The Knowledge Management War Is Getting Personal for Guru
Glean just raised the stakes in enterprise search. With a fresh round of agentic AI features that let employees not just find information but act on it, Glean is moving into territory that Guru has long treated as its home turf – and the pressure on Guru’s enterprise book of business is starting to show.
What Glean Is Actually Building Now
For most of its existence, Glean operated as a search layer – a smart connector that could surface answers from across an organization’s scattered tools: Slack, Google Drive, Confluence, Salesforce. It was good at search, but it was still just search. The new agentic direction changes that framing entirely. Glean’s updated product lets AI agents take action on behalf of employees, drafting responses, updating records, and routing workflows without the user leaving a single interface.
The company has been building toward this for a while. Glean’s underlying architecture was always designed to ingest massive amounts of enterprise data and understand context across systems. Agentic capabilities are a natural extension of that – once you know where all the information lives and what it means, the next logical step is to do something with it. That progression from retrieval to action is where Glean is now planting its flag.
What makes this particularly sharp for competitors is Glean’s enterprise distribution. The company has signed contracts with large organizations across finance, healthcare, and technology – the exact client profiles where Guru has historically been most competitive. Glean isn’t arriving as an unknown challenger. It already has badge access to the building.
The feature rollout has also been timed well. Enterprise buyers are currently under pressure to consolidate their software stacks and cut tools that overlap. When a platform they already pay for starts doing something a second platform also does, the second platform faces a difficult renewal conversation.
Why Guru’s Position Is Under Genuine Stress
Guru built its reputation on verified knowledge – the idea that information inside a company could be curated, fact-checked, and trusted. That’s a meaningful problem to solve. Misinformation spreads fast inside large organizations, and Guru gave teams a way to tag content as authoritative, set expiration dates on cards, and assign verification owners. For customer support teams and sales enablement teams in particular, that reliability was the product.
The challenge now is that Glean’s agentic features are targeting those same workflows. A sales rep who once turned to Guru to find the approved answer on a competitor comparison can now ask Glean directly and get a generated response pulled from verified internal documents. The user doesn’t necessarily notice the difference – and that’s the problem for Guru. If the output looks comparable, the case for maintaining a separate knowledge management tool gets harder to make to a CFO reviewing renewals.
Guru has responded by leaning further into its AI functionality, including an AI-powered search layer and content generation tools. But the product gap is narrowing in a direction that favors Glean’s broader platform strategy. Glean is expanding outward from search into knowledge management and action. Guru is expanding inward from knowledge management into search and AI. They are converging, but Glean has more runway and more capital to accelerate that convergence.
There’s also a distribution asymmetry worth examining. Glean often enters organizations through IT or engineering leadership, which gives it visibility across the full tech stack from day one. Guru typically enters through customer success, HR, or sales enablement – teams that are powerful users but rarely control the vendor consolidation decisions. When the executive sponsor for a renewal conversation is in IT, Glean has a structural advantage.
This dynamic is playing out across the enterprise software category more broadly. When AI features get stacked onto well-funded platforms, smaller tools built around a single strong use case find themselves fighting to justify their line item. Guru is not a small company, but it is narrower in scope than Glean, and scope is what enterprise buyers are currently rewarding.
What Guru Still Has That Glean Doesn’t
The verification layer remains a real differentiator – for now. Glean’s AI-generated answers are only as reliable as the documents feeding them, and large organizations often have conflicting, outdated, or poorly tagged internal content. Guru’s workflow for human-reviewed knowledge cards introduces an accountability step that AI search alone doesn’t replicate. In regulated industries where the wrong answer carries compliance risk, that accountability step isn’t optional.
Whether that advantage survives the next product cycle is the real question. Glean has reportedly been exploring ways to let organizations designate authoritative sources and flag verified content inside its own platform. If that feature ships in a form that satisfies enterprise compliance teams, Guru’s core differentiation gets thinner. The window for Guru to either deepen that moat or expand into adjacent workflows that Glean hasn’t touched is narrowing, and it may be measured in contract renewal cycles rather than years.
