Services Akhila Labs
IOT & SENSORS SOLUTION
End-to-end IoT platforms integrating multi-modal sensors, low-power connectivity, edge processing, and cloud analytics for real-time monitoring, predictive insights, and autonomous response across industries.
Key Value Propositions
Akhila Labs delivers compliance-first, medical-grade wearables with end-to-end engineering for
fast, regulatory-ready, and scalable digital health solutions.
Industry Problem
Statement
Organizations across sectors are drowning in data but starving for actionable intelligence
Organizations across industries generate massive volumes of data, yet struggle to transform it into timely, actionable intelligence that drives real decisions.
Multi-modal sensing
Temperature, humidity, pressure, vibration, air quality, light, occupancy, and custom biomarkers—all integrated into one platform.
Low-power wireless
BLE, Wi-Fi, Zigbee, Thread, LoRaWAN, NB-IoT, and LTE-M for flexible range and battery life.
Intelligent gateways
Edge processing and local automation without cloud dependency, minimizing latency and bandwidth.
Cloud-agnostic platform
Deployable on AWS, Azure, GCP, or on-premises; MQTT, REST, and webhook integrations for seamless data flow.
Turnkey deployments
From pilot to scale—sensor procurement, firmware, mobile apps, dashboards, and 24/7 operations support.
Real-time expectations
Users expect instant alerts and dashboards, but legacy data pipelines introduce hours of latency
Our Solution
Approach
Sensor Tier & Integration
Our sensor tier integrates diverse sensing technologies—including motion, audio, vision, environmental, and biomedical sensors—into a unified system architecture. We ensure seamless sensor fusion, precise synchronization, cloud intelligence layers.
Sensor selection
- Standard off-the-shelf sensors (Bosch, SenseAir, Vaisala) or custom biomarkers and proprietary sensors.
Calibration & data quality
- Factory calibration and continuous self-tests to ensure accuracy; drift detection and remediation.
Sensor interfaces
- I²C, SPI, UART, ADC, 1-Wire, Modbus, and custom protocols bridged to a unified data model
Connectivity Stack
Connectivity Stack Architecture
Our connectivity stack spans the device, gateway, and backhaul layers, supporting short-range, low-power technologies such as BLE 5.x, Wi-Fi 6, Zigbee, and Thread/Matter, alongside wide-area options including LoRaWAN, NB-IoT, LTE-M, and cellular 4G/5G. Hybrid network architectures and dual-radio designs with automatic failover ensure resilient connectivity in RF-challenged environments. Secure, zero-touch provisioning with certificate-based authentication protects devices from spoofing and enables trusted, scalable deployments.
Edge Intelligence & Gateways
Edge Intelligence & Gateway Architecture
Our edge gateways perform real-time local processing using platforms such as Zephyr, Yocto, and Docker to enable analytics, anomaly detection, and on-device automation. Flexible rules engines support immediate, event-driven actions, while offline-capable operation ensures all critical logic runs locally with the cloud used only for non-real-time functions like logging and analytics. Secure over-the-air updates keep gateway and sensor firmware and logic continuously up to date without user intervention.
Cloud Platform & Analytics
Cloud Platform, Data Management, and Advanced Analytics
Our cloud platform leverages optimized time-series databases like InfluxDB, TimescaleDB, or proprietary backends to efficiently store billions of sensor readings. Real-time dashboards provide live KPIs, historical trends, and anomaly visualization, while integrated ML analytics enable predictive insights such as fault detection, demand forecasting, and energy optimization
Security & Compliance
Data Security and Regulatory Compliance
Our security and compliance framework ensures end-to-end protection with TLS for cloud communication, DTLS for constrained devices, and symmetric encryption for data at rest. Role-based access control, audit logs, and multi-tenant isolation safeguard system access while adherence to regulations such as HIPAA, ISO 27001, and GDPR ensures industry-specific compliance
Use Cases & Applications
Akhila Labs supports a wide spectrum of healthcare and wellness applications:
Smart buildings
Occupancy, temperature, humidity, air quality, and energy monitoring for HVAC optimization, space utilization, and wellness.
Smart cities
Parking availability, traffic flow, air quality, noise levels, and public safetysensors informing urban planning and emergency response.
Factory & manufacturing
Equipment vibration, temperature, pressure, and energy monitoring for predictive maintenance and process optimization.
Healthcare facilities
Patient monitoring (beds, vital signs), environmental controls, asset tracking, and infection control compliance.
Continuous Glucose Monitoring (CGM) Ecosystems
Equipment vibration, temperature, pressure, and energy monitoring for and process optimization.
Cold chain & logistics
Temperature, humidity, and vibration tracking during storage and transport of pharmaceuticals, food, and electronics
Smart agriculture
Soil moisture, nutrient levels, weather, and pest sensors guiding irrigation and pesticide use for crop optimization.
Disaster response
Distributed sensors detecting flooding, earthquakes, and air quality, enabling rapid emergency response.
Utilities & water systems
Grid voltage/frequency, transformer temperature, water quality, and flow metering for reliability and conservation.
Clinical Trials & Digital Biomarkers
Multi‑modal patches and sensor kits that capture continuous biometrics and behavioral data for decentralized trials.
Technologies & Tool
Sensors & Hardware
Bosch BME, SenseAir K30, Vaisala, Omron, Digi, Advantech, custom PCB and sensor
Wireless & Connectivity
BLE 5.x, Wi-Fi 6, Zigbee, Thread/Matter, LoRaWAN, NB-IoT, LTE-M, 4G/5G
Gateways & Edge Platforms
Raspberry Pi, NVIDIA Jetson, NXP i.MX, Linux containers (Docker), Yocto/Pok
Cloud Platforms
AWS IoT Core, Azure IoT Hub, GCP Cloud IoT, InfluxCloud, Mosquitto MQTT broker
Analytics & Dashboards
Grafana, InfluxDB, Kubernetes, TensorFlow, Python pandas/scikit-learn, custom web UIs
Integration & APIs
REST, GraphQL, MQTT, Webhooks, Zapier, IFTTT, OPC-UA/Modbus bridge
Frequently Asked Questions
At Akhila Labs, embedded engineering is the foundation of everything we build. We go beyond writing firmware that runs on hardware—we engineer systems that extract maximum performance, reliability, and efficiency from the silicon itself.
Can you integrate LiDAR, cameras, and other sensors for autonomous navigation?
Yes. We design sensor fusion pipelines using EKF/UKF, implement SLAM for GPS-deniedenvironments, and integrate multiple sensor modalities (LiDAR, RGB, depth, radar) for robustautonomous navigation.
How do you test autonomous drone behavior before real-world deployment?
We use simulation-first development with PX4 SITL/HITL in Gazebo/Ignition for virtualenvironments, hardware-in-the-loop rigs, and staged field trials with progressive autonomylevels
Subscribe to the Akhila Labs Newsletter
Get the latest insights on AI, IoT systems, embedded engineering, and product innovation — straight to your inbox.
Join our community to receive updates on new solutions, case studies, and exclusive announcements.