.
A complete autonomous embedded engineering platform - from requirements to production, security to compliance.
Requirements & Systems Engineering
Ingest, decompose, and validate requirements from any source.
Most embedded teams spend weeks manually decomposing requirements. Ana does it in minutes.
Features
Outputs
- System requirements
- Firmware requirements
- Hardware requirements
- Test requirements
How Ana Works
Requirements to fleet,
autonomously.
Ana handles the entire embedded engineering lifecycle - from requirements ingestion to production deployment.
Ingest Requirements
Ana ingests requirements from Word, PDF, Jira, DOORS, Polarion, or Jama. She detects ambiguities, missing requirements, and conflicts automatically.
Generate Architecture
Ana designs the system architecture, HAL, driver architecture, and communication protocols - producing architecture diagrams and interface specifications.
Write Firmware & Drivers
Ana generates production-ready firmware in C, C++, Rust, or Embedded Python - including drivers from datasheets, RTOS tasks, state machines, and protocol stacks.
Test & Secure
Ana generates unit, integration, and system tests. She runs firmware security analysis - generating SBOMs, detecting CVEs, validating secure boot, and auto-remediating vulnerabilities.
Deploy & Maintain
Ana manages OTA updates, fleet monitoring, device health, and predictive maintenance. For regulated industries, she generates full compliance artifacts automatically.
Use Cases
Ana in
the real world.
How Ana's Autonomous Embedded Engineer transforms engineering workflows across industries.
IEC 62304 Compliant Firmware Development
MedTech teams spend months manually generating DHF artifacts, traceability matrices, and risk analysis documentation for FDA submissions.
Ana ingests requirements from DOORS, generates firmware, runs security analysis, and automatically produces IEC 62304, ISO 13485, and FDA-compliant documentation.
Compliance documentation generated in hours, not months. Full traceability from requirements to code.
CAN FD Protocol Stack & Driver Generation
Automotive teams spend weeks writing CAN FD drivers and protocol stacks from scratch for each new ECU, with manual register-level programming from datasheets.
Ana ingests the datasheet and register map, generates production-ready CAN FD drivers, and creates the full protocol stack with error handling and diagnostics.
Driver development time reduced from weeks to hours. Production-ready code with full test coverage.
Secure OTA Fleet Update System
IoT teams struggle to build secure, reliable OTA update systems that handle delta updates, rollback, and fleet management across thousands of devices.
Ana generates the complete OTA workflow - signed firmware packages, delta update logic, rollback plans, failure simulation, and fleet deployment strategies.
Secure OTA system deployed in days. Zero-downtime updates with automatic rollback on failure.
TinyML Anomaly Detection on Embedded Hardware
Deploying ML models to resource-constrained embedded hardware requires manual optimization, quantization, and platform-specific deployment - a highly specialized skill.
Ana optimizes models with TensorRT/TFLite, generates the deployment package for Jetson or STM32 AI, and integrates the inference engine into the firmware.
Edge AI deployed on embedded hardware without ML infrastructure expertise. Full pipeline from model to firmware.
Test Scenarios
Twelve scenarios,
ready to demo.
Validated test scenarios covering the full embedded engineering lifecycle - ready to demo.
RTOS Task Design
FreeRTOS-style multi-task scheduler for sensor + telemetry
Device Driver Development
I2C/SPI sensor driver with mock hardware
Protocol Integration
CAN/UART/BLE telemetry simulation
BSP / Board Bring-Up
Mock board config, pin map, clock setup
Sensor Fusion
Combine accelerometer + temperature + pressure data
OTA Firmware Update
Simulated update flow with rollback logic
Firmware Security
Secure boot, signed firmware, key validation flow
Power Optimization
Simulated low-power modes and wake-up strategy
Diagnostics & Logging
Fault codes, telemetry logs, watchdog recovery
Test Automation
Unit tests, SIL tests, CI-style firmware validation
Edge AI / TinyML
Anomaly detection on mock sensor stream
Compliance Documentation
Generate traceability, test plan, risk notes
Ready when you are
Build your next firmware
with Ana.
From requirements to compliance artifacts and a fleet-ready OTA package - see it on your own platform.