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Leena AI vs Glean

Glean finds.
Leena AI acts.

Both ship as "AI for employees." One surfaces docs. The other resolves the work — passwords, laptops, PTO, expenses — end to end, in one conversation. Here's where we diverge.

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Two products. Two very different jobs.

Both call themselves AI for employees. They do very different things.

Leena AI

Action-first agentic platform.

Pre-built AI Colleagues that resolve work end-to-end across HR, IT and Finance. Native MCP + A2A. 70%+ self-service resolution.

Glean

Search-first knowledge platform.

Sharp RAG over your knowledge base. Surfaces documents and drafts summaries. Doesn't create tickets, update systems or close the loop — users leave Glean to act.

Feature comparison

Same question, different answers. Where the two platforms diverge on the
dimensions enterprise buyers weigh hardest.

Dimension
Leena AI
Glean
Core purpose
Acts. Multi-step execution across every enterprise system.
Answers. Surfaces docs and drafts summaries.
Integrations
200+ pre-built enterprise systems. Drag, drop, live in hours.
~100 connectors. Indexing setup, admin access per tool.
Time to value
Kickoff to live in days. No build phase.
Weeks to months. Indexing, provisioning, ongoing relevance tuning.
MCP & A2A
Native MCP server + A2A framework. Open-protocol, Linux Foundation governed.
MCP/SDK announced Sep 2025. A2A interoperability not publicly documented.
Process automation
Agent Operating Protocols. Business owners design end-to-end workflows. No developers.
Cross-system orchestration needs developer effort or third-party tooling.
Employee context
Contextual Memory + Orchestrator carry role, location, tenure, history and entitlements across turns.
Enterprise Graph maps content. Employee context is weaker.
Architecture
Action-first Agentic AI. Central Orchestrator + domain AI Colleagues.
Search-first. Knowledge Graph → RAG → Answer. Agentic layer added on top.

The questions that come up most

You'll hear these across the C-suite. Here's how we'd answer them — straight.

"We already use Glean for search."

Keep it for retrieval. Add Leena to actually resolve. When Glean finds the password reset SOP, Leena runs it. Different jobs, no overlap.

"Can you really go live in days?"

Yes. 200+ pre-built enterprise integrations. No indexing phase, no admin access provisioning per tool, no relevance tuning. Glean rollouts run weeks to months - ours run hours to days.

"Search is cheaper. Why pay for action?"

Tickets deflected is a metric for tools that can't resolve. We commit 70%+ self-service resolution. The cost question rewords itself in quarter two.

"How fast does this start showing return?"

Live in days, not quarters. The build phase Glean rollouts include — indexing, tuning, integrating to ITSM and HRIS — isn't on your invoice with us.

"Will my people actually adopt another tool?"

People use whatever closes their request fastest. Resetting a password in one turn beats reading three articles. Adoption follows resolution — and resolution is faster on Leena.

"Can it really handle benefits, PTO, onboarding?"

Yes — by role, location and tenure. Contextual Memory carries entitlements and history across turns. Eligibility is a lookup, not a guess.

Where Leena wins, clearly

If three or more of these describe your situation, this is the easier conversation.

The KPI is tickets resolved, not tickets deflected.

Employee requests cross multiple systems — not just one knowledge article.

Need go-live in days, not a multi-quarter indexing and tuning project.

In-house agents (Copilot Studio, Now Assist, Agentforce) need to call enterprise tools via MCP today.

Frontline, deskless or field workforce that needs voice, mobile or kiosk support.

HR, IT, Finance automation is the priority — not a side project.

Pick your next stop

Hand-picked next reads — short on filler, long on what matters.

Leena AI vs. Copilot Studio

One gives your team tools to build agents. We ship AI Colleagues already trained - live in weeks.

Moveworks

For CXOs deciding where the Agentic layer sits -inside the ITSM, or above the whole stack.

AOP Studio

AOPs are SOPs for AI Colleagues. The playbook they execute on - written in plain english.

Workflow Studio

1000+ pre-built tools across 200+ enterprise systems. Auto-bound to AOPs, deterministic by design.

Knowledge Studio

Enterprise AI knowledge layer - cleans, parses, and continuously health-checks every source.

Customers

Trusted by 500+ enterprises world-wide. Powering 20M+ employees across functions.

Agentic AI Architecture

The platform Fortune 500s use to build, govern, and run enterprise AI Colleagues.

Frequently asked questions

What's the difference between Leena AI and Glean?

Glean is enterprise search with a strong RAG layer — it finds documents, drafts summaries and points users to the right policy. Leena AI is an action-first agentic platform that resolves the work end-to-end: resets passwords, provisions laptops, approves PTO and processes expenses across 1,000+ enterprise systems in one conversation. Glean finds. Leena acts.

Is Leena AI a Glean alternative?

They serve different jobs. Glean is built for retrieval. Leena AI is built for resolution. Most enterprises use Leena to deflect and resolve employee requests autonomously across HR, IT, Finance and Procurement. If your dashboard tracks tickets deflected, you already need an action layer Glean cannot provide.

Does Leena AI do enterprise search like Glean?

Leena AI includes enterprise-grade knowledge retrieval as part of its agentic platform. The difference is what happens after the answer is found. Leena executes the next step — opening the ticket, resetting the access, processing the approval — instead of handing the user back to a queue.

How fast can I deploy Leena AI compared to Glean?

Leena AI deploys in hours to days using 1,000+ prebuilt connectors. Glean rollouts typically run weeks to months because of indexing, admin access provisioning per tool and ongoing relevance tuning. Time to value is one of the most consistent reasons enterprises pick Leena.

Does Leena AI support MCP and A2A protocols?

Yes. Leena AI ships a native MCP server and an A2A framework on top, so in-house agents like Copilot Studio, Now Assist and Agentforce can call Leena's app agents through open protocols. Glean announced an MCP/SDK in September 2025; A2A interoperability is not publicly documented.

How many integrations does Leena AI have compared to Glean?

Leena AI ships 1,000+ prebuilt connectors across HRIS, ITSM, ERP, CRM and knowledge bases — drag, drop, live in hours. Glean offers around 100 connectors with indexing-based setup and per-tool admin access, which extends rollouts significantly.

Can Leena AI replace Glean for HR, IT and Finance?

Yes. Leena AI's pre-built AI Colleagues for HR, IT, Finance and Procurement carry employee context — role, location, tenure, entitlements, history — across turns and systems. Onboarding, procurement, approvals and benefits workflows run autonomously without developer effort.

Is Leena AI better for ticket resolution than Glean?

Glean surfaces answers but does not create tickets, update systems or close the loop — users leave Glean to act. Leena AI commits to 70%+ self-service resolution in writing. If the metric is tickets resolved rather than tickets deflected, Leena is the action layer Glean does not provide.

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