The device and connectivity decisions that are expensive to reverse later.
Hardware and connectivity choices made without a data architecture plan tend to get expensive once devices are already in the field. We design the device, connectivity, and data strategy before procurement, not after.
Evaluation of device and sensor options against your environment, power constraints, and budget.
Choosing between cellular, Wi-Fi, LoRaWAN, or other protocols based on range, power, and reliability needs.
Design for how device data is ingested, processed, and stored at the scale you're actually planning for.
Device authentication, encrypted transport, and access control designed in from the start.
Map the physical environment, connectivity constraints, and the data the product actually needs to collect.
Device, connectivity, and data architecture designed together, with tradeoffs made explicit.
Small-scale pilot deployment to validate connectivity and data assumptions before full rollout.
Final architecture and hardware recommendations documented for procurement and deployment.
Device, connectivity, and data architecture documented for engineering and procurement teams.
Evaluated device and connectivity options with reasoning, not just a vendor referral.
Results from a small-scale pilot validating the architecture before full deployment.
Documented security requirements for device authentication and data transport.
First conversation is free. Describe the product: we'll walk through the architecture decisions with you first.
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