NeoMind vs Glean: enterprise search vs affordable AI teammates
Short answer: choose NeoMind if you’re an SMB or mid-market business that wants an affordable internal knowledge agent (Hugo) plus customer-facing web and phone agents — measurable, grounded, and live in an hour. Choose Glean if you’re a large enterprise that needs a permissions-aware knowledge graph unifying 100+ internal apps and you have the budget for it. Glean is a powerful enterprise Work-AI platform; NeoMind brings grounded internal and external AI agents to businesses that can’t justify an enterprise search deployment.
At a glance
| Capability | Glean | NeoMind |
|---|---|---|
| Best for | Large enterprise | SMB / mid-market |
| Core use | Enterprise knowledge search & assistant | Web + phone + internal AI teammates |
| Customer-facing agents | Not the focus | Yes — Simon (web), Maeve (phone) |
| Can you measure it | Usage analytics | Objectives + KPIs + scorecards per employee |
| Takes real actions | Search, answer, summarise | Books, captures, escalates, updates CRM |
| Pricing model | Enterprise contracts | Flat, predictable pricing per AI employee |
| Deployment | Enterprise rollout | ~60 minutes, self-serve |
Competitor pricing and capabilities change frequently and vary by deployment. Confirm Glean’s current offering directly before you decide.
Where NeoMind wins
- Affordability and accessibility. Hugo gives a small team a grounded internal helpdesk for staff questions — leave, expenses, policies, SOPs — on flat, predictable pricing, with no enterprise contract and no procurement cycle. Glean is built and priced for large enterprises.
- Customer-facing too. NeoMind isn’t only internal — Simon handles your website and Maeve answers your phone, all from the same Brain. Glean is focused on internal enterprise knowledge.
- You can measure it. Enterprise search shows you usage analytics. NeoMind gives you a per-employee scorecard: an objective, weighted KPIs, and every conversation scored by an AI judge, with guardrail violations scoring negative so the number can’t be gamed.
- Self-serve and fast. Live in ~60 minutes, grounded and cited, with no rollout project.
Where Glean wins
Glean is a serious enterprise platform, and an honest comparison says so:
- Enterprise breadth. Glean unifies a large estate of internal apps behind a permissions-aware knowledge graph — purpose-built for large, complex organizations.
- Governance and scale. For thousands of employees with strict access controls, Glean’s permissions model and governance tooling are built for exactly that.
- Deep enterprise integrations. If your knowledge is scattered across many enterprise systems, Glean’s connectors are designed for that sprawl.
Who should pick which
- Pick NeoMind if you’re an SMB or mid-market business that wants an affordable internal knowledge agent plus customer-facing AI, fast and measurable.
- Pick Glean if you’re a large enterprise needing deep, governed search across a sprawling internal app estate.
Glean is enterprise search for a large workforce. NeoMind is a small, measurable team of AI employees — internal and customer-facing — you can stand up today.
Frequently asked questions
For internal knowledge use cases, yes — NeoMind’s Hugo gives a small team a grounded internal helpdesk on flat, predictable pricing, without an enterprise contract or procurement cycle. NeoMind also adds customer-facing web and phone agents. Glean is built and priced for large enterprises.
Hugo answers staff questions — leave, expenses, policies, SOPs — grounded in your real handbook with cited sources. It targets SMB and mid-market needs rather than enterprise-wide search across 100+ internal systems behind a permissions-aware knowledge graph, which is Glean’s domain.
Yes. You set an objective and weighted KPIs per AI employee, and an AI judge scores every conversation against that rubric into a per-employee scorecard, with guardrail violations scoring negative. Enterprise search platforms surface usage analytics, not a per-employee performance score.
Yes. NeoMind isn’t only internal — Simon handles your website and Maeve answers your phone, all from the same Brain as Hugo. Glean is focused on internal enterprise knowledge, not customer-facing channels.
Compare the rest of the field on the comparison hub, read how to measure an AI employee, or browse the best AI agents for SMBs in 2026. More on the NeoMind homepage.