Can you run ML on-device?

Yes — edge ML with TensorFlow Lite and similar, where on-device inference beats round-tripping to the cloud.

How do you handle firmware updates safely?

OTA with rollback and staged rollout so an update never bricks a fleet.

Is client data kept confidential and secure?

Yes — we build with encryption, access controls, and audit logging appropriate to legal confidentiality requirements.

How fast can we ship and how do you price it?

Scope and price are locked before code at the Blueprint stage, tied to deliverables — outcomes, not hours. Tightly-scoped builds typically ship in a 30–60 day window.

//Specialized Engineering × Embedded Systems & IoT × Legal & Immigration

Embedded Systems & IoT for Legal & Immigration

Firmware, edge ML, and cloud bridges for smart agriculture, industrial IoT, logistics trackers, and smart-home products. Engineered for legal & immigration teams.

Legal & Immigration teams don't need a generic vendor — they need embedded systems & iot built around how they actually operate. Firmware, edge ML, and cloud bridges for smart agriculture, industrial IoT, logistics trackers, and smart-home products. Case management, document portals, and client intake systems that turn days of paperwork into minutes of structured work.

01What's broken without us

Connected hardware is unforgiving: constrained memory, flaky networks, battery limits, and field updates that can brick a fleet if done wrong. For legal & immigration teams specifically, intake is manual, documents pile up, and deadlines are tracked in spreadsheets. Every case carries compliance risk and your best people spend hours on data entry instead of judgment.

02Our approach — the Forge Method, applied

01Blueprint how legal & immigration teams actually use embedded systems & iot today, and lock scope, price, and the metric before code.
02Prototype the highest-value embedded systems & iot loop against real legal & immigration data — not a generic demo.
03Forge a production-grade build on C, Rust, FreeRTOS, with CI/CD and observability from day one.
04Harden and hand off documented, ready for legal & immigration teams to extend.

//Capabilities

Firmware development (C, Rust, MicroPython)
RTOS selection & board bring-up
Sensor integration & calibration
Edge ML (TensorFlow Lite)
MQTT / CoAP communication & cloud bridge
OTA update infrastructure
Low-power design for battery devices
Industrial protocol bridging
Multi-agent intake & document processing
Case management platforms
Secure client document portals
Deadline & compliance tracking
RAG over case law and policy
Client communication automation

//Outcomes

What you can expect

Days → minutes

case intake

Audit trail

on every action

Low-power

long battery life

OTA

safe field updates

//FAQ

Questions, answered straight

Case management, document portals, and client intake systems that turn days of paperwork into minutes of structured work. We bring embedded systems & iot depth to those exact systems rather than retrofitting a template.

//Explore further

//Next step

Is the build ready to scope?
Find out in the scorecard, or talk it through on a call.

Take the Build Readiness Scorecard