Back to home
Industry · Hardware & IoT Design + AI for connected devices, IoT, consumer hardware

The hardware is the easy part. We ship the software around it.

Great hardware ships with software that lets it down — a companion app that reviewers hate, a dashboard nobody uses, warranty support that drowns a small team. We design and build the digital surfaces around your device — companion apps, telemetry, firmware ops, support AI — with the same 30-day sprint discipline.

What's broken

The hardware works. The app is one-star. Reviewers roast the pairing flow. Support hires can't keep up with warranty triage. Fleet telemetry sits in a Grafana instance three people use. And every product decision waits on data nobody has time to pull.

What we ship

  • Companion mobile app (iOS + Android · Flutter or native)
  • Onboarding + pairing flow · designed properly
  • Fleet telemetry + anomaly dashboard for ops
  • Firmware-aware AI support agent
  • Warranty / RMA triage agent (photo, serial, logs)
  • In-product AI features (voice, vision, personalisation)
  • Admin console for CS / ops / QA

Typical wins

  • Companion app 3.7★ → 4.5★+
  • Support ticket volume down 40–60%
  • Warranty triage time cut from days → minutes
  • Anomaly-detection catch rate up 4–8×
  • App onboarding drop-off cut by half

Why the software is the bottleneck for hardware companies

Hardware teams are excellent at hardware. They ship the physical product, they optimise the BOM, they run the manufacturing line. What tends to lag — because the discipline is different — is the software surface: the mobile app that owns the customer experience, the ops dashboard that keeps the fleet healthy, and the support tools that keep CS margins alive at scale.

You don't need a 50-person software team to fix it. You need a product studio that ships design + AI + full-stack build with the same 30-day sprint discipline you bring to a hardware revision.

A hardware company's stock rises or falls on its app-store rating. The physical product is table stakes — the software is the loyalty engine.

The seven surfaces we build for hardware companies

  1. Companion mobile app. Flutter or native — pairing that just works, live device state, control surfaces designed for one-handed use, notifications tuned to what a customer actually needs to know.
  2. Onboarding + first-run. The single highest-leverage screen a hardware company ships. We UX-research the pairing flow with real customers before we redesign it — activation rates typically jump 20–35%.
  3. Fleet telemetry dashboard. MQTT / BLE / cellular ingestion into a real dashboard your ops team uses daily — uptime, error rates, firmware distribution, geographic heatmaps.
  4. Anomaly detection + predictive maintenance. AI that reads your telemetry, spots the pattern before the customer files the ticket, and files an internal alert first. Catches issues 4–8× more consistently than threshold-based alerting.
  5. AI support agent. Trained on your firmware release notes, docs, and known-issue catalogue. Firmware-aware means it can say "your device is on 2.1.4 — the fix is in 2.1.5, updating now" instead of a generic Zendesk macro.
  6. Warranty / RMA triage. Customer submits a photo, serial and short description. AI classifies against your RMA policy, pulls the device's telemetry, and produces a verdict — approve, replace, repair — for a human to review in seconds instead of minutes.
  7. In-product AI features. Voice, vision, personalisation, semantic search — the AI features hardware customers now expect. Shipped into your existing app codebase, not tacked on as a separate product.

What we don't do

We don't do firmware. We don't design PCBs, injection moulds, or the physical product. We don't run your factory. We take the hardware you've already built and ship the digital surfaces around it — design, apps, dashboards, AI, ops tooling — with senior teams and a 30-day sprint.

Who this is for


If your hardware ships but the software around it hasn't caught up, book a 30-minute audit. We'll come with a shortlist of the highest-leverage plays — app, telemetry, support AI, or all three.