SOFTWARE  –  IoT  –  ENGINEERING

Every system connected end to end, from the edge to the cloud, by one team.

IoT systems from the control panel to the cloud

TECHNONEDGE brings software developers and industrial engineers together to build complete IoT systems, owned end to end from the on-site control panel to cloud infrastructure.

See our work Consult our team

  • 15+

    industrial customers

  • 5

    technology layers owned end to end, from field sensors to AI

  • 3

    service lines: AI consulting, software development and industrial engineering

  • 2

    AI products we build and run ourselves

About us

Software and heavy engineering in one team

TECHNONEDGE brings together software developers and heavy-industry engineers in one company. That is why we specialise in IoT: the plant side and the software side are designed by the same people.

Our engineers have spent years inside power plants, boiler houses, HVAC plants and automotive production lines. Our developers build and run production cloud platforms, mobile apps and AI systems. On every project, the same team owns the sensors, the controllers, the data and the screens.

  • IoT & smart devices
  • Industrial software
  • Applied AI
  • Plant & energy engineering
  • Automation systems
  • HVAC & IAQ
Control panel wired in-house by the TECHNONEDGE engineering team02Edge & control

Why TECHNONEDGE

IT and OT under one roof

No gap between the on-site contractor and the software company. Five technology layers, one team, one owner.

  1. L1 · ENGINEERING TEAM

    Field & on-site

    Sensors · PLCs · control panels · drives · safety interlocks

    Where the process physically happens. Our engineers design the control system, build the panels and program the PLCs.

  2. L2 · ENGINEERING TEAM

    Edge & connectivity

    Single-board computers · gateways · wireless links · industrial protocols

    Data leaves the machine through edge gateways, wireless links and industrial protocols, and commands come back the same way.

  3. L3 · SOFTWARE TEAM

    Data & integration

    Databases · APIs · ERP / e-Tax links · cloud or on-premise

    Machine data, ERP and e-Tax brought into one source of truth, on the cloud or on your own servers.

  4. L4 · SOFTWARE TEAM

    Applications

    Web dashboards · SCADA-style views · mobile apps · reports

    The screens operators and managers use every day, from control-room views to mobile apps in the field.

  5. L5 · SOFTWARE TEAM

    AI & data

    Predictive models · AI assistants · RAG · computer vision

    Forecasting, assistants and vision built on data you can trace, because the same team owns every layer below.

No hand-off gaps

Most IoT projects stall where the panel builder's work ends and the software house's begins. We own both sides, so there is one plan and one point of accountability.

Engineers who know the real site

Boilers, steam, HVAC, wastewater and production lines. We read the process before we write the code.

Production-grade software

Cloud platforms we run in production today, with role-based access, audit trails and data kept in Thailand.

How we work

From site survey to support, in six steps

  1. 01

    Requirement analysis

    Consultation to agree clear goals, constraints and how success (KPIs) is defined.

  2. 02

    Site survey & analysis

    On-site review of the process, equipment and existing systems, using engineering principles.

  3. 03

    Project proposal

    System architecture, scope of work, technical data, timeline and budget in one easy-to-follow document.

  4. 04

    Development & integration

    Hardware installation, software and networking delivered by one team, tested end to end in the real environment.

  5. 05

    Deployment & handover

    Staged go-live planned around production, with documentation and training.

  6. 06

    Maintenance & support

    Performance monitoring, technical support and keeping the system up to date.

Upgrading a running system?

We run a risk assessment of the existing system first to keep today's operation stable, then migrate it in stages, so there is no downtime during the upgrade. Production keeps running.

01 Products

AI products we build and run

Product · NoteMaster

NoteMaster: meeting summaries, automatically

Pain point

Meeting recordings pile up unwatched. Decisions and action items get lost, and manual note-taking costs hours every week.

How it works

  1. IngestRecordings arrive from Google Drive or by upload.
  2. AnalyseAI summarises, extracts action items and draws diagrams.
  3. PublishPages go to the right Confluence space, and the team is notified on Google Chat or MS Teams.

Key features

  • Meeting quality score 0–100
  • Re-summarise with a custom prompt
  • AI cost dashboard
  • PDPA-compliant data handling
Cost-effective & lightweight: runs on a single VM with two containers. Built for SMEs and mid-sized organisations that want AI automation without heavy IT infrastructure.
NoteMaster meeting summary page with a quality score of 85/100, download options and a re-summarise button; title and content blurredOpen full-size image
NoteMaster dashboard listing recent meetings with quality scores and status; project names blurredOpen full-size image
Dashboard and summary pageClient names and meeting content blurred for confidentiality.

Product · AI Sales-Intake Chatbot

AI Sales-Intake Chatbot: it sells, and files every lead

  • Natural chat, hidden extraction. Every turn, AI fills a lead card: name, phone, budget, timeline and more.
  • Lead qualification. Leads are ranked green / yellow / grey by rules you configure, so the sales team works faster and every decision can be audited.
  • Real inventory answers. Quotes live stock from the database, with photos.
  • Seamless human handoff on request, on a hot lead, or when intake is complete.
  • New business by configuration. One deployment serves several businesses, each with a single config file.

Use cases today

  • Used-car dealership
  • Condo rental / real estate

Next

LINE and Facebook channels, agent accounts, and scaling for high concurrency.

ChatCustomer-facing conversation
Leads queuePrioritised list for the sales team
Agent consoleLive takeover by a human admin
Illustration with sample data, not a real customer conversation.

02 Project · Healthcare IoT

Smart MBR wastewater treatment for a hospital: monitor, control, report

Hospital wastewater must be treated and verified continuously, on a network with no internet access. One SCADA-style web view lets control-room staff watch water quality, operate equipment and report on compliance without walking the plant.

System
Hospital MBR (membrane bioreactor) wastewater plant
Deployment
On-premise · role-based access · Thai / English
Status
Requirements and a full interactive prototype delivered; next, edge-gateway integration and an on-site pilot. Client details withheld.
  • Real-time monitoring of 12 water-quality values, including flow, pH, free chlorine, DO, BOD, COD, TSS, turbidity, ORP, MLSS and level, refreshed every 1–5 s, with an “offline” banner if data stops.
  • Remote control of pumps, blowers, dosing pumps and valves, with confirmation, safety interlocks and an audit log.
  • Alerts in-app and by email, LINE, MS Teams, Telegram or SMS, with acknowledgement and escalation.
  • Reports & AI summary: trends, PDF/CSV export and a daily Thai summary of anomalies.
Process diagramThe whole plant with live readings and equipment status.
DashboardWater-quality readings, trends and the latest alerts.

Screens from the delivered prototype. The system name and site are blurred.

03 Services

Consulting, software and engineering

Service · AI Adoption Consulting

AI adoption consulting: put AI to work in your business, safely and for real ROI

01 · DISCOVER

Find the right use cases

Workshops with your teams to map processes, data readiness and where AI saves real time or money.

02 · PILOT

A working proof of concept in weeks

A working proof of concept on your own data, with a clear measure of success.

03 · GOVERN

Data privacy & security

Access control, PDPA, cost control, and a choice of cloud or local AI models.

04 · SCALE

Integration & adoption

Integration with existing systems, team training and ongoing support.

Our AI design principles

  • Logic as code. Business logic is written and controlled in code, so AI results are auditable and deterministic.
  • Data-driven output. Every number and fact the AI states traces back to its source data.
  • Respect access rights. AI only processes and answers from data the user is permitted to access.
  • No vendor lock-in. The architecture lets you swap AI models (LLMs) at any time, or run a local model on your own server.

Proof from our own work

NoteMasterMeeting recordings to Confluence summaries, automatically

Executive AI assistantThai Q&A on live sales data, read-only

Sales-intake chatbotLead capture with human handoff

Local AI / LLM & RAGAI on your own servers, grounded in your documents

Service · Software Development

Custom software development that fits how you operate

Web platforms & dashboards

Back offices, IoT dashboards and SCADA-style monitoring.

Mobile apps & PWAs

Field and sales apps that work with printers, GPS and QR payments.

Data integration

ERP, e-Tax, PLC and database integration into one source of truth.

Cloud & server management

Containerised deployment, monitoring, backups and security hardening.

Embedded software & IoT

Firmware and systems for edge devices, gateways and controllers in industrial environments.

AI features

Forecasting, assistants, document AI and computer vision.

Technologies we work with

  • Python · FastAPI
  • Node.js
  • Next.js
  • PostgreSQL
  • Docker
  • AWS (Bangkok)
  • Keycloak SSO
  • Claude · Gemini

Engagement

Fixed-scope projects, or a dedicated team that designs, builds and runs the system with you.

Service · Industrial Engineering

Industrial engineering, from power-plant systems to automation

Power plants & heavy industry

  • Plant optimisation: energy, heat and steam systems
  • Engineering design: boilers, piping and high-pressure equipment
  • Safety audit: boiler, furnace and generator inspections
  • Root cause analysis (RCA): efficiency, capacity and cost problems
  • Sustainability: safety and environment (EHS) consulting

HVAC & cleanroom

  • Indoor air quality (IAQ) testing and assessment
  • Cleanroom and operating-room design and installation
  • ISO/IEC 17025 testing-laboratory design
  • Chiller systems and HVAC optimisation

Automation & control

  • Control system design and panel building
  • PLC programming and instrument integration
  • Process monitoring for power plants, boilers, burners and water treatment
  • Test benches for automotive production lines

04 Capabilities

More of what we build

Ready to adapt to your work.

  • Computer Vision

    Object detection, tracking and counting from CCTV cameras.

  • OCR & licence plates

    Extract text from documents and images, and read licence plates automatically (ALPR).

  • Face recognition

    Identify people and search for faces.

  • Local AI / LLM

    Language models that run on your own servers, so data stays in-house.

  • RAG

    AI answers grounded in your own documents, with sources.

  • VoIP & telephony

    IP PBX hardware and internet telephony systems.

  • Indoor tracking

    Real-time location of people and assets inside buildings and plants (RTLS).

  • Vending machines

    Controller, payment integration and back office for automated vending machines.

  • Smart home

    Connected devices, sensors and home automation.

  • Website CMS

    A back end that lets your team update the company website content itself.

Partners & customers

Our partners and customers

  • MAX.CS Construction Service logo

    MAX.CS Construction Service Co., Ltd.

    บริษัท แม็ก คอนสตรัคชั่น เซอร์วิส จำกัด

  • N.C.S. Gold Bread logo

    N.C.S. Gold Bread Co., Ltd.

    บริษัท เอ็น.ซี.เอส. โกลด์เบรด จำกัด

FAQ

Questions people ask about TECHNONEDGE

What does TECHNONEDGE do?

TECHNONEDGE CO., LTD. (บริษัท เทคนอนเอดจ์ จำกัด) is a Thai company that brings software developers and heavy-industry engineers into one team. We design and build IoT systems end to end, from sensors and control panels on site to cloud platforms, dashboards and AI. We also offer AI adoption consulting, custom software development and industrial engineering.

Where is TECHNONEDGE based?

Our head office is at 39/366-367, Tha Kham, Bang Khun Thian, Bangkok 10150, Thailand.

Which industries and systems do you work with?

Power plants and energy, boilers and steam, HVAC, cleanrooms and indoor air quality, wastewater treatment and automotive production lines, as well as businesses that need cloud platforms, mobile apps and AI.

Do you build both the control panel and the software?

Yes. Most IoT projects stall where the panel builder's work ends and the software house's begins. Our engineering team covers sensors, PLCs, control panels, drives and safety interlocks, and our software team covers data, applications and AI, so there is one plan and one point of accountability.

Can you upgrade a legacy system without stopping production?

Yes. We run a risk assessment of the existing system first to keep today's operation stable, then migrate it in stages so there is no downtime during the upgrade. Go-live is staged around production, with documentation and training.

Can AI run on our own servers and keep our data private?

Yes. We deploy local AI models (LLMs) and RAG on your own servers, so data stays in-house, with access control, PDPA compliance and cost control. The architecture lets you swap AI models at any time, and the cloud platforms we run keep data in Thailand.

What AI products does TECHNONEDGE offer?

NoteMaster turns meeting recordings into summaries, action items and diagrams published to Confluence. The AI Sales-Intake Chatbot chats with customers, fills a lead card for your CRM, answers from live stock and hands over to a human.

How does a project with TECHNONEDGE start?

With requirement analysis: we agree goals, constraints and KPIs, survey the site, then send a proposal covering architecture, scope, timeline and budget before development starts. Write to chanon.s@technonedge.co.

Contact

Let's build success together.

Tell us the pain points of your plant, process or software. Our team owns it end to end, from site survey to post-launch support.

Email
chanon.s@technonedge.co
Website
technonedge.co
Head office
TECHNONEDGE CO., LTD.
39/366-367, Tha Kham, Bang Khun Thian,
Bangkok 10150, Thailand
Email our team
QR code linking to technonedge.co technonedge.co