Under the Hood

Finally see what you actually have.

Your talent stack has been collecting data for years. OneGuru connects all of it — validated by real work, synthesized by AI, and ready to act on it before you have to ask.

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Connects to your existing tools — nothing gets ripped out

THE ARCHITECTURE

Four layers.
One intelligence.

Your tools all speak different languages. We're fluent in all of them. Here's how it fits together.

Skills FoundationIntelligence LayerApplicationsGuru

Work-validated skills. Not what people claimed.

Self-reported skills are stale on arrival. Guru doesn't guess. Every skill earns its place through three layers of evidence — detected from real work, validated by humans, and confidence-scored before anyone acts on it.

Detected from real work — projects, assessments, daily output

Validated by managers, peers, and experts

Confidence-scored before anyone acts on it

ESCO, O*NET, and Lightcast standards built in

Updated continuously — not at annual review time

The context engine behind every decision.

An agent is only as useful as the context it carries. Guru builds a five-layer profile for every employee — updated continuously as new signals come in from every connected system.

No employee ever fills out a form — it builds from their daily work

44 signals per person across all connected tools

Digital Twin, Org Intelligence, Predictive, and Ontology engines

Four modules. One data layer.

Acquire, Learn, Perform, Grow — four integrated applications sharing one intelligence layer. What happens in Learn powers Perform. What happens in Perform shapes Grow. Nothing gets left behind.

Use native OneGuru modules or connect what you already have

BYOT — Bring Your Own Tech. We connect to it all

Every module feeds the same intelligence layer

The agent that acts before you have to ask.

Guru isn't a chatbot you go to. It's a coaching agent that comes to you — the moment the data says it's time. SCAN detects the moment, classifies it, selects the right skill, and delivers the nudge.

SCAN framework — Surface, Classify, Align, Nudge

Built on Microsoft Fabric and Azure infrastructure

Connects to Microsoft Copilot with full employee context

One language for all your data.

Whether data comes from a native OneGuru module or an existing third-party system, it passes through the same normalization layer — so the intelligence on the other side is always consistent, regardless of source.

HRIS, LMS, performance, goals, skills, comms — all connected

Bronze → Silver → Gold medallion architecture via Microsoft Fabric

Semantic ontology maps different terminology to one standard

Nothing changes in your current stack

What real talent intelligence delivers.

When you finally know what your people can actually do — in real time — the business impact is measurable.

10–20%

Improvement in hiring and training accuracy

When decisions are made from verified skills, not self-reported data

18%

Higher revenue per employee

Organizations with real skills visibility consistently outperform peers

50%

Faster internal fills vs. external hiring

When you can see who's actually ready — you stop looking outside first

30%

Reduction in wasted training spend

Stop training people on skills they already have — or skills they don't need

Start wherever you are. We'll meet you there.

OneGuru meets you at your current stack — whether you're running native modules, connecting external systems, or both. Nothing in your current environment needs to change.

PROFILE 01

Intelligence Only

You bring your existing tools. OneGuru connects to them, builds profiles, runs SCAN, and delivers coaching and analytics on top. Nothing in your current stack changes.

No rip-and-replace

PROFILE 02 · MOST COMMON

Hybrid

Use native OneGuru modules where they add the most value, and connect existing tools everywhere else. The intelligence layer works identically regardless of data source.

Most common

PROFILE 03

Native Modules

Deploy OneGuru's native performance, learning, skills, and career modules — and get the deepest possible intelligence layer with the fastest signal processing.

Full platform

Enterprise-grade security, built in — not bolted on.

OneGuru is built for organizations where people data is among the most sensitive in the enterprise. Security and compliance are foundational to the architecture.

SOC 2 Type II

Independently audited controls for security, availability, and confidentiality of customer data.

‍

GDPR Ready

Data residency controls, consent management, and right-to-erasure workflows. Built for global compliance from day one.
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On-Premise Option

For organizations where data cannot leave their own infrastructure — full deployment within your environment, zero external data transfers.

ENCRYPTION

AES-256 at rest · TLS 1.3 in transit · Customer-managed keys available

DATA RESIDENCY

US, EU, and APAC regions · Data never crosses regional boundaries without explicit configuration

FULL AUDIT VISIBILITY

Every signal processed, every coaching moment generated, every data access logged

ROLE-BASED ACCESS

Employees see their data · Managers see their team · CLOs see aggregate intelligence

Give every employee a Guru.

15 minutes. We’ll show you what Guru sees that your current tools don’t.

Book a Demo

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Ready to know your people — and
actually grow them?

No demo theater. A real conversation about your stack, your data, and what's possible when you finally have the full picture.

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Phone
+1 609-606-9984
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