India-built AI & blockchain engineering since 2017 · Serving clients worldwide

AI & Data

AI & IoT Development

AI and IoT development joins physical devices, a data pipeline and models that act on what the sensors report. Speqto builds firmware, gateways, cloud back ends and edge inference for founders and operations heads who want connected products or smarter plants, fleets and buildings, not a pile of disconnected dashboards.

  • Prototype in weeksProof before big budgets
  • Weekly demosSee progress, not slides
  • You own the codeFull IP assignment
  • 128+ engineersFive offices, three continents

Where AI actually belongs in an IoT system

Most IoT value comes from deciding where intelligence runs. Simple thresholds belong on the device or gateway, where they keep working when the network drops. Heavier models, such as anomaly detection across a whole fleet, usually run in the cloud where history and compute are available. Our AI and IoT development work starts by mapping each decision to the cheapest place that can make it reliably.

That mapping drives hardware choices, battery budgets and data costs. Streaming raw vibration data to the cloud around the clock is rarely sensible, while sending features, summaries and exceptions often is. We prototype with real device data early, because models trained on lab recordings tend to disappoint once sensors face dust, heat and installation quirks. Budget a pilot batch of devices in realistic conditions before committing to a production run.

From sensor to decision: the layers we build

A working system has four layers: device firmware, connectivity, ingestion and storage, and applications. On the device side we work with microcontrollers and Linux gateways, using MQTT, BLE, LoRaWAN or cellular depending on range and power. For provisioning, certificates and over-the-air updates we rely on managed services such as AWS IoT Core or Azure IoT Hub rather than inventing fleet management. Fleet-level dashboards track battery health, signal strength and firmware versions alongside model accuracy.

On the cloud side, time-series storage, stream processing and a clean device registry matter more than any single model. We add alerting, role-based dashboards and APIs so maintenance teams, customers and other systems can use the data. Security is designed in: per-device identity, signed firmware and least-privilege access, since a compromised device is a network entry point. That separation of concerns also lets hardware and software teams work in parallel.

Edge inference, updates and the long tail

Running models on the device means quantizing and pruning them to fit memory and power limits, using runtimes such as TensorFlow Lite or ONNX Runtime. It cuts latency and bandwidth and keeps raw data local, which can help with privacy. The cost is a harder update story, so we plan model versioning, staged rollouts and rollback before the first unit ships. Clear ownership between hardware, firmware and cloud teams prevents finger-pointing during field trials.

The long tail is where projects succeed or fail: devices with flaky connectivity, clock drift, sensors that degrade, and models that drift as conditions change. We build monitoring for both device health and model quality, and use AI-assisted tooling in our own engineering to speed up test generation and log triage across large device fleets. Plan for sensors that age, since recalibration and replacement schedules affect both model quality and maintenance cost.

What we do

What our AI & IoT Development team delivers

Specific work we do for clients, with the senior people who do it.

  • Connected product engineering

    Firmware, companion apps and cloud back ends for new connected products, from proof of concept through to a manufacturable first release.

  • Predictive maintenance

    Models that flag failing equipment from vibration, temperature or current signals so maintenance teams act before breakdowns, not after them.

  • Edge AI deployment

    Compressing and deploying models on gateways and microcontrollers, with staged over-the-air rollout, monitoring and rollback for deployed fleets. Includes retraining plans.

  • IoT platform and ingestion

    Device registry, MQTT ingestion, time-series storage and stream processing sized for your device count and data rate. Built for growth in device count.

  • Real-time dashboards and alerts

    Operator views, thresholds and notifications that show device state, trends and exceptions to the people who need to act on them.

  • Device security and OTA

    Per-device identity, signed firmware, secure boot guidance and update pipelines that keep fielded hardware patched and trustworthy. Covers certificate rotation.

Why Speqto

A team you can rely on from the first call

The habits that keep projects calm: clear scope, visible progress and engineers who stay accountable.

  • Building since 2017

    Nine years of shipping web, mobile, AI and blockchain products for startups and enterprises.

  • 128+ engineers

    A bench of senior engineers, designers and QA, so one person leaving never stalls your product.

  • Offices on three continents

    Noida HQ with teams in Surat, London, the US and Ho Chi Minh City for overlapping working hours.

  • AI-first workflow

    AI-assisted coding, testing and reviews speed delivery, with a named human accountable for every merge.

  • Weekly demos

    You see working software every week and can redirect early, long before a release surprise.

  • You own everything

    Full IP assignment, repository access from day one and an NDA before we talk details.

How we deliver

A proven process from idea to scale

Transparent, agile delivery with weekly demos and clear milestones, so you always know what is shipping and why.

  1. 01

    Discover

    Workshops to understand goals, users, data and success metrics.

  2. 02

    Plan

    Architecture, roadmap, estimate and a team shaped to your needs.

  3. 03

    Design

    UX flows, prototypes and technical design validated with stakeholders.

  4. 04

    Build

    Agile sprints with weekly demos, code reviews and automated testing.

  5. 05

    Launch

    Secure deployment, monitoring and a smooth go-live.

  6. 06

    Scale

    Ongoing optimization, new features and support as you grow.

Technology

Tools and platforms for AI & IoT

The stack our engineers use on this kind of work every week.

  • AWAWS IoT Core
  • AZAzure IoT Hub
  • MQMQTT
  • LOLoRaWAN
  • BLBluetooth LE
  • TETensorFlow Lite
  • ONONNX Runtime
  • INInfluxDB
  • Apache Kafka
  • Grafana
  • ESESP32
  • RARaspberry Pi
Outcomes

What you can expect

Every engagement is tied to measurable business results, not just deliverables.

01

Fewer unplanned stoppages

Condition monitoring and anomaly alerts give maintenance teams earlier warning, so work is planned around production instead of interrupting it.

02

Lower data and cloud cost

Processing at the edge and sending only useful signals keeps bandwidth, storage and cloud bills in proportion to the value gained.

03

A fleet you can manage

Provisioning, monitoring and updates are built in from the start, so scaling from tens to thousands of devices does not mean rework.

AI & IOT Development

Our team of data scientists and automation experts have developed the capabilities to create and design various softwares and mobile applications which are integrated with artificial intelligence and various automated analytics technologies. AI solutions by Speqto Technologies guarantee smart solutions every single time.

Our expert team of engineers have evolved to support the move from traditional technologies to the IoT platform. We have the experience and capabilities to integrate IoT with any other technology to create a hybrid smart technology. Our solutions are custom built, safe, secure and is guaranteed to bring satisfaction to our client’s.

The concept of IOT (Internet of Things) gets more validation and stronger framework with blockchain. It makes intricate network of IOT simpler and effective with distributed ledger technology. Technoloader combines blockchain with IOT and attains the most favorable results. By deploying blockchain within the mechanism of IOT, it is possible to enhance the capability of IOT solutions.

Steps Involved In Blockchain IoT

Speqto technologies are experts in the field of blockchain IoT development. We aim to create secure, transparent and user-friendly smart devices which have a sole goal of making our lives easier. Our team of blockchain IoT developers have the unique ability to customize any solution based on your requirement.

Identify and Define the Problem

The first step in the Blockchain IoT development is the identification and analysis of the problem statement. Our term of experts focus on this to ensure that the project starts in the right direction.

Fabricate Solution

Once the problem is identified and analyzed, Speqto’s blockchain experts start working on a plan for action which resolves the problem. We work towards an effective solution by the application of our strengths.

Create app

Once the action plan is drafted and approved, the project goes into the development stage. Different experts work on various sections of the solution individually to ensure a short development period.

Implement the app

Once the app is developed, we move into the deployment and testing phase. Once the team and the client’s are happy with the app and its performance, we hand it over to them.

Support & Improve

The final stage in the Blockchain IoT development process is providing our client’s with support for the app maintenance and continuous improvements through app updates.

AI Development Solutions

AI Development Solutions Our team of data scientists and automation experts have developed the capabilities to create and design various software’s and mobile applications which are integrated with artificial intelligence and various automated analytics technologies. AI solutions by Speqto Technologies guarantee smart solutions every single time.

Our AI Development Services

Machine Learning

Machine learning algorithms are next generation technology which has unlimited potential. Our team of data scientists and machine learning system developers have created and implemented systems with varied capabilities based on our client’s requirements.

Chat Bot

Chat bots and boxes are the first point of communication between a business and a customer. Artificial intelligent chatbots by Speqto Technologies ensure the entire process is smooth resulting in good customer experience.

Language Procesuring

Natural language processing is the latest development in the field of artificial intelligence systems. Devices and softwares such as Google assistant, Siri are such smart devices. NLP systems from Speqto technologies have unlimited potential and are a perfect match for any requirement.

Image Processing

Companies such as Apple and Samsung are using AI based facial recognition softwares to provide an extra layer of security to their devices. This is possible only with the help of high speed image processing capabilities of Artificial Intelligence.

Voice-based AI

Language processing is one of the most advanced developments in the field of Artificial Intelligence. Systems developed by Speqto Technologies have the ability to provide smart and quick services with the help of voice based AI systems and natural language processing.

Why Choose Us for AI Development Services?

Speqto technologies is a world leader in innovation and use of cutting edge technology. Our strength comes from the backing of industry experts who are trained in AI development methods and technologies. Our solutions and services offer optimum performance and user-friendliness to our client’s. We ensure that our client’s are closely involved during the entire development lifecycle.

How can we help you ?

We are a sociable bunch and our new business comes primarily from recommendations & referrals from client’s & friends who know how we work. We don’t think that salesmen should do all the talking for us and so we recommend that you speak directly to our client’s to understand who we are and what we do. Our social media pricing is completely bespoke and is based on your current situation and your objectives.

Follow on insta.

AI & IoT

Our expert team of engineers have evolved to support the move from traditional technologies to the IoT platform. We have the experience and capabilities to integrate IoT with any other technology to create a hybrid smart technology. Our solutions are custom built, safe, secure and is guaranteed to bring satisfaction to our client's.

The concept of IOT (Internet of Things) gets more validation and stronger framework with blockchain. It makes intricate network of IOT simpler and effective with distributed ledger technology. Technoloader combines blockchain with IOT and attains the most favorable results. By deploying blockchain within the mechanism of IOT, it is possible to enhance the capability of IOT solutions.

Our AI Development Services

Machine Learning

Machine learning algorithms are next generation technology which has unlimited potential. Our team of data scientists and machine learning system developers have created and implemented systems with varied capabilities based on our client’s requirements.

Chat Bot

Chat bots and boxes are the first point of communication between a business and a customer. Artificial intelligent chatbots by Speqto Technologies ensure the entire process is smooth resulting in good customer experience.

Language Procesuring

Natural language processing is the latest development in the field of artificial intelligence systems. Devices and softwares such as Google assistant, Siri are such smart devices. NLP systems from Speqto technologies have unlimited potential and are a perfect match for any requirement.

Image Processing

Companies such as Apple and Samsung are using AI based facial recognition softwares to provide an extra layer of security to their devices. This is possible only with the help of high speed image processing capabilities of Artificial Intelligence.

Voice-based AI

Language processing is one of the most advanced developments in the field of Artificial Intelligence. Systems developed by Speqto Technologies have the ability to provide smart and quick services with the help of voice based AI systems and natural language processing.

Why Choose Us for AI Development Services?

Speqto technologies is a world leader in innovation and use of cutting edge technology. Our strength comes from the backing of industry experts who are trained in AI development methods and technologies. Our solutions and services offer optimum performance and user-friendliness to our client's. We ensure that our client's are closely involved during the entire development lifecycle.

FAQ

AI & IoT Development FAQs

Straight answers on cost, timelines, IP ownership, team setup and how we work. Cannot find yours? Ask a solutions architect directly.

What is the difference between IoT and AIoT?

IoT connects devices and moves their data to software. AIoT adds machine learning, either at the edge or in the cloud, so the system can classify, predict or decide rather than only report. Many projects start with plain IoT and add models once enough clean data exists.

Should the AI run on the device or in the cloud?

Run it on the device when latency, privacy, offline operation or bandwidth cost matter. Run it in the cloud when the model needs fleet-wide history or heavy compute. Many systems do both: a small edge model filters events, and a larger cloud model investigates.

Can you work with our existing hardware?

Often yes. If the devices expose standard protocols such as MQTT, Modbus, OPC UA or BLE, we can build ingestion and analytics around them. We review firmware access, update capability and security posture first, because those decide what can be added later.

How do you secure an IoT deployment?

We give every device its own identity, use TLS, sign firmware and restrict what each credential can do. We also plan certificate rotation and over-the-air patching, since a fleet that cannot be updated becomes a liability soon after launch.

Client reviews

Rated 5.0/5 by clients on Clutch

Independent, verified reviews from founders and technology leaders we have worked with. Read them in full on each platform.

“What I found most impressive about Speqto Technologies was their profound technical depth.”

Andrea Daminelli Founder & Co-CEO, Daze Milan, Italy · Blockchain development for an EV charging company
Verified review on Clutch

“The project management throughout this complex undertaking was exceptionally proactive and structured.”

Rostyslav Burylo CEO, Lynksen Lisbon, Portugal · Blockchain development
Verified review on Clutch

“Their ability to translate complex cryptographic concepts into actionable, business-aligned strategies set them apart.”

Oleksandr Sendulskyi Senior Marketing Manager, BINTIME IT Company Ukraine · Blockchain development services
Verified review on Clutch

See all reviews

Have an AI idea or a product to build? Let’s talk.

Tell us what you are building. A solutions architect will respond within one business day with next steps and a no-obligation estimate.

  • Free 30-minute consultation
  • NDA on request, before we talk details
  • Estimate within 3–5 business days
WhatsAppTelegramCall

Tell us what you want to build

A solutions architect replies within one business day. NDA on request.

We reply within one business day. Your details stay confidential.