Skybase vs Glean: Which Company Brain Fits a Small Team?

Glean and Skybase both answer the same question — "where do we actually say this?" — but they're built for opposite ends of the company-size spectrum. If you're a 10-to-40 person team evaluating either one, the comparison that matters isn't feature-for-feature. It's which model your team can actually run.

What Glean is built for

Glean is enterprise search. It connects to 100+ workplace apps — Slack, Google Workspace, Salesforce, Confluence, GitHub, Jira — and builds a unified index across all of them, ranked with permissions and context so the right person sees the right result. For a company with thousands of employees and years of scattered documentation, that breadth is the whole value proposition: one search bar instead of twelve.

That breadth comes with enterprise assumptions baked in:

• Pricing is quote-only, and most reported deployments start with a minimum of 100 seats — the math doesn't work for a 15-person team.
• Per-seat costs are commonly reported in the $40–75/month range before add-ons, which turns into real budget at any headcount.
• Rollout typically involves connecting dozens of data sources and configuring permissions, which usually means IT or a dedicated admin driving the setup.
• The compliance layer (SOC 2, SSO/SAML, RBAC) is genuinely strong — and genuinely aimed at organizations that need it for procurement reasons, not a five-person team choosing a tool on a Tuesday.

None of that is a knock on Glean. It's built correctly for what it's for: large, tool-sprawling organizations where knowledge is scattered across a hundred systems and finding anything requires serious infrastructure.

Where the small-team math breaks down

A small team doesn't have a hundred systems to unify — it has a handful of tools and a lot of context that never got written down in the first place. The problem isn't "our search is bad across our stack." It's "half of what we know only exists in a call transcript or a Slack thread, and nobody's turned it into anything searchable." Search infrastructure doesn't solve that. Something has to actually write the pages.

That's also where the enterprise pricing model stops making sense. Per-seat pricing with a 100-seat minimum is a rounding error for a 2,000-person company and a non-starter for a 20-person one.

What Skybase does differently

Skybase is built around the assumption that a small team's real bottleneck is turning scattered raw material — notes, transcripts, docs — into something trustworthy, not indexing an already-organized stack:

• One flat price per company, with unlimited teammates. No per-seat math, no minimum headcount.
• Paste in a transcript or a doc and an agent auto-files it into the right topic — support, pricing, clients — instead of leaving it in an inbox.
• Every page shows its source and last-confirmed date, and conflicting information gets flagged instead of silently overwritten.
• New and updated pages sit in a human review queue before they're trusted, so the brain earns accuracy instead of assuming it.
• You can export a skill file or connect via MCP, so tools like Cursor or Claude Code can answer from the same brain your team uses.

Setup is closer to "paste your first few docs in and start asking questions" than "schedule a rollout with IT."

Which one is actually for you

If you're running a large organization with a dozen disconnected systems and a compliance team that needs SSO and audit logs, Glean's enterprise machinery earns its price. If you're a small team where the real problem is that nobody has time to write things down — and what does get written down goes stale within a quarter — you don't need broader search. You need something that builds the knowledge base for you and keeps it honest. That's the gap Skybase is built to fill. For the wiki-shaped version of this same question, see 5 Signs Your Team Needs a Company Brain.