Intelligent productsengineered to sense
We partner with technical founders and product teams to engineer intelligent software wired directly to physical sensors.
Engineering for the physical world.
From sensor edge to model reasoning.
AI Applications & Autonomous Agents
Autonomous workflows, reasoning agents, and computer vision pipelines.
Production SaaS architectures, multi-agent orchestration, and vector retrieval pipelines grounded directly in proprietary business systems.
AI Second Brain & Knowledge Systems
Semantic knowledge graphs and continuous contextual synthesis.
Organizational and personal intelligence vaults that index notes, technical blueprints, and conversations into dynamic relational graph networks.
HealthTech & Remote Telemetry
Connected health hardware, vital telemetry, and clinical workflows.
Secure BLE sensor pairing, remote patient monitoring gateways, and HIPAA/GDPR-compliant telemetry pipelines linking physical biosensors to specialist portals.
FoodTech & Cold-Chain Logistics
Environmental telemetry, batch traceability, and spoilage prevention.
Continuous sensor monitoring across refrigerated transit, automated expiration tracking, and predictive inventory algorithms that eliminate operational waste.
Smart Building Intelligence
Multi-zone HVAC optimization, BACnet/IP, and predictive energy loads.
Unified facility automation combining occupancy sensing, sub-metering, and load-balancing models that slash commercial electricity and heating bills.
Smart Home & Connected Devices
Local-first IoT firmware, Matter, Thread, and BLE device integration.
Embedded microcontrollers (ESP32 / ARM Cortex) engineered for instant local responsiveness, uncompromising home privacy, and robust cloud syncing.
From architecture blueprint
to physical reality.
import { edgeGateway } from '@vnaiot/embedded'
export const config = edgeGateway.configure({
protocols: ['mqtt', 'lorawan', 'ble'],
sensorSchema: 'biometric-telemetry-v2',
security: { cryptochip: 'ATECC608', mtls: true }
})Sensor to cloud
by design.
From microcontrollers in remote agricultural fields to real-time industrial hospital networks. We build resilient edge gateways with local failover and zero data loss.
Verified technical delivery.
Across complex enterprise constraints.
Engineered to connect with
your entire physical stack.
From embedded microcontrollers and industrial building controllers to modern cloud LLM reasoning backends.
Hardware-grade
security rigor.
Connected devices in physical environments require uncompromising security from PCB silicon to cloud database storage.
ISO/IEC 27001:2022 Architecture
Security governance and data protection controls implemented across enterprise software and cloud telemetry systems.
Cryptographic Hardware Isolation
Secure elements and hardware cryptochips (e.g. ATECC608) protecting device identities and encryption keys.
Mutual TLS & Signed OTA Upgrades
Device-to-cloud communications enforced via mTLS, with firmware updates cryptographically verified before boot.
Local-First Privacy & HIPAA Isolation
Sensor telemetry processed locally on the edge, keeping sensitive biometric and facility data strictly private.
Engineered for
technical teams.
Clean APIs, typed telemetry contracts, and embedded firmware drivers designed for production reliability.
Type-Safe Schemas
Telemetry contracts validated across firmware, cloud, and UI.
Hardware Cryptochips
Secure element private keys with zero exposed secrets.
Local Edge Fallback
Uninterrupted offline operation when network uplinks drop.
Sub-10ms Pub/Sub
Low-latency message queues over hardened MQTT brokers.
import { SensorClient } from '@vnaiot/telemetry'
const client = new SensorClient({
endpoint: 'mqtts://edge.vnaiot.com:8883',
deviceId: 'esp32-coldchain-042',
mtls: true
})
client.onTelemetry((packet) => {
console.log(`Temp: ${packet.tempC}°C, Anomaly: ${packet.isAnomalous}`)
})Product directions
in active exploration.
Functional prototypes emerging from our engineering labs. We collaborate with forward-thinking teams to take these from concept to production.
AI Second Brain
Autonomous knowledge indexing and semantic synthesis.
Indexes conversations, notes, and technical blueprints into dynamic relational graphs, surfacing cross-domain connections and drafting actionable specs.
Smart Building Intelligence
Connected facility infrastructure with predictive energy automation.
Unified multi-zone HVAC, energy sub-metering, and occupancy detection that forecasts heating and cooling loads to slash commercial utility bills.
Food Operations Telemetry
AI and IoT systems for cold-chain logistics and quality assurance.
Hardware-verified refrigerated storage temperature telemetry combined with demand forecasting models to eliminate food spoilage.
Connected Health Gateways
Remote biometric sensor telemetry and clinical monitoring.
Low-power BLE vital sensor pairing, structured patient check-in routines, and secure clinical telemetry pipelines alerting specialists in real time.
Transparent partnership,
engineered for velocity.
Every engagement includes complete source code ownership, clean documentation, and direct access to senior engineers.
Prototype Sprint
For technical founders validating ambitious hardware or AI concepts.
- Functional breadboard or device prototype
- Custom microcontroller firmware driver
- Telemetry verification testbed
- Architecture & feasibility RFC
- Full source code and IP ownership
Full Product Build
End-to-end engineering from system specification to production rollout.
- Custom PCB schematics & firmware
- Cloud ingestion & database pipelines
- Real-time operator console & mobile UI
- ISO 27001 data isolation & security audit
- Production CI/CD deployment
Dedicated Engineering Pod
Senior AI and embedded engineers extending your internal team.
- Dedicated firmware & AI engineers
- Continuous OTA firmware releases
- Direct Slack & Linear integration
- Production SLA & telemetry monitoring
- Flexible scaling as products mature
Ready to build
intelligent products?
Tell us about your hardware, software, or AI vision. We respond within 24 hours with an initial architecture assessment.