Elegant MicroWeb - Software Product & Services

28/05/2026

Eid Mubarak! Wishing you and your loved ones a blessed and joyous Eid-ul-Adha.

28/05/2026

Use Embedded AI to Improve Your Apps, Software Products and Competitive Advantage

https://www.elegantmicroweb.com/blog/why-use-embedded-ai-in-my-business-apps-and-products.htm

The use of embedded artificial intelligence (AI) within apps and software products can improve competitive advantage, productivity, time to market, streamline development time and deliver new features to keep pace with customer needs and enhance and improve customer and user satisfaction with responsive features that target user needs. https://www.elegantmicroweb.com/technology/artificial-intelligence-ai.htm

26/05/2026

DYK: Gartner Predicts the Continuing Evolution of AI in Data Analytics

Gartner predicts that, ‘By 2029, AI agents are projected to generate 10 times more data from physical environments than from all digital AI applications combined.’ This will produce trajectory data across logical, spatial and multiagent scenarios and offer an opportunity for world models to learn patterns from data and make accurate predictions and simulations.

Source: https://www.gartner.com/en/newsroom/press-releases/2026-03-11-gartner-announces-top-predictions-for-data-and-analytics-in-2026

22/05/2026

Multiple Reports.
Multiple Departments.
One connected view.

This is how a leading electrical sector organisation simplified reporting, improved visibility, and made decision-making faster across teams → https://www.smarten.com/blog/case-study-augmented-analytics-for-india-electrical-sector-organization-focused-on-testing-research-and-development-and-certification/



https://www.linkedin.com/feed/update/urn:li:activity:7463470490930565120

18/05/2026

This question quietly exists in a lot of analytics projects.

Because once the model is approved, the real challenge begins:

How do business users actually access predictions?

Through a dashboard?
A report?
A web service?
Inside an existing application?

That’s usually where projects slow down.

Not because the predictive model failed -
but because operationalizing the output for real users becomes more complex than expected.

Especially for ISVs trying to move faster across products, workflows, and customer environments.

That’s where Smarten PMML Integration becomes useful.

It helps teams take models created in platforms like Python, R, Java, KNIME, etc. and make predictions accessible through workflows, dashboards, reports, APIs, and business-friendly interfaces without heavy coding effort.

Interesting how often the biggest delay happens after the model is already finished: https://www.smarten.com/products/pmml-integration.html

14/05/2026

What Are the Benefits of a Minimum Viable Product (MVP) for a Start-Up Business?

https://www.elegantmicroweb.com/blog/should-my-start-up-business-create-a-minimum-viable-product-mvp.htm

A well-conceived MVP can help the business to validate product assumptions and compare what they are planning to the market need, and it will provide crucial insight from users which can be used to develop the final product, thereby minimizing the financial risk and cost of producing the final product and ensuring market success. https://www.elegantmicroweb.com/enterprise-software-services/mvp-development.htm

13/05/2026

You know what’s tricky about customer feedback?

Nobody says exactly what they mean.

A customer won’t write:
“Your onboarding flow is frustrating and I may churn in 2 months.”

They’ll write:
“Setup took some time.”

That’s it.

Now imagine hundreds of comments like that across reviews, chats, surveys, and support tickets.

Individually, they don’t look serious.
Together, they usually tell you exactly what’s going wrong.

That’s why sentiment analysis is becoming useful beyond marketing teams.

Product teams want it.
Support teams want it.
Customer experience teams definitely want it.

Because the real insight is usually hidden inside the language customers casually use every day.

Smarten helps make those patterns easier to spot without making the process technical for business users.

Interesting to see how much customer intent sits inside ordinary feedback once you start analysing it properly: https://youtu.be/TChOMXT5zCU

To further our objective to support Data Democratization across the organization, Smarten has launched Smarten Sentiment Analysis.Smarten Sentiment Analysis ...

13/05/2026

NLP and Clickless Analytics: Discover the Who, What and Where!
https://youtu.be/Yl2saevvguU

With natural language-processing search capability and Clickless Analytics, users can simply enter a search query in natural language and the system will translate the query, and return the results in natural language in an appropriate form, such as visualization, tables, numbers or descriptions.

Clickless Analytics allows users to understand context, including geography, places and people. Enter a question and the system will identify a person or a place automatically and provide an answer within the context of the person, people or geographic location. Ask, ‘Who sold the most cake in Chicago, Illinois in the first quarter of 2020?’

Clickless Analytics democratizes advanced analytics so business users can enjoy the benefits of smart data discovery. Just ask a question, and let the system do the rest.

Smarten Augmented Analytics supports business users. There is no training in advanced analytics required. It uses machine learning and NLP to provide clear, ...

12/05/2026

We tend to treat churn like an event.
But it’s really a slow drift.

Nobody wakes up and cancels out of nowhere.
There’s always a build-up - you just don’t always catch it in time.

The tricky part is that early signals don’t feel urgent.
So they get ignored until it’s too late.

Once you start looking at patterns instead of isolated metrics, things change quickly.

If you’re rethinking how early your product can spot churn signals, this is a good place to start: https://www.smarten.com/augmented-analytics-learn-explore/use-cases/customer-churn.html

07/05/2026

How Can I Ensure Return on Investment for Augmented Analytics and Enable User Adoption?

https://www.linkedin.com/pulse/ensure-return-investment-user-adoption-a5j4f/

How Can I Ensure Return on Investment for Augmented Analytics and Enable User Adoption?

https://www.smarten.com/blog/ensure-return-on-investment-and-user-adoption-for-augmented-analytics/

There is no doubt that the augmented analytics market is growing by leaps and bounds around the world. But for the business wishing to roll out its first augmented analytics software installation or for companies that wish to upgrade their analytics and improve data democratization and data literacy, the path to full implementation and user engagement can be fraught with missteps.

https://www.smarten.com/products.html