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background:rgba(96,165,250,0.12); border:1px solid rgba(96,165,250,0.45); box-shadow:0 10px 24px rgba(0,0,0,0.24); } </style></head><body> <header class="site-header"> <div class="nav-shell"> <a aria-label='RobotOps home' class='nav-brand' href='/'> <div class="nav-mark">R</div> <span>RobotOps</span> </a> <nav class="main-nav" aria-label="Primary navigation"> <a class='nav-link' href='/how-it-works'>How it works</a> <a class='nav-link' href='/why-robotops'>Why RobotOps</a> <a class="nav-link" href="/use-cases/">Use cases</a> <a class='nav-link' href='/integrations'>Integrations</a> <a class='nav-link' href='/architecture'>Architecture</a> <a class='nav-link' href='/developers'>Developers</a> <a class='nav-link' href='/alerts'>Alerts</a> <a class='nav-link' href='/blog'>Blog</a> <a class='nav-link' href='/success'>Success stories</a> <a class='nav-link nav-cta' href='/contact'>Book a demo</a> </nav> </div> </header> <main class="wrap"> <div class="breadcrumb"><a href="/use-cases/">Use Case Library</a> / Mining & Heavy Industry</div> <h1>Mining & Heavy Industry</h1> <p class="lede">Predict failures, prevent hot-event stoppages, and raise tons/hour with explainable, closed-loop actions across mixed fleets.</p> <div class="subnav" id="subnav"><a href="#pain">Pain points</a><a href="#ingest">Signals</a><a href="#actions">Actions</a><a href="#impact">Impact</a><a href="#sim">Live sim</a></div> <section class="two" id="pain" style="margin-top:14px"> <div class="card"> <div class="chip warn"><span class="dot"></span>Common challenges</div> <h2>Industry pain points</h2> <ul> <li>Haul-road bottlenecks; pit entry/exit slow-downs.</li> <li>Hot tire/engine events and unplanned stops.</li> <li>Shift-change spikes; fatigue-related anomalies.</li> <li>Mixed telemetry vendors and siloed dashboards.</li> </ul> </div> <div class="card"> <div class="statgrid"> <div class="stat"><div class="k">+5%</div><div class="t">Tons / hr</div></div> <div class="stat"><div class="k">-30%</div><div class="t">Unscheduled stops</div></div> <div class="stat"><div class="k">+11%</div><div class="t">Availability</div></div> </div> <div class="trend" style="margin-top:10px">Hot-event trend (placeholder)</div> </div> </section> <section class="two" id="ingest" style="margin-top:14px"> <div class="card"> <div class="chip"><span class="dot" style="background:var(--accent)"></span>Data fabric</div> <h2>Signals we ingest</h2> <ul> <li>Fleet CAN telemetry (engine load/temp, pressure, RPM).</li> <li>Payload cycles, tire temps/pressures, haul speeds.</li> <li>Geofences, camera/ADS detections, queueing time.</li> </ul> </div> <div class="card"> <h3>Connect & deploy</h3> <ul> <li>OPC UA, REST, MQTT; cloud or ruggedized edge.</li> <li>Explainable alerts for safety & maintenance review.</li> </ul> <div class="cta-row"><a class='btn' href='/integrations'>See integrations</a><a class='btn' href='/rules'>Rules engine</a></div> </div> </section> <section class="two" id="actions" style="margin-top:14px"> <div class="card"> <div class="chip good"><span class="dot"></span>Closed-loop ops</div> <h2>Actions & automations</h2> <ul> <li>Slow-zone & reroute automations by slope/condition risk.</li> <li>Maintenance dispatch on predicted hot events.</li> <li>Charge/fuel windows by shift & utilization.</li> <li>Pit-entry throttling to prevent queue spikes.</li> </ul> <div class="cta-row"><a class='btn' href='/alerts'>View alerts demo</a><a class='btn primary' href='/roi'>Run ROI calculator</a></div> </div> <div class="card"><h3>Explainability example</h3><p class="lede">Unplanned stop risk (haul 3→crusher). <b>Why:</b> tire temp ↑, engine load ↑, slope > threshold, queue at shovel. <b>Action:</b> slow-zone + reroute + tech dispatch.</p><div class="trend">Saliency bars (placeholder)</div></div> </section> <section class="two" id="impact" style="margin-top:14px"> <div class="card"> <div class="chip good"><span class="dot"></span>Modeled impact</div> <h2>Business impact</h2> <ul> <li>Higher production stability and fewer hot-event halts.</li> <li>Longer tire/engine life; fewer emergency repairs.</li> <li>Safer operations with auditable context.</li> </ul> </div> <div class="card"> <div class="statgrid"><div class="stat"><div class="k">+4–8%</div><div class="t">Tons/hr</div></div><div class="stat"><div class="k">-20–35%</div><div class="t">Stops</div></div><div class="stat"><div class="k">-15%</div><div class="t">Hot events</div></div></div> <div class="cta-row"><a class='btn' href='/dashboard'>Open dashboard</a><a class='btn primary' href='/pilot'>Start a 4-week pilot</a></div> </div> </section> <section id="sim" class="card" style="margin-top:14px"> <h2>Live simulation (illustrative)</h2> <div style="display:grid;grid-template-columns:1fr 1fr;gap:12px"> <div class="statgrid"><div class="stat"><div class="k">92.3%</div><div class="t">Avail.</div></div><div class="stat"><div class="k">18</div><div class="t">Active trucks</div></div><div class="stat"><div class="k">3</div><div class="t">Active alerts</div></div></div> <div class="trend">Risk index trend (placeholder)</div> </div> </section> <div class="cta-row" style="margin-top:14px"><a class="btn" href="/use-cases/">← Back to library</a><a class='btn primary' href='/pilot'>Request Pilot</a></div> </main> <footer class="wrap"><div class="footgrid"><div>© 2025 RobotOps</div><div class="footlinks"><a href='/contact'>Contact</a><a href='/pilot'>Request Pilot</a><a href='/roi'>ROI Calculator</a><a href='/privacy'>Privacy</a></div></div></footer> <script> if(location.pathname.startsWith('/use-cases')){document.querySelectorAll('header nav a').forEach(a=>{if(a.textContent.trim()==='Use Cases')a.classList.add('active')})} const links=[...document.querySelectorAll('.subnav a')],secs=links.map(a=>document.querySelector(a.getAttribute('href')));function act(){let i=secs.findLastIndex(s=>s.getBoundingClientRect().top<=96);if(i<0)i=0;links.forEach(l=>l.classList.remove('active'));links[i]?.classList.add('active')}document.addEventListener('scroll',act,{passive:true});act(); 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