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Embedded

AI People Analytics · Powered by Visier

Embed people analytics and genAI into your own app.

Embedded lets software vendors and enterprises put trusted workforce intelligence — analytics and generative AI — directly inside their own product or portal. Ship faster on a battle-tested semantic layer, with governance and security built in. Built on Visier Embedded and delivered in the GCC by Ensaan.

Visier Embedded

Just adding AI to your product isn’t enough

Most workforce-AI features fail — usually because the data isn’t AI-ready, answers can’t be “mostly right,” and employee data is high-risk and heavily regulated. Embedded solves all three so you can ship AI that actually works.

A battle-tested semantic layer

AI-ready workforce data

Visier’s semantic layer manages the complexity and sensitivity of workforce data out of the box — turning fragmented fields into trusted, reliable insight.

No hallucinations

A battle-tested data model grounds answers in real workforce concepts, so your AI serves the right answer rather than a confident wrong one.

Governance built in

Built-in compliance, security and governance let you launch with confidence on data that is deeply personal and regulated.

Embedded — semantic layer

What you can embed

🤖

GenAI (Vee)

Embed the generative-AI assistant so your users ask workforce questions in plain language, inside your product.

📊

Analytics Suite

Surface analyst-grade dashboards and insight several layers deep, directly in the flow of work.

💰

Smart Compensation

Embed intelligent, data-driven compensation insight into your own pay and reward workflows.

Embedded — in your product

Deliver analyst-grade insight inside your app

Ship in a quarter of the time

Skip the long in-house build and deliver a working, AI-first analytics experience to your users far faster.

Deploy your way

Stand-alone or as part of your own AI — embed the experience the way your product needs it.

Monetise the experience

Products with embedded workforce intelligence command premium value — transform your UX into something you can monetise at scale.

Where it fits: Embedded is for building workforce intelligence into your own software or internal apps. For a ready-to-use analytics practice, see People.


Embedded — questions, answered.

Who is Embedded for?

Software vendors and enterprises that want to put workforce analytics and genAI inside their own product, portal or internal app.

How fast can we ship?

Visier’s semantic layer and out-of-the-box experience let teams deliver a working solution in a fraction of the time of an in-house build.

Can we embed the AI assistant?

Yes — GenAI (Vee), the analytics suite and smart compensation can all be embedded into your product.

Is the data governed and secure?

Yes — compliance, security and governance are built into the semantic layer, which is essential for personal, regulated employee data.


Related in the Ensaan stack

People Analytics

The turnkey analytics solution behind the platform.

Explore →

People Extend

Extend the model with your own objects and data.

Explore →

AI People Analytics

The platform Embedded is built on.

Explore →

Put trusted workforce intelligence inside your product.

See Embedded ship AI that works — delivered in the GCC by Ensaan.