01
Connected Products
Smart Devices
Connected products with embedded intelligence, wireless connectivity, and companion apps.
- Custom PCB & enclosure
- BLE / Wi-Fi / LoRa
- OTA firmware updates
MVP & Product Engineering — Hardware to Cloud
From idea to launch-ready MVP — in weeks, not months
Have a product to prove? One engineering team takes you from concept to a working MVP — electronics, firmware, apps, AI, and cloud — on a fixed scope and a budget you approve up front.
IdeaElectronicsFirmwareCloudApplicationDeployment
01 / Capabilities
Engineering services, hardware to cloud
Hardware to cloud, we own every layer — so your MVP never stalls in the gaps between disciplines, or between vendors.
02 / Solutions We Engineer
From a single device to an entire ecosystem
We don't sell services — we engineer outcomes. Whatever your idea touches, one team carries it from first prototype to market.
02
Web Applications
Enterprise Platforms
Data-rich web platforms, operator dashboards, and internal tooling built to scale.
- Role-based access
- Live data pipelines
- Analytics & reporting
03
Android & iOS
Mobile Experiences
Polished mobile apps that control devices, visualize data, and delight end users.
- Native & cross-platform
- Device pairing & control
- Push & offline sync
04
AI Integration
Intelligent Systems
Chatbots, LLM copilots, vision, and predictive intelligence woven directly into your product.
- LLM chatbots & RAG
- AI agents & automation
- Vision & predictive analytics
05
Prototype to Production
Product Engineering
Full lifecycle engineering — from first prototype through certified, manufacturable product.
- Rapid prototyping
- DFM & certification
- Volume manufacturing
03 / AI & Agents
AI & agent development that ships inside real products
Not demos and not hype — agents that take actions, assistants that cite their sources, and models trained on your data with the evaluation to back the claim.
04 / Industries
Engineered for demanding environments
Our work runs in factories, fields, vehicles, and hospitals — places where reliability isn't optional.
05 / Selected Work
Products we've engineered end to end
Filter by domain, open any card for the full story — and where a build is live, step straight into the working product.
Embedded & IoT05
Hardware, firmware, and the platforms that put device data to work.
Realtime DashboardsLive demoGridSense — Realtime Operations Console
An operations console for a connected equipment fleet — device status, sensor charts, and an alert feed all update live, exactly how telemetry lands on a real monitoring platform.
- Streaming sensor charts
- Device status grid
- Live alert feed
Next.js·TypeScript·SVG charts·Tailwind
Energy & UtilitiesSmart Energy Management System
Smart energy meters feeding a power-analytics engine and a mobile dashboard, giving facilities teams a live view of consumption and cost.
- Energy meters
- Power analytics
- Mobile dashboard
STM32·Modbus·Django·Flutter
Logistics & MobilityConnected Asset Tracking System
GPS-enabled IoT trackers report location and condition to a fleet dashboard, with geofencing and route history for logistics teams.
- GPS tracking
- IoT telemetry
- Fleet dashboard
ESP32·GPS·MQTT·React
AgricultureSmart Agriculture Platform
Soil-moisture and climate sensors drive automated irrigation control, with an analytics dashboard that optimizes water use and yield.
- Soil sensors
- Irrigation control
- Analytics dashboard
ESP32·LoRa·FastAPI·React
Healthcare & MedicalMedical Device Monitoring
Custom embedded hardware streams vitals securely to the cloud, surfacing them on a clinician-facing patient-monitoring dashboard.
- Embedded hardware
- Cloud integration
- Patient dashboard
STM32·BLE·AWS·React
Mobile Apps07
Flutter companions for hardware, data, and AI — built to pair with our platforms.
Smart Home ControlHabitat — Smart Home Command Center
Habitat treats the house as one system rather than a drawer of vendor apps. Room cards breathe with the live colour of their lamps, a hand-painted thermostat dial clicks through half-degree detents, and rules fire off the device stream, across a swappable transport boundary.
- Haptic thermostat dial
- Breathing room cards
- Scrubbable energy graph
Flutter + Riverpod·go_router·sembast·CustomPainter
Cold-Chain TelemetryColdTrace — Cold-Chain Monitoring
ColdTrace monitors six refrigeration units at 1 Hz: a custom-painted gauge cluster, a scrolling 10-minute strip chart, and pure-Dart detectors that explain compressor drift in plain language. Excursions log themselves and export as a HACCP-style PDF audit report.
- 10-min scrolling strip chart
- Three pure-Dart detectors
- HACCP-style PDF export
Flutter + Bloc·sqflite·CustomPainter·pdf/printing
Last-Mile DispatchCargova — Last-Mile Courier Operations
Cargova is a dispatch console for a nine-courier last-mile fleet: couriers gliding on a live map, parcels grouped by SLA state with mm:ss countdowns, geofence breaches and signature proof of delivery. The exception engine drafts reassignments and waits for approval.
- SLA countdown board
- Approved reassignments
- Exception event feed
Flutter·flutter_bloc·flutter_map + OSM tiles·CustomPainter overlays
EV Energy & ChargingChargeScout — EV Charging & Battery Companion
An EV companion that ties the car's live state to the tariff clock: a custom-painted state-of-charge gauge with cold-battery range correction, a charging session whose cost ticks at the actual tariff, and a planner that fills off-peak windows and shows the saving.
- 240° SoC dial with notch
- Off-peak charge planner
- Per-second cost ticker
Flutter·GetX·Hive·Syncfusion Charts
Hydroponics & ClimateVerdant — Greenhouse & Hydroponics Controller
Verdant runs a six-zone greenhouse: live probe streams with setpoint alerts, stage-based nutrient recipes with a consumption ledger, and photoperiod plans with sunrise ramps. Crop Doctor ships the offline leaf-diagnosis pipeline with the classifier model pluggable.
- Animated climate heat map
- Offline leaf-diagnosis flow
- Sunrise/sunset ramps
Flutter·Riverpod 3·sembast·tflite_flutter
Medical WearablePulse — Medical Wearable Companion
Pulse pairs with a chest-strap heart-rate and pulse-oximeter wearable over a BLE-semantics transport. Live vitals stream into hand-painted charts, the night view renders a hypnogram from device-supplied stage spans, and every trend links back to the readings behind it.
- Night hypnogram lanes
- Evidence-linked trends
- Guided breathing timer
Flutter·Provider (MVVM)·go_router·sembast
Personal FinanceMeridian — Personal Finance Intelligence
Meridian explains money instead of listing it. On-device categorisation learns from every correction, five detectors surface duplicate charges, price creep and fee spikes with the exact transactions as evidence, and a draggable handle rescales the 90-day forecast.
- Draggable what-if forecast
- Evidence-linked insights
- On-device receipt OCR
Flutter + MobX·sqflite + go_router·fl_chart + CustomPainter·ML Kit text recognition
Web Platforms03
Websites, dashboards, and storefronts — each one opens as a working build.
SaaS PlatformLive demoVoltify — Energy Analytics Platform
A SaaS-style energy platform: switchable usage charts, per-device breakdowns, cost projections, and AI-generated saving recommendations — the web twin of a smart-meter product.
- Switchable usage charts
- Device breakdown
- AI saving insights
Next.js·TypeScript·SVG charts·Tailwind
Corporate WebLive demoVertex Dynamics — Corporate Website
A corporate brand website for a fictional manufacturing firm — hero, capabilities, stats, process, and a request-a-quote flow. Shows the classic 'company website' engagement done properly.
- Multi-section brand site
- Stats & process story
- Quote CTA flow
Next.js·TypeScript·Tailwind·Framer Motion
E-CommerceLive demoCircuitry — Components Storefront
An e-commerce storefront for dev boards and components — category filtering, a working cart drawer with quantities and totals, and a demo checkout. The full buying journey, end to end.
- Filterable catalog
- Working cart drawer
- Demo checkout
Next.js·TypeScript·Tailwind·Framer Motion
AI Systems05
Chatbots, assistants, and vision — AI engineered into real products.
Conversational AILive demoAuralis — AI Support Assistant
A complete product website for an AI customer-support assistant. The chat widget in the corner actually works — it answers questions about the product and hands off to a human when asked.
- Working chat widget
- SaaS landing & pricing
- Human handoff flow
Next.js·TypeScript·Tailwind·Framer Motion
Field Service AIFieldMate — AI Copilot for Field Service
A technician photographs a model plate to resolve the asset, then asks about a fault code by voice. Answers stream in composed only from the bundled manual corpus, every sentence carrying a citation chip that opens the exact section. Retrieval, OCR, and voice run on-device.
- Cited answers, no guessing
- Plate OCR to asset record
- Offline BM25 retrieval
Flutter·Riverpod·sqflite·ML Kit OCR
Visual InspectionInspecta — Visual Defect Inspection
A phone becomes an inspection station: every unit passing the lens leaves a PASS, FAIL or UNCERTAIN verdict and a cropped evidence photo behind it. The detector sits behind one interface — the build ships a deterministic sample detector until a defect model is bundled.
- Verdict flash at frame rate
- Pareto to evidence photos
- Per-class threshold tuning
Flutter + Riverpod v3·tflite_flutter (isolate)·ML Kit object tracking·sqflite + fl_chart
Movement CoachingKinetic — On-Device AI Form Coach
Kinetic turns a phone camera into a form coach: ML Kit pose landmarks feed a joint-angle rule engine that flags knee valgus, hip sag and torso lean via voice, haptics and a color-coded skeleton. Reps count on a hysteresis state machine, graded on depth, tempo and alignment.
- Real-time skeleton overlay
- Angle-rule form cue engine
- Frames never leave device
Flutter·Cubit (flutter_bloc)·ML Kit Pose Detection·Hive
Intelligent SystemsAI-Based Safety Monitoring
Edge cameras run PPE-detection models and stream analytics to a control center, generating instant alerts on safety violations.
- PPE detection
- Camera analytics
- Alert generation
Raspberry Pi·Computer Vision·FastAPI·Next.js
06 / Engineering Process
How an idea becomes a deployed product
A disciplined pipeline that turns a concept into a shipped MVP — the current flows down the spine and energizes each stage as it arrives.
- 1
STEP 01
Discover
We map your goals, constraints, and the problem worth solving.
- 2
STEP 02
Architect
System architecture across hardware, firmware, cloud, and apps.
- 3
STEP 03
Engineer
Electronics, PCB, and embedded engineering brought to life.
- 4
STEP 04
Develop
Software platforms, dashboards, and mobile experiences built out.
- 5
STEP 05
Integrate
Hardware, cloud, and applications connected into one system.
- 6
STEP 06
Deploy
Tested, certified, and shipped to production at scale.
- 7
STEP 07
Support
Monitoring, OTA updates, and ongoing engineering support.
07 / Technologies
The toolchain behind the builds
A deliberately broad toolchain — from silicon and schematics to cloud infrastructure — so we pick the right tool for each layer.
Embedded
7 tools
- STM32
- ESP32
- RP2040
- Raspberry Pi
- Arduino
- FreeRTOS
- Zephyr
Electronics
11 tools
- Altium
- KiCad
- EasyEDA
- LTspice
- SolidWorks
- AutoCAD
- Power electronics
- Battery & BMS
- RF & antenna design
- Sensor interfacing
- Test jigs & bring-up
Protocols
9 tools
- BLE
- Wi-Fi
- LoRaWAN
- MQTT
- CAN bus
- Modbus
- RS-485
- BACnet
- WebSockets
Software
14 tools
- TypeScript
- Python
- C / C++
- Rust
- Go
- Node.js
- React
- Next.js
- NestJS
- FastAPI
- Django
- Laravel
- .NET
- GraphQL
Data & Storage
6 tools
- PostgreSQL
- TimescaleDB
- MongoDB
- Redis
- Supabase
- Elasticsearch
Mobile
6 tools
- Flutter
- React Native
- Android
- iOS
- Kotlin
- Swift
AI & LLMs
21 tools
- Claude
- GPT
- Gemini
- DeepSeek
- Qwen
- Ollama
- vLLM
- llama.cpp
- LM Studio
- Open WebUI
- LocalAI
- Text Generation WebUI
- LangChain
- LangGraph
- LlamaIndex
- MCP
- n8n
- pgvector
- Qdrant
- Pinecone
- Chroma
ML & Vision
12 tools
- PyTorch
- Hugging Face
- scikit-learn
- OpenCV
- YOLO
- TensorFlow Lite
- TensorRT
- MLflow
- Whisper
- Stable Diffusion
- Flux
- ComfyUI
Cloud & DevOps
8 tools
- AWS
- Azure
- Vercel
- Cloudflare
- Docker
- Linux
- Nginx
- GitHub Actions
08 / About Us
Engineers who ship complete products
CLIEncoders is an engineering solutions and product development company. We bring electronics, embedded systems, software, and cloud under one roof — so a single team is accountable from the first sketch to the deployed product.
Most teams hand your product across vendors — one for hardware, another for firmware, a third for the app. The seams are where projects fail and timelines slip. We close those seams by owning the whole stack — which is exactly why our MVPs ship in weeks instead of quarters.
6+
Engineering disciplines
End-to-end
Concept to deployment
HW → Cloud
One accountable team
Production
Built to ship, not demo
09 / Contact
Let's engineer your next product
Tell us what you want to build. You'll get a discovery call and a clear read on scope, budget, and timeline — usually within 48 hours, no obligation.
- contact@cliencoders.com
- Lahore, Pakistan
What happens next
- Contact Form→
- Discovery Call→
- Proposal→
- Project