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# The Black Box Behind Every Dashboard - and What Happened When We Opened ItAnalytics

# The Black Box Behind Every Dashboard - and What Happened When We Opened It

Dashboards put a black box between people and the data behind them: reliable, until what someone needs don’t match what was built. My colleague Toms Vesperis and I gave an AI agent governed, identity-aware access to our CRM's semantic model to see what changes when someone can just ask. My honest verdict: it caught data quality problems nobody had flagged and answered questions no dashboard was ever built for - but the default output isn't always quite the shape you need, and how much to trust an ad-hoc answer is a real open question. This isn't a dashboard replacement yet. It's a serious new layer on top of one.

Edgars Puķītis

2026. gada 26. augusts

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From data to smarter decisions: what Latvia can learn from MaltaCase Study

From data to smarter decisions: what Latvia can learn from Malta

Artificial intelligence is often seen as a miracle cure that, once a licence is purchased and a tool is implemented, promises greater productivity on its own. In practice, however, the benefit of technology depends on people’s ability to work with it. Without a basic understanding of data, its quality, and how to use it, even a very powerful tool cannot deliver a full result. Just as a calculator does not replace an understanding of basic mathematics, artificial intelligence does not replace data-driven thinking.

Artūrs Lazdekalns

2026. gada 31. jūlijs

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The Truth About AI Adoptionpeople analytics

The Truth About AI Adoption

On March 5th, Arrow ECS hosted the pan-Baltic event “Microsoft Partner Connect,” featuring me as a guest speaker to discuss

Peero

2026. gada 2. aprīlis

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BETT 2026 Exhibition and Conference in Londonpeople analytics

BETT 2026 Exhibition and Conference in London

I am 50+. I graduated from school more than 30 years ago. Last week, for the first time as part

Peero

2026. gada 29. janvāris

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Peero at Bett UK: A Journey to Transform School Culturepeople analytics

Peero at Bett UK: A Journey to Transform School Culture

As Peero prepares to attend Bett UK, the leading education technology event, we’re excited to embark on a journey of

Peero

2026. gada 7. janvāris

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Park it at “Thank you”Case study

Park it at “Thank you”

Cityparks Latvija is a company specializing in parking lot management and currently services more than 150 parking lots in various

Peero

2025. gada 18. jūnijs

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Grindeks: “Thank You” Celebration That Unites All EmployeesCase study

Grindeks: “Thank You” Celebration That Unites All Employees

Grindeks is the leading pharmaceutical manufacturer in Baltic States, headquartered in Riga, Latvia, and operating since 1946. Over the years

Peero

2025. gada 19. maijs

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4finance “People Awards”Case study

4finance “People Awards”

4finance Group is one of Europe’s largest digital consumer lenders. For more than 15 years we have been providing fast and convenient

Peero

2025. gada 4. aprīlis

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Unleash World 2024: How HR’s Future Balances People and TechnologyHR TRENDS 2024

Unleash World 2024: How HR’s Future Balances People and Technology

In October, the Peero team attended the Unleash World 2024 conference in Paris, which brought together thousands of HR professionals

Peero

2024. gada 29. oktobris

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Promoting a culture of recognition at ZZ DatsCase study

Promoting a culture of recognition at ZZ Dats

ZZ Dats is a 100% Latvian IT company with 29 years of experience in developing information systems of public significance.

Peero

2024. gada 14. oktobris

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MSC Shared Service Center Riga: The Gift Store transformed recognition into a unique and significant experienceCase study

MSC Shared Service Center Riga: The Gift Store transformed recognition into a unique and significant experience

MSC Mediterranean Shipping Company is a global leader in container transportation and logistics, a key market player in Latvia. The

Peero

2024. gada 29. februāris

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