Operations R&D · Part of Slash GroupHardware, software, and automation — designed to be owned by the people who depend on them. Not just the team that built them.
Starting something new? We design against decay from day one. See how
Hardware
Field devices built for the engineer who maintains them — not just the team that installs them.
The problem
Most operational technology is built to launch — not to last. The system works at delivery. Then the team moves on, the documentation fades, and the operation quietly becomes dependent on people and workarounds it was never designed to need.
Operational decay is preventable — if ownership is treated as a design constraint from the start, not a consideration for the handover meeting.
Industrial & utilities
Your team inherited a system nobody fully understands. It works — until it doesn't. And when it doesn't, you find out who actually knows how to fix it.
Environmental & government
Your workflow produces the right outputs — held together by the right people doing the right manual steps. One departure away from a problem you can't explain to your board.
IoT & scale-ups
You've built something that works. The engineer who built it knows every corner of it. The question isn't whether it scales — it's whether the knowledge does.
What we build
Operational decay shows up differently depending on the medium. The deterioration is the same — the fix requires understanding all three.
HardwareField devices and sensors deployed by the build team — calibrated once, documented loosely, left with an operations team who didn't design the system. We build for the engineer who maintains it, not just the one who installs it.
SoftwareA platform built to spec and handed over. The original developers move on. Updates stack up. One dependency breaks and nobody knows where to start. We build so your team can make changes without calling us.
AutomationAutomated workflows built around one person's understanding of the operation. When something behaves unexpectedly, there's no runbook — just the person who built it, if they're still there. We design automation your team can own.
Field notes
Operational notes from flood monitoring installations, data brokering systems, and telemetry platforms. Each one ties back to commissioning, calibration, and the artifacts that keep systems running.
End-to-end telemetry system across remote flood monitoring sites. On-site commissioning, sensor calibration, and a unified data broker normalising inputs across agencies.
Read the field note →
Python/FastAPI backend with MQTT ingestion. Deployed across multiple sites with real-time dashboards and alerting. Stable operations sustained post-handover without vendor intervention.
Read the field note →Most distributed systems aren't designed to fail. They're designed to launch. The cost of that distinction accumulates quietly, over months, in the teams left running something that was never built to be operated.
Engagements
Most clients come to us with a problem, not a brief. These are structured starting points — not fixed packages.
Phases 1–2
Map your constraints, risks, and decision gates before spending money on a build.
Phases 2–4
Prove the approach works in real conditions before committing to full investment.
Phases 4–6
The full build — designed to scale and keep running without calling us.
Phase 7
Ongoing support so nothing falls through the cracks as your operation grows.
Starting something new and want to design for ownership from the start? Every engagement works from either direction.
Next steps
We'll tell you what it would take to fix it. No pitch. No obligation. Just a clear assessment of where the risk sits and what good ownership looks like for your system.
