The device owns local safety.
Loss of cloud, broker, DNS, cellular, or dashboards must not turn supported equipment into an undefined state.
About Frame Analytics
Infrastructure thinking for the physical world.
Frame Analytics Group, LLC builds connected systems from the edge device through deployment, operations, control workflows, and the analysis operators use to make decisions.
EDGE
PLATFORM
OPERATIONS
Why the company exists
The missing work is usually between the boxes.
Sensors are easy to buy. Dashboards are easy to mock up. A dependable system is the integration and operational discipline between them.
Frame Analytics was formed around a practical observation: small Linux computers, cellular modems, modern messaging, and mature infrastructure tooling make it possible to build useful connected devices at a cost and scale that once required a large hardware organization.
That does not make the engineering trivial. Field power, antennas, modem behavior, equipment interfaces, credentials, stale data, duplicate commands, local fail-safe behavior, deployment, observability, and recovery remain stubbornly real. We treat those concerns as the product rather than administrative debris around it.
The result is a local-first, customer-specific approach. The Controller is adapted to the equipment. The platform is adapted to the operational workflow. The Analytics Engine is adapted to the measures and decisions that matter. Reusable infrastructure reduces waste, but it does not dictate the customer’s problem back to them.
Build the complete path from a physical signal to an informed, bounded action—and make every state in between visible.
Operating principles
Things we refuse to hand-wave.
These principles govern architecture, prototypes, deployment, and support. They are less exciting than a product launch and considerably more useful at 2:00 a.m.
Transport is not physical proof.
Queued, delivered, accepted, executed, and physically verified are distinct facts and should remain distinct in the interface.
Every identity gets only what it needs.
Controllers, publishers, operators, services, and public demos receive separate credentials and bounded permissions.
Failure handling is designed before launch.
Logs, health, backups, replacement, certificate rotation, rollback, and offline recovery belong in the deployment plan.
Show operators what the system actually knows.
Data age, source, confidence, command state, and relevant history matter more than a suspiciously cheerful green tile.
Use the simplest mechanism that solves the real problem.
Deterministic rules beat fashionable AI where the decision is explicit. Custom work is justified where generic products fail.
Engineering background
Built from infrastructure outward.
Frame Analytics brings more than fifteen years of DevOps and infrastructure experience to systems that must bridge Linux, networks, messaging, applications, containers, field devices, and real operators.
- Linux and embedded systems
- Containers, CI/CD, observability, and recovery
- Messaging, APIs, identity, and integration
- Customer-specific software and operating documentation
$ frame whoami
company Frame Analytics Group, LLC
location San Luis Obispo, California
focus custom IoT + remote control + analytics
approach local-first / production-shaped
deployment Docker / external configuration
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Work with us
Bring the equipment diagram and the ugly constraints.
We are most useful when the system crosses boundaries: hardware and software, field and platform, legacy and modern, data and physical action.