Data Analytics
& AI

While the adoption of the Internet of Things (IoT) helps businesses stay relevant in today’s world, intelligent data analysis in IoT devices is a complex endeavor. Realising the full potential of data collected requires the convergence of Artificial Intelligence (AI) and Machine Learning (ML) with IoT. AI and ML play a massive role in how we monitor IoT devices and stimulate smart decision-making, improve business process automation, optimise energy usage, and reduce cost.

Our
Offerings

Using our domain experience and deep expertise in multiple data warehousing and reporting platforms, we offer varied services across the data lifecycle including data acquisition, data aggregation, master data management, data governance, data analytics, data visualisation, data monetization, and data operations.

 

Our data analytics and AI expertise ensure successful outcomes for customers with our framework that helps prioritize use cases, build intelligence systems, connect the unconnected and leverage AI to extract value from data.

Connect

– Protocol integration
– Data format conversions
– Data streaming

Collect

– Data ingestion – Timeseries data cleaning, purging, and storage at the edge – Sorting and organizing data chunks – Exposing through REST API

Compute

– Experimental design [A/B testing]

– Data cleaning, filtering, and feature extraction

– Artificial intelligence algorithm and Machine learning model – development, migration and upgrades, recalibration, deployment

Report

 

 

– KPI dashboard
– Metrics reports
– Analysis reports
– Alerts, alarms, and           notifications

Connect

– Protocol integration
– Data format conversions
– Data streaming

 

Collect

– Data ingestion
– Timeseries data cleaning,
purging, and storage at
the edge
– Sorting and organizing data chunks
– Exposing through REST API

 

Report

– ProKPI dashboard
– Metrics reports
– Analysis reports
– Alerts, alarms, and notifications

 

Compute
– Experimental design [A/B testing]
– Data cleaning, filtering, and feature extraction
– Artificial intelligence algorithm development, migration and upgrades, recalibration,deployment
– Machine learning model development, migration and upgrades,
recalibration,deployment

Data strategy, governance, and compliance

– Data transformation roadmap  – Domain consultancy  – Technical consultancy

Our expertise in Platforms
and Technologies

Cloud provider

Frameworks

Databases

BI & Visualisation

Our Expertise in Platforms
and Technologies

Cloud provider

Frameworks

Data bases

BI & visualisation

Why Softdel for
Data Analytics & AI?

Extensive domain expertise

10+ years of experience in providing comprehensive AI/ML solutions and data engineering services to enterprises across the building and industrial automation domain.

Simple infrastructure

Our expertise in full-stack IoT development helps our customers integrate their AI/ML solution to an existing IoT infrastructure.

Ensure operational efficiency

Our experience working with IT/OT data complexities, enable our customers to reduce operational costs and time to market.

Enhanced security

Our ecosystem is secure all through the data lifecycle, from connect to report, and uses private cloud architecture with specialised features.

Extensive domain expertise

10+ years of experience in providing comprehensive AI/ML solutions and data engineering services to enterprises across the building and industrial automation domain.

Simple infrastructure

Our expertise in full-stack IoT development helps our customers integrate their AI/ML solution to an existing IoT infrastructure.

Ensure operational efficiency

Our experience working with IT/OT data complexities, enable our customers to reduce operational costs and time to market.

Enhanced security

Our ecosystem is secure all through the data lifecycle, from connect to report, and uses private cloud architecture with specialised
features.

Our Featured
Solutions

Find out how Softdel can help
your business grow