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.

Can you meet our regulatory and audit requirements?

We build to regulated standards with full audit trails, access controls, and documentation. We scope compliance explicitly at blueprint stage.

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 × Finance & BFSI

Embedded Systems & IoT for Finance & BFSI

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

Finance & BFSI 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. KYC platforms, loan origination, and compliance dashboards built to regulated standards — secure, auditable, and fast.

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 finance & bfsi teams specifically, compliance is manual and slow, legacy systems can't keep up, and every new product fights the existing stack. Risk and audit live in disconnected tools.

02Our approach — the Forge Method, applied

01Blueprint how finance & bfsi 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 finance & bfsi 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 finance & bfsi 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
KYC / AML platforms
Loan origination systems
Compliance & risk dashboards
Secure customer portals
Real-time fraud & anomaly detection
Core-system integration & modernization

//Outcomes

What you can expect

Faster

KYC onboarding

Auditable

by design

Low-power

long battery life

OTA

safe field updates

//FAQ

Questions, answered straight

KYC platforms, loan origination, and compliance dashboards built to regulated standards — secure, auditable, and fast. 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