Disconnected suppliers
Hardware, connectivity and software decisions can be made separately, leaving gaps at the interfaces.
End-to-end IoT product development
Custom IoT Engineering
From connected hardware and embedded systems to cloud platforms and operational software, T2K designs complete IoT systems around real-world requirements.
The engineering problem
The hardest work often sits between components.
A device can work on a bench while the wider operation still fails. Field conditions, connectivity, data quality, user workflow and existing systems all affect whether the finished solution is useful.
Unclear field constraints
Power, mounting, signal, environment and handling can change what is practical outside the workshop.
Technology before outcome
Starting with a preferred component can obscure the operational question the system must answer.
IoT engineering capability
Engineering across the complete device-to-cloud path.
The exact combination is agreed for each engagement. Not every IoT product needs every layer.
IoT requirements and architecture
Define users, operational flows, constraints, security boundaries, interfaces, acceptance criteria and an appropriate IoT system architecture.
IoT hardware development
Explore electronics, sensors, enclosures, mounting, power, physical installation and focused prototypes for the intended environment.
Firmware and edge behaviour
Define device identity, sensing, local logic, power behaviour, offline storage, updates and the software running on connected hardware.
Connectivity and device communications
Select and integrate appropriate cellular, Wi-Fi, short-range or low-power communications, including behaviour during service interruptions.
IoT software and infrastructure
Build device services, telemetry pipelines, cloud infrastructure, APIs, integrations, dashboards and operational applications.
System integration, testing and deployment
Connect the technical layers, test important assumptions, prepare deployment and refine the system against evidence from realistic use.
Engagement path
Structured enough to manage risk. Flexible enough to learn.
Frame the problem
Understand the operation, people, environment, dependencies and reason for change.
Agree success
Turn the need into explicit requirements, boundaries and review criteria.
Shape the approach
Explore options, trade-offs and the interfaces between technical layers.
Prototype key risks
Test uncertain assumptions before committing to unnecessary implementation.
Build in stages
Deliver reviewable increments and maintain a shared view of decisions and changes.
Validate in context
Review performance against the agreed use case and define any next iteration.
Possible engagement shapes
Focused support or a joined-up build.
An engagement may begin with feasibility, a prototype or a defined integration. Where appropriate, it can extend into a broader connected product or operational platform.
Feasibility and discovery
Clarify the problem, assess key risks and outline a credible technical route.
Prototype or pilot
Create enough of the system to test important assumptions with representative users or conditions.
Integrated product build
Develop agreed hardware, data and software elements as a coordinated system.
Existing-system improvement
Address a defined interface, workflow, visibility or reliability problem within an established operation.
IoT engineering insights
Explore the decisions behind the system.
Detailed engineering articles connect individual project stages with the requirements and trade-offs that shape them.
Start with the operation, not the IoT device
Define the operational need before selecting a device, network or platform.
Read article →How to choose connectivity for an IoT product
Compare communications options using coverage, power, data and offline behaviour.
Read article →Prototype the uncertainty
Use the smallest credible experiment to answer the most expensive question.
Read article →Bring us the problem before the specification.
We can start by clarifying the operation, constraints and outcome, then decide whether a custom engineering engagement is appropriate.