{"head":{"title":"EnerWise - Whole-Home Energy & Smart Device Mobile App","description":"Built an iOS and Android app that ingests live device-level consumption from a circuit-clamp IoT sensor network, surfaces AI insights and runs…","canonical":"https://oceanlab.in/case-studies/enerwise"},"study":{"slug":"enerwise","industry":"energy","projectType":"Home energy monitor","country":"au","tags":["energy","iot","mobile","ai"],"compliances":["ISO 27001","Australian Privacy Act","IEC 62443"],"cover":{"src":"/enerwise-1.png","width":1218,"height":844},"gallery":[{"src":"/enerwise-1.png","width":1218,"height":844}]},"publishedDate":"2026-09-25","contentByLang":{"en":{"client":"EnerWise","clientLocation":"Australia","category":"Energy / IoT","duration":"Phase 1 (12 Weeks)","title":"EnerWise - Whole-Home Energy & Smart Device Mobile App","tagline":"AI-Native Home Energy Insight & Control","description":"Built an iOS and Android app that ingests live device-level consumption from a circuit-clamp IoT sensor network, surfaces AI insights and runs smart-control automations across appliances - shipped from clickable AI prototype to App Store in 12 weeks.","scope":"AI Prototyping, UI/UX Design, IoT Firmware Integration, Mobile Development and Delivery","industry":"Energy / Smart Home","timeline":"12 Weeks","impacts":[{"value":"12 Weeks","label":"Prototype to App Store","description":"2 weeks scope, 2 weeks clickable AI prototype, 8 weeks production build with IoT integration."},{"value":"Per-device","label":"Live consumption","description":"Circuit-clamp IoT sensors stream per-appliance consumption (AC, fridge, lights, water heater) in real time."},{"value":"−18%","label":"Average savings","description":"AI insights and smart controls cut average household energy spend by 18% week-over-week."},{"value":"Smart Control","label":"One-tap automations","description":"Quick-control toggles for high-draw devices plus tariff-aware scheduling."}],"problemShort":"EnerWise's customers had a smart meter and a vague monthly bill - but no idea which appliances were driving their costs, when their AC was over-running, or how to actually cut spend without changing behaviour blind.","solutionShort":"We delivered a single mobile app that pairs with circuit-clamp IoT sensors, attributes consumption to each appliance, surfaces actionable AI insights, and lets users control devices and schedules from one screen - validated through a clickable AI prototype before any firmware integration.","challengesHeading":"The Challenge: A Bill Without Context","challengesIntro":"Smart meters tell you the total - they don't tell you why. EnerWise's users needed device-level insight to actually change behaviour.","challenges":[{"title":"No Device-Level Visibility","description":"Smart meters reported aggregate usage. Users could not see which appliance was driving spikes or running outside its schedule."},{"title":"Insights That Demand Action","description":"Static charts don't change behaviour. Users needed AI insights that named the cause and suggested a one-tap fix."},{"title":"Hardware Onboarding","description":"Circuit-clamp sensors had to be paired and commissioned by non-technical residents. Onboarding had to be foolproof."},{"title":"Tariff-Aware Scheduling","description":"Australian tariff windows shift hourly. Smart-control automations had to respect tariffs, solar export and battery state."}],"approachHeading":"Our Approach: 3 Phases in 12 Weeks","approach":[{"number":"01","title":"Discovery & Scope","description":"Weeks 1–2: embedded with EnerWise's hardware, product and field teams. Mapped every flow from sensor pairing to daily insight to smart-control automation."},{"number":"02","title":"AI-Driven Clickable Prototype","description":"Weeks 3–4: built a fully interactive iOS and Android prototype with mocked sensor telemetry and AI insights, so the team could click through every flow before any firmware integration."},{"number":"03","title":"Production Build & Launch","description":"Weeks 5–12: shipped the production app for iOS and Android with live device telemetry, OTA sensor updates, AI insight engine, smart-control automations, and tariff-aware scheduling."}],"whyItWorksHeading":"Why It Works: Outcome-Based Differentiation","whyItWorks":[{"title":"Speed to Value","description":"Most consumer energy apps take 9–18 months to ship to App Store. We delivered a clickable AI prototype in 4 weeks and a production app in 12, including IoT firmware integration."},{"title":"AI-First Prototyping","description":"Every flow - sensor pairing, insight delivery, smart-control automation - was validated in the prototype before any firmware touched a real circuit-clamp."},{"title":"Single Accountable Team","description":"Design, AI prototyping, IoT integration, mobile engineering and DevOps under one roof - no handoff between an app studio and a hardware integrator."},{"title":"Outcome-Based Engagement","description":"EnerWise paid for milestones and live functionality, not hours. Our incentives were tied directly to shipping an app that homeowners actually opened daily."}]},"es":{"client":"EnerWise","clientLocation":"Australia","category":"Energía / IoT","duration":"Fase 1 (12 Semanas)","title":"EnerWise - App Móvil de Energía y Dispositivos Inteligentes para Toda la Casa","tagline":"Insight y Control Energético Doméstico AI-Native","description":"Construimos una app iOS y Android que ingiere consumo en vivo a nivel de dispositivo desde una red de sensores IoT de pinza de circuito, expone insights de IA y ejecuta automatizaciones de control inteligente entre electrodomésticos - entregada de prototipo a App Store en 12 semanas.","scope":"Prototipado con IA, Diseño UI/UX, Integración de Firmware IoT, Desarrollo Móvil y Entrega","industry":"Energía / Hogar Inteligente","timeline":"12 Semanas","impacts":[{"value":"12 Semanas","label":"Prototipo a App Store","description":"2 semanas de alcance, 2 semanas de prototipo con IA, 8 semanas de construcción con integración IoT."},{"value":"Por dispositivo","label":"Consumo en vivo","description":"Sensores IoT de pinza transmiten consumo por electrodoméstico (AC, frigorífico, luces, calentador) en tiempo real."},{"value":"−18%","label":"Ahorro promedio","description":"Insights de IA y controles inteligentes recortan el gasto energético del hogar en 18% semana a semana."},{"value":"Control Inteligente","label":"Automatizaciones de un toque","description":"Toggles de control rápido para dispositivos de alto consumo más programación según tarifa."}],"problemShort":"Los clientes de EnerWise tenían un medidor inteligente y una factura mensual vaga - pero ninguna idea de qué electrodomésticos impulsaban sus costes, cuándo su AC se sobre-ejecutaba, o cómo recortar gasto.","solutionShort":"Entregamos una única app móvil que se empareja con sensores IoT de pinza, atribuye consumo a cada electrodoméstico, expone insights de IA accionables y permite controlar dispositivos y horarios desde una pantalla - validado mediante prototipo clickable con IA antes de la integración de firmware.","challengesHeading":"El Desafío: Una Factura Sin Contexto","challengesIntro":"Los medidores inteligentes te dicen el total - no te dicen por qué. Los usuarios de EnerWise necesitaban insight a nivel de dispositivo para cambiar comportamiento.","challenges":[{"title":"Sin Visibilidad por Dispositivo","description":"Los medidores inteligentes reportaban uso agregado. Los usuarios no podían ver qué electrodoméstico impulsaba picos."},{"title":"Insights Que Demandan Acción","description":"Los gráficos estáticos no cambian comportamiento. Los usuarios necesitaban insights de IA que nombraran la causa y sugirieran un fix de un toque."},{"title":"Onboarding de Hardware","description":"Los sensores de pinza tenían que ser emparejados y comisionados por residentes no técnicos. El onboarding tenía que ser a prueba de fallos."},{"title":"Programación Según Tarifa","description":"Las ventanas tarifarias australianas cambian cada hora. Las automatizaciones de control inteligente tenían que respetar tarifas, exportación solar y estado de batería."}],"approachHeading":"Nuestro Enfoque: 3 Fases en 12 Semanas","approach":[{"number":"01","title":"Descubrimiento y Alcance","description":"Semanas 1–2: integración con los equipos de hardware, producto y campo de EnerWise. Mapeo de cada flujo desde emparejamiento hasta automatización."},{"number":"02","title":"Prototipo Clickable con IA","description":"Semanas 3–4: construimos un prototipo iOS y Android totalmente interactivo con telemetría de sensores simulada e insights de IA."},{"number":"03","title":"Construcción y Lanzamiento","description":"Semanas 5–12: entregamos la app de producción para iOS y Android con telemetría en vivo, actualizaciones OTA de sensores, motor de insights con IA, automatizaciones de control inteligente y programación según tarifa."}],"whyItWorksHeading":"Por Qué Funciona: Diferenciación Basada en Resultados","whyItWorks":[{"title":"Velocidad al Valor","description":"La mayoría de apps de energía de consumidor tardan 9–18 meses en App Store. Entregamos un prototipo en 4 semanas y una app de producción en 12, incluida la integración de firmware IoT."},{"title":"Prototipado AI-First","description":"Cada flujo se validó en el prototipo antes de que cualquier firmware tocara una pinza de circuito real."},{"title":"Equipo Único Responsable","description":"Diseño, prototipado con IA, integración IoT, ingeniería móvil y DevOps bajo un mismo techo."},{"title":"Compromiso Basado en Resultados","description":"EnerWise pagó por hitos y funcionalidad en vivo, no por horas."}]},"fr":{"client":"EnerWise","clientLocation":"Australie","category":"Énergie / IoT","duration":"Phase 1 (12 Semaines)","title":"EnerWise - App Mobile d'Énergie et Appareils Connectés pour Toute la Maison","tagline":"Insight et Contrôle Énergétique Domestique AI-Native","description":"App iOS et Android qui ingère la consommation par appareil depuis un réseau de capteurs IoT à pince, expose des insights IA et exécute des automatisations de contrôle intelligent.","scope":"Prototypage IA, Design UI/UX, Intégration Firmware IoT, Développement Mobile et Livraison","industry":"Énergie / Maison Connectée","timeline":"12 Semaines","impacts":[{"value":"12 Semaines","label":"Prototype à l'App Store","description":"2 semaines de cadrage, 2 semaines de prototype IA, 8 semaines de build avec intégration IoT."},{"value":"Par appareil","label":"Consommation live","description":"Capteurs IoT à pince streament la consommation par appareil (clim, frigo, lumières, chauffe-eau) en temps réel."},{"value":"−18%","label":"Économies moyennes","description":"Insights IA et contrôles intelligents réduisent la dépense énergétique foyer de 18% semaine sur semaine."},{"value":"Smart Control","label":"Automatisations en un toucher","description":"Toggles rapides pour appareils énergivores et planification selon tarif."}],"problemShort":"Les clients de EnerWise avaient un compteur intelligent et une facture mensuelle vague - mais aucune idée des appareils qui pesaient, ni de quand leur clim tournait trop.","solutionShort":"Une seule app mobile qui s'appaire avec les capteurs IoT à pince, attribue la consommation à chaque appareil, expose des insights IA actionnables et permet de contrôler appareils et planning depuis un seul écran.","challengesHeading":"Le Défi : Une Facture Sans Contexte","challengesIntro":"Les compteurs intelligents donnent le total - pas le pourquoi.","challenges":[{"title":"Pas de Visibilité par Appareil","description":"Les compteurs intelligents reportaient l'usage agrégé. Impossible de voir quel appareil causait les pics."},{"title":"Insights Qui Demandent l'Action","description":"Les graphiques statiques ne changent pas le comportement. Les utilisateurs voulaient des insights IA qui nomment la cause."},{"title":"Onboarding Hardware","description":"Les capteurs à pince devaient être appairés et commissionnés par des résidents non-techniques."},{"title":"Planification Selon Tarif","description":"Les fenêtres tarifaires australiennes changent toutes les heures. Les automatisations devaient respecter tarifs, export solaire et état batterie."}],"approachHeading":"Notre Approche : 3 Phases en 12 Semaines","approach":[{"number":"01","title":"Découverte et Cadrage","description":"Semaines 1–2 : intégration avec les équipes hardware, produit et terrain de EnerWise."},{"number":"02","title":"Prototype Cliquable IA","description":"Semaines 3–4 : prototype iOS et Android totalement interactif avec télémétrie capteurs simulée et insights IA."},{"number":"03","title":"Build & Lancement","description":"Semaines 5–12 : app de production iOS et Android avec télémétrie live, OTA capteurs, moteur d'insights IA, automatisations smart-control et planification selon tarif."}],"whyItWorksHeading":"Pourquoi Ça Marche : Différenciation par Résultats","whyItWorks":[{"title":"Vitesse de Valeur","description":"Les apps grand public prennent 9–18 mois pour l'App Store. Prototype en 4 semaines, app de production en 12, intégration firmware IoT incluse."},{"title":"Prototypage AI-First","description":"Chaque flux validé dans le prototype avant tout firmware sur un vrai capteur."},{"title":"Équipe Unique Responsable","description":"Design, prototypage IA, intégration IoT, ingénierie mobile et DevOps sous un même toit."},{"title":"Engagement Basé sur les Résultats","description":"EnerWise a payé pour des jalons et de la fonctionnalité live."}]},"de":{"client":"EnerWise","clientLocation":"Australien","category":"Energie / IoT","duration":"Phase 1 (12 Wochen)","title":"EnerWise - Whole-Home-Energie- und Smart-Device-Mobile-App","tagline":"AI-Native Home-Energy-Insight und -Steuerung","description":"iOS- und Android-App, die Live-Verbrauch auf Geräteebene von einem IoT-Sensornetzwerk mit Stromzangen ingestiert.","scope":"KI-Prototyping, UI/UX-Design, IoT-Firmware-Integration, Mobile Development und Lieferung","industry":"Energie / Smart Home","timeline":"12 Wochen","impacts":[{"value":"12 Wochen","label":"Prototyp bis App Store","description":"2 Wochen Scoping, 2 Wochen KI-Prototyp, 8 Wochen Production Build mit IoT-Integration."},{"value":"Pro Gerät","label":"Live-Verbrauch","description":"Stromzangen-IoT-Sensoren streamen den Pro-Gerät-Verbrauch (AC, Kühlschrank, Lichter, Warmwasser) in Echtzeit."},{"value":"−18%","label":"Durchschnittliche Ersparnis","description":"KI-Insights und Smart-Controls reduzieren die Haushalt-Energie-Ausgaben um 18% Woche-zu-Woche."},{"value":"Smart Control","label":"Ein-Tap-Automatisierung","description":"Quick-Control-Toggles für stromhungrige Geräte plus tarifbewusstes Scheduling."}],"problemShort":"EnerWise-Kunden hatten einen Smart-Meter und eine vage monatliche Rechnung - aber keine Ahnung, welche Geräte ihre Kosten trieben.","solutionShort":"Eine einzige Mobile-App, die mit Stromzangen-IoT-Sensoren paart, Verbrauch jedem Gerät zuordnet, umsetzbare KI-Insights aufzeigt und Geräte und Pläne von einem Bildschirm steuert.","challengesHeading":"Die Herausforderung: Eine Rechnung ohne Kontext","challengesIntro":"Smart-Meter sagen den Gesamtwert - sie sagen nicht warum.","challenges":[{"title":"Keine Geräte-Sichtbarkeit","description":"Smart-Meter berichteten aggregierten Verbrauch. Nutzer konnten nicht sehen, welches Gerät Spitzen verursachte."},{"title":"Insights, die Aktion fordern","description":"Statische Charts ändern kein Verhalten. Nutzer wollten KI-Insights, die Ursache benennen."},{"title":"Hardware-Onboarding","description":"Stromzangen-Sensoren mussten von nicht-technischen Bewohnern gepaart und in Betrieb genommen werden."},{"title":"Tarifbewusstes Scheduling","description":"Australische Tarif-Fenster verschieben sich stündlich. Smart-Control-Automatisierungen mussten Tarife, Solareinspeisung und Batteriestatus respektieren."}],"approachHeading":"Unser Ansatz: 3 Phasen in 12 Wochen","approach":[{"number":"01","title":"Discovery & Scoping","description":"Wochen 1–2: eingebettet mit EnerWise-Hardware-, Produkt- und Field-Teams."},{"number":"02","title":"KI-Klickprototyp","description":"Wochen 3–4: voll interaktiver iOS- und Android-Prototyp mit gemockter Sensor-Telemetrie und KI-Insights."},{"number":"03","title":"Build & Launch","description":"Wochen 5–12: Produktions-App für iOS und Android mit Live-Geräte-Telemetrie, OTA-Sensor-Updates, KI-Insight-Engine, Smart-Control-Automatisierung und tarifbewusstem Scheduling."}],"whyItWorksHeading":"Warum es funktioniert: Ergebnisbasierte Differenzierung","whyItWorks":[{"title":"Time-to-Value","description":"Die meisten Consumer-Energie-Apps brauchen 9–18 Monate bis App Store. KI-Prototyp in 4 Wochen, Produktions-App in 12, IoT-Firmware-Integration inklusive."},{"title":"AI-First Prototyping","description":"Jeder Flow im Prototyp validiert, bevor jegliche Firmware eine echte Stromzange berührte."},{"title":"Ein verantwortliches Team","description":"Design, KI-Prototyping, IoT-Integration, Mobile-Engineering und DevOps unter einem Dach."},{"title":"Ergebnisbasiertes Engagement","description":"EnerWise zahlte für Meilensteine und Live-Funktionalität, nicht für Stunden."}]},"ru":{"client":"EnerWise","clientLocation":"Австралия","category":"Энергия / IoT","duration":"Фаза 1 (12 Недель)","title":"EnerWise - Whole-Home Energy и Smart-Device Mobile App","tagline":"AI-Native Home-Energy Insight и Контроль","description":"Приложение iOS и Android, которое принимает live-потребление по устройствам от IoT-сети токовых клещей, выдаёт AI-инсайты и запускает smart-control автоматизации.","scope":"AI-прототипирование, UI/UX-дизайн, IoT-Firmware-Интеграция, Mobile Development и Внедрение","industry":"Энергия / Smart Home","timeline":"12 Недель","impacts":[{"value":"12 Недель","label":"Прототип до App Store","description":"2 недели scope, 2 недели AI-прототипа, 8 недель сборки с IoT-интеграцией."},{"value":"По устройству","label":"Live-потребление","description":"IoT-сенсоры стримят потребление по приборам (AC, холодильник, свет, водонагрев) в реальном времени."},{"value":"−18%","label":"Средняя экономия","description":"AI-инсайты и smart-controls сокращают энергорасходы домохозяйства на 18% неделя к неделе."},{"value":"Smart Control","label":"Автоматизация в один тап","description":"Quick-control тогглы для энергоёмких устройств плюс tariff-aware расписание."}],"problemShort":"Клиенты EnerWise имели smart-meter и расплывчатый месячный счёт - но никакого понятия, какие приборы тянут расходы.","solutionShort":"Одно мобильное приложение, которое спаривается с IoT-сенсорами клещей, атрибутирует потребление каждому прибору и выдаёт actionable AI-инсайты.","challengesHeading":"Вызов: Счёт Без Контекста","challengesIntro":"Smart-meter говорит сумму - он не говорит почему.","challenges":[{"title":"Нет Видимости По Устройствам","description":"Smart-meter сообщал агрегированный расход. Пользователи не могли видеть какой прибор давал пик."},{"title":"Инсайты, Требующие Действия","description":"Статичные графики не меняют поведение."},{"title":"Хардварный Онбординг","description":"Сенсоры клещей должны были спариваться и комиссионироваться нетехническими жильцами."},{"title":"Тарифное Расписание","description":"Австралийские тарифные окна сдвигаются ежечасно. Smart-control должен был уважать тарифы, солнечный экспорт и состояние батареи."}],"approachHeading":"Наш Подход: 3 Фазы за 12 Недель","approach":[{"number":"01","title":"Discovery и Scoping","description":"Недели 1–2: погружение с хардвар-, продукт- и полевыми командами EnerWise."},{"number":"02","title":"Кликабельный AI-Прототип","description":"Недели 3–4: полностью интерактивный iOS/Android прототип с замоканной телеметрией и AI-инсайтами."},{"number":"03","title":"Сборка и Запуск","description":"Недели 5–12: продакшен-приложение iOS и Android с live-телеметрией, OTA-обновлениями сенсоров, AI-движком инсайтов, smart-control и tariff-aware расписанием."}],"whyItWorksHeading":"Почему Это Работает: Дифференциация по Результатам","whyItWorks":[{"title":"Скорость к Ценности","description":"Большинство потребительских energy-приложений занимают 9–18 месяцев. AI-прототип за 4 недели, продакшен за 12."},{"title":"AI-First Прототипирование","description":"Каждый поток проверен в прототипе до того как любое firmware коснулось реальной клещи."},{"title":"Одна Ответственная Команда","description":"Дизайн, AI-прототипирование, IoT-интеграция, mobile-инжиниринг и DevOps под одной крышей."},{"title":"Ангажемент по Результатам","description":"EnerWise платил за вехи и live-функциональность."}]},"nl":{"client":"EnerWise","clientLocation":"Australië","category":"Energie / IoT","duration":"Fase 1 (12 Weken)","title":"EnerWise - Whole-Home Energy & Smart Device Mobiele App","tagline":"AI-Native Home Energy Insight & Controle","description":"iOS- en Android-app die live verbruik op apparaatniveau ingest van een IoT-sensornetwerk met circuitklemmen.","scope":"AI-Prototyping, UI/UX-Ontwerp, IoT Firmware Integratie, Mobile Development en Levering","industry":"Energie / Smart Home","timeline":"12 Weken","impacts":[{"value":"12 Weken","label":"Prototype tot App Store","description":"2 weken scope, 2 weken AI-prototype, 8 weken productie-build met IoT-integratie."},{"value":"Per apparaat","label":"Live verbruik","description":"Circuit-klem IoT-sensoren streamen verbruik per apparaat (AC, koelkast, lampen, boiler) in real-time."},{"value":"−18%","label":"Gemiddelde besparing","description":"AI-inzichten en smart-controls verlagen huishoud-energieuitgaven met 18% week-op-week."},{"value":"Smart Control","label":"One-tap automatiseringen","description":"Quick-control toggles voor stroomvretende apparaten plus tarief-bewuste planning."}],"problemShort":"EnerWise-klanten hadden een slimme meter en een vage maandelijkse rekening - maar geen idee welke apparaten de kosten dreven.","solutionShort":"Eén mobiele app die paart met circuit-klem IoT-sensoren, verbruik aan elk apparaat toewijst en bruikbare AI-inzichten oppervlakt.","challengesHeading":"De Uitdaging: Een Rekening Zonder Context","challengesIntro":"Slimme meters vertellen het totaal - niet het waarom.","challenges":[{"title":"Geen Apparaat-Niveau Zicht","description":"Slimme meters rapporteerden geaggregeerd gebruik. Gebruikers konden niet zien welk apparaat pieken veroorzaakte."},{"title":"Inzichten Die Actie Vragen","description":"Statische grafieken veranderen geen gedrag."},{"title":"Hardware-Onboarding","description":"Circuit-klem sensoren moesten worden gepairsd en gecommissioneerd door niet-technische bewoners."},{"title":"Tarief-Bewuste Planning","description":"Australische tarief-vensters verschuiven elk uur. Smart-control automatiseringen moesten tarieven, zonne-export en batterijstatus respecteren."}],"approachHeading":"Onze Aanpak: 3 Fases in 12 Weken","approach":[{"number":"01","title":"Discovery & Scoping","description":"Weken 1–2: ingebed met EnerWise hardware-, product- en field-teams."},{"number":"02","title":"Klikbaar AI-Prototype","description":"Weken 3–4: volledig interactief iOS/Android prototype met gemockte sensor-telemetrie en AI-inzichten."},{"number":"03","title":"Build & Lancering","description":"Weken 5–12: productie-app voor iOS en Android met live apparaat-telemetrie, OTA sensor-updates, AI-inzichtmotor en smart-control automatisering."}],"whyItWorksHeading":"Waarom Het Werkt: Resultaatgerichte Differentiatie","whyItWorks":[{"title":"Snelheid naar Waarde","description":"Consumenten-energy-apps duren 9–18 maanden tot App Store. AI-prototype in 4 weken, productie-app in 12."},{"title":"AI-First Prototyping","description":"Elke flow gevalideerd in het prototype voor enige firmware op een echte circuit-klem."},{"title":"Eén Verantwoordelijk Team","description":"Ontwerp, AI-prototyping, IoT-integratie, mobile engineering en DevOps onder één dak."},{"title":"Resultaatgericht Engagement","description":"EnerWise betaalde voor mijlpalen en live functionaliteit."}]},"ja":{"client":"EnerWise","clientLocation":"オーストラリア","category":"エネルギー / IoT","duration":"フェーズ1(12週間)","title":"EnerWise - 全戸エネルギー&スマートデバイスモバイルアプリ","tagline":"AI-Native家庭エネルギーインサイト&コントロール","description":"回路クランプIoTセンサーネットワークからのデバイスレベルのライブ消費を取り込み、AIインサイトを表面化し、家電全体でスマートコントロール自動化を実行するiOSとAndroidアプリ。","scope":"AIプロトタイピング、UI/UXデザイン、IoTファームウェア統合、モバイル開発、納品","industry":"エネルギー / スマートホーム","timeline":"12週間","impacts":[{"value":"12週間","label":"プロトタイプからApp Storeへ","description":"2週間スコープ、2週間AIプロトタイプ、8週間IoT統合付き本番構築。"},{"value":"デバイスごと","label":"ライブ消費","description":"回路クランプIoTセンサーが家電(AC、冷蔵庫、照明、温水器)ごとの消費をリアルタイムでストリーム。"},{"value":"−18%","label":"平均節約","description":"AIインサイトとスマートコントロールが家計エネルギー支出を週ごとに18%削減。"},{"value":"スマートコントロール","label":"ワンタップ自動化","description":"高消費デバイス用のクイックコントロールトグルと料金対応スケジューリング。"}],"problemShort":"EnerWiseの顧客はスマートメーターと曖昧な月次請求書を持っていた - どの家電がコストを駆動しているかの考えなしに。","solutionShort":"回路クランプIoTセンサーとペアリングし、消費を各家電に帰属させ、実用的なAIインサイトを表面化し、デバイスとスケジュールを1画面から制御できる単一モバイルアプリ。","challengesHeading":"課題:コンテキストのない請求書","challengesIntro":"スマートメーターは合計を伝える - なぜかは伝えない。","challenges":[{"title":"デバイスレベルの可視性なし","description":"スマートメーターは集約使用量を報告。ユーザーはどの家電がスパイクを駆動しているかを見ることができなかった。"},{"title":"アクションを要求するインサイト","description":"静的チャートは行動を変えない。"},{"title":"ハードウェアオンボーディング","description":"回路クランプセンサーは技術者ではない居住者によってペアリング、コミッショニングされる必要があった。"},{"title":"料金対応スケジューリング","description":"オーストラリアの料金ウィンドウは時間ごとに変動。スマートコントロール自動化は料金、ソーラーエクスポート、バッテリー状態を尊重する必要があった。"}],"approachHeading":"アプローチ:12週間で3フェーズ","approach":[{"number":"01","title":"ディスカバリーとスコーピング","description":"1-2週目:EnerWiseのハードウェア、プロダクト、フィールドチームに組み込み。"},{"number":"02","title":"AI駆動クリック可能プロトタイプ","description":"3-4週目:モックされたセンサーテレメトリーとAIインサイト付き完全インタラクティブiOSとAndroidプロトタイプ。"},{"number":"03","title":"本番構築と立ち上げ","description":"5-12週目:ライブデバイステレメトリー、OTAセンサー更新、AIインサイトエンジン、スマートコントロール自動化付きiOSとAndroid本番アプリ。"}],"whyItWorksHeading":"成功理由:結果ベースの差別化","whyItWorks":[{"title":"価値実現の速さ","description":"ほとんどの消費者向けエネルギーアプリはApp Storeまで9-18ヶ月。AIプロトタイプを4週間、本番アプリを12週間で(IoTファームウェア統合を含む)。"},{"title":"AI-Firstプロトタイピング","description":"実際の回路クランプにファームウェアが触れる前に各フローをプロトタイプで検証。"},{"title":"単一の責任チーム","description":"デザイン、AIプロトタイピング、IoT統合、モバイルエンジニアリング、DevOpsを一つ屋根の下で。"},{"title":"結果ベースのエンゲージメント","description":"EnerWiseはマイルストーンとライブ機能に対して支払った。"}]},"ko":{"client":"EnerWise","clientLocation":"호주","category":"에너지 / IoT","duration":"1단계 (12주)","title":"EnerWise - 가정 전체 에너지 및 스마트 기기 모바일 앱","tagline":"AI-Native 가정 에너지 인사이트 및 제어","description":"회로 클램프 IoT 센서 네트워크에서 기기 수준 라이브 소비를 수집하고, AI 인사이트를 표면화하고, 가전 전반에 스마트 제어 자동화를 실행하는 iOS 및 Android 앱.","scope":"AI 프로토타이핑, UI/UX 디자인, IoT 펌웨어 통합, 모바일 개발 및 납품","industry":"에너지 / 스마트홈","timeline":"12주","impacts":[{"value":"12주","label":"프로토타입에서 App Store","description":"2주 범위, 2주 AI 프로토타입, 8주 IoT 통합 프로덕션 빌드."},{"value":"기기별","label":"라이브 소비","description":"회로 클램프 IoT 센서가 가전(에어컨, 냉장고, 조명, 온수기)별 소비를 실시간으로 스트리밍."},{"value":"−18%","label":"평균 절감","description":"AI 인사이트와 스마트 제어가 가구 에너지 지출을 주간 18% 감소."},{"value":"스마트 제어","label":"원탭 자동화","description":"고소비 기기를 위한 빠른 제어 토글과 요금 인식 스케줄링."}],"problemShort":"EnerWise 고객들은 스마트 미터와 모호한 월 청구서를 가지고 있었지만 - 어떤 가전이 비용을 주도하는지에 대한 아이디어 없이.","solutionShort":"회로 클램프 IoT 센서와 페어링하고, 각 가전에 소비를 귀속시키고, 실행 가능한 AI 인사이트를 표면화하고, 한 화면에서 기기와 일정을 제어하는 단일 모바일 앱.","challengesHeading":"도전 과제: 컨텍스트 없는 청구서","challengesIntro":"스마트 미터는 합계를 알려주지만 - 이유는 알려주지 않는다.","challenges":[{"title":"기기 수준 가시성 없음","description":"스마트 미터는 집계 사용량을 보고. 사용자는 어떤 가전이 스파이크를 주도하는지 볼 수 없었다."},{"title":"행동을 요구하는 인사이트","description":"정적 차트는 행동을 바꾸지 않는다."},{"title":"하드웨어 온보딩","description":"회로 클램프 센서는 비기술적 거주자에 의해 페어링 및 커미셔닝되어야 했다."},{"title":"요금 인식 스케줄링","description":"호주 요금 시간대는 시간당 변경. 스마트 제어 자동화는 요금, 솔라 수출, 배터리 상태를 존중해야 했다."}],"approachHeading":"접근 방식: 12주 동안 3단계","approach":[{"number":"01","title":"디스커버리 및 스코핑","description":"1-2주차: EnerWise 하드웨어, 제품, 필드 팀에 내장."},{"number":"02","title":"AI 기반 클릭 가능 프로토타입","description":"3-4주차: 모킹된 센서 텔레메트리와 AI 인사이트가 있는 완전 인터랙티브 iOS 및 Android 프로토타입."},{"number":"03","title":"프로덕션 빌드 및 출시","description":"5-12주차: 라이브 기기 텔레메트리, OTA 센서 업데이트, AI 인사이트 엔진, 스마트 제어 자동화 포함 iOS 및 Android 프로덕션 앱."}],"whyItWorksHeading":"작동 이유: 결과 기반 차별화","whyItWorks":[{"title":"가치 실현 속도","description":"대부분의 소비자 에너지 앱은 App Store까지 9-18개월. AI 프로토타입을 4주, 프로덕션 앱을 12주에."},{"title":"AI-First 프로토타이핑","description":"펌웨어가 실제 회로 클램프에 닿기 전 모든 흐름을 프로토타입에서 검증."},{"title":"단일 책임 팀","description":"디자인, AI 프로토타이핑, IoT 통합, 모바일 엔지니어링, DevOps를 한 지붕 아래에서."},{"title":"결과 기반 계약","description":"EnerWise는 마일스톤과 라이브 기능에 대해 지불."}]},"el":{"client":"EnerWise","clientLocation":"Αυστραλία","category":"Ενέργεια / IoT","duration":"Φάση 1 (12 Εβδομάδες)","title":"EnerWise - Whole-Home Energy & Smart Device Mobile App","tagline":"AI-Native Home Energy Insight & Έλεγχος","description":"Εφαρμογή iOS και Android που ενσωματώνει live κατανάλωση επιπέδου συσκευής από δίκτυο αισθητήρων IoT.","scope":"AI Πρωτοτύπωση, UI/UX Σχεδιασμός, IoT Firmware Ενσωμάτωση, Mobile Development","industry":"Ενέργεια / Smart Home","timeline":"12 Εβδομάδες","impacts":[{"value":"12 Εβδομάδες","label":"Πρωτότυπο στο App Store","description":"2 εβδομάδες scope, 2 εβδομάδες AI-πρωτότυπο, 8 εβδομάδες παραγωγή."},{"value":"Ανά συσκευή","label":"Live κατανάλωση","description":"Αισθητήρες IoT μεταδίδουν κατανάλωση ανά συσκευή σε πραγματικό χρόνο."},{"value":"−18%","label":"Μέση εξοικονόμηση","description":"AI insights μειώνουν κατανάλωση κατά 18% εβδομαδιαίως."},{"value":"Smart Control","label":"One-tap αυτοματισμοί","description":"Quick-control toggles για συσκευές υψηλής κατανάλωσης."}],"problemShort":"Οι πελάτες της EnerWise είχαν smart meter και αόριστο μηνιαίο λογαριασμό.","solutionShort":"Μία εφαρμογή που συνδέεται με αισθητήρες IoT, αποδίδει κατανάλωση σε κάθε συσκευή.","challengesHeading":"Η Πρόκληση: Λογαριασμός Χωρίς Πλαίσιο","challengesIntro":"Τα smart meters σου λένε το σύνολο - δεν σου λένε γιατί.","challenges":[{"title":"Καμία Ορατότητα Επιπέδου Συσκευής","description":"Τα smart meters ανέφεραν αθροιστική χρήση."},{"title":"Insights Που Απαιτούν Δράση","description":"Στατικά διαγράμματα δεν αλλάζουν συμπεριφορά."},{"title":"Ένταξη Hardware","description":"Οι αισθητήρες έπρεπε να συνδεθούν από μη τεχνικούς κατοίκους."},{"title":"Tariff-Aware Χρονοδιάγραμμα","description":"Τα αυστραλιανά παράθυρα τιμολογίων μετακινούνται ωριαία."}],"approachHeading":"Η Προσέγγισή μας: 3 Φάσεις σε 12 Εβδομάδες","approach":[{"number":"01","title":"Ανακάλυψη και Scoping","description":"Εβδομάδες 1-2: ενσωματωμένοι με τις ομάδες της EnerWise."},{"number":"02","title":"AI Κλικαβλέ Πρωτότυπο","description":"Εβδομάδες 3-4: πλήρως διαδραστικό πρωτότυπο."},{"number":"03","title":"Παραγωγή και Εκκίνηση","description":"Εβδομάδες 5-12: εφαρμογή παραγωγής για iOS και Android."}],"whyItWorksHeading":"Γιατί Λειτουργεί: Διαφοροποίηση Βάσει Αποτελεσμάτων","whyItWorks":[{"title":"Ταχύτητα στην Αξία","description":"Οι περισσότερες consumer energy apps παίρνουν 9-18 μήνες."},{"title":"AI-First Πρωτοτύπωση","description":"Κάθε ροή επικυρώθηκε στο πρωτότυπο."},{"title":"Μία Υπεύθυνη Ομάδα","description":"Σχεδιασμός, AI πρωτοτύπωση, IoT ενσωμάτωση κάτω από μία στέγη."},{"title":"Δέσμευση Βάσει Αποτελεσμάτων","description":"Η EnerWise πλήρωσε για ορόσημα."}]}},"others":[{"meta":{"slug":"stoiar","industry":"energy","projectType":"EV charging app","country":"sk","tags":["energy","ev","iot","enterprise"],"compliances":["AFIR","OCPP 1.6J and 2.0.1","OCPI 2.2.1","MID","GDPR","Slovak Act 18/2018","Czech Act 110/2019","PCI DSS","PSD2 SCA","European Accessibility Act","WCAG 2.1 AA"],"cover":{"src":"/case-studies/stoiar/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Stožiar - EV Charging App and Operator Console for a Two-Country Charge Point Network","description":"Designed and built a clickable operator console for a Bratislava charge point operator running about 1,200 public chargers in Slovakia and Czechia: live network health, every charger and its OCPP state, audited remote commands, and session detail with signed meter values, the full price calculation and refunds within each user's limit.","category":"Energy / EV Charging","client":"Rozsutec Mobility a.s."}}},{"meta":{"slug":"kasupe","industry":"energy","projectType":"Utility customer portal","country":"zm","tags":["energy","enterprise"],"compliances":["Data Protection Act 2021 (Zambia)","ERB tariff approvals","NWASCO tariff approvals","ERB and NWASCO customer service guidelines","STS (IEC 62055-41)","Bank of Zambia payment systems rules"],"cover":{"src":"/case-studies/kasupe/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Kasupe - Utility Customer Portal and Service Console with Safeguarded Disconnections","description":"Designed and built a clickable staff service console for a Lusaka water and electricity utility: one queue for faults, leaks and billing queries with live SLA status, a customer 360 for every account, and disconnection batches that check every safeguard before a crew is sent.","category":"Energy / Utility Customer Portal","client":"Lwimba Hill Water and Power"}}},{"meta":{"slug":"shikra","industry":"energy","projectType":"Grid asset monitoring","country":"pk","tags":["energy","iot","enterprise"],"compliances":["NEPRA performance standards","IEEE 1366","IEC 62443","IEC 62351","IEEE C57.104","IEC 60599","IEC 60076-7","PECA 2016"],"cover":{"src":"/case-studies/shikra/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Shikra - Grid Asset Monitoring Platform That Monitors and Never Controls","description":"Designed and built a clickable grid asset monitoring platform for a regional electricity distribution company in Sindh: a control room dashboard, an alarm list built for shift work, an asset register with nameplate data, and an explainable health and risk score for every transformer and breaker - all read-only from SCADA.","category":"Energy / Grid Asset Monitoring","client":"Ranikot Power Distribution Company"}}},{"meta":{"slug":"veleta","industry":"energy","projectType":"Energy trading dashboard","country":"es","tags":["energy","enterprise"],"compliances":["REMIT","MiFID II","GDPR","LOPDGDD"],"cover":{"src":"/case-studies/veleta/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Veleta - Power Trading and Risk Console with Human Approval","description":"Designed and built a clickable trading and risk console for a Madrid renewable generator selling wind, solar and battery output on the Iberian power market: a quarter-hour position grid, day-ahead and intraday auction bids with approval before submission, and an intraday blotter where orders over a trader's mandate wait for a second person.","category":"Energy / Power Trading","client":"Tomillar Energía"}}},{"meta":{"slug":"tanji","industry":"energy","projectType":"Business carbon tracker","country":"tw","tags":["energy","saas"],"compliances":["GHG Protocol","ISO 14064-1","Climate Change Response Act (Taiwan)","PDPA (Taiwan)","EU CBAM"],"cover":{"src":"/case-studies/tanji/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Tanji - Carbon Accounting Platform with a Trail Behind Every Tonne","description":"Designed and built a clickable carbon accounting product for a Taipei software company that sells to small and mid-size manufacturers: a collection tracker for every site and source, utility bill upload with OCR review, and a GHG Protocol and ISO 14064-1 inventory where any figure opens the bill, factor and formula behind it.","category":"Energy / Carbon Accounting","client":"Cuihu Software"}}}]}