Compare
Most options sell you a product. We hand you a system.
The four ways organisations usually buy AI over their knowledge, and where we differ. When one of them fits you better, we’ll tell you in discovery.
In short
Compared with per-seat AI search (such as Glean or Slite), Microsoft 365 Copilot, enterprise search platforms (such as Mindbreeze or Sinequa) and sovereign AI platforms (such as Cohere North or Langdock), DeepVox is the option where the client owns the code, the price does not grow per user, and voice agents run on the same core.
By category
Side by side.
| DeepVox | Per-seat AI search | Microsoft 365 Copilot | Enterprise search platforms | Sovereign AI platforms | |
|---|---|---|---|---|---|
| Examples | — | Glean, Slite | Microsoft | Mindbreeze, Sinequa | Cohere North, Langdock |
| Runs fully on your infrastructure | Yes | Partly: vendor cloud, or your cloud run by the vendor | No: Microsoft’s cloud | Yes, on-prem options | Yes, on-prem options |
| Who operates it | You, or us if you prefer | The vendor | Microsoft | You or the vendor | You or the vendor |
| What the price grows with | Scope of work; infrastructure at cost | Every user | Every user, on top of Microsoft 365 | Documents indexed, or licence | Users or licence |
| You own the code | Yes, from the first commit | No: licensed product | No: licensed product | No: licensed product | No: licensed product |
| Native voice agents | Yes | Not a core offering | Not a core offering | Not a core offering | Not a core offering |
| Built around your requirement | Options scored openly, ours included | Their product | Their product | Their product | Their product |
Categories summarise vendors’ publicly available information as of October 2026. Individual products vary.
Detailed comparisons
Go deeper.
Glean alternative
Self-hosted, owned, no per-seat licences.
Learn more →Microsoft Copilot alternative
When Copilot is enough, and when it isn’t.
Learn more →Build vs buy
In-house team, SaaS product, or a partner you own the result of.
Learn more →RAG vs fine-tuning
How we decide on evidence.
Learn more →Where others are stronger
What we won’t claim.
- Glean and Sinequa have far larger ready-made connector libraries.
- Slite is cheaper and faster for a small team that only needs a wiki with AI.
- Copilot is the easy answer for an organisation fully on Microsoft.
- Larger vendors can show big-name customers publicly; our references are shared in discovery.
FAQ
Questions, answered.
Will you recommend a competitor if it fits better?
Yes. The discovery sprint scores the options, including our own platform, against your requirements.
How current is this comparison?
It reflects public information as of October 2026. Products change; ask us for a current like-for-like assessment.
Related
How we work
Discovery, mapping, customization, operation.
Learn more →Pricing
Not per user, per document or per conversation.
Learn more →Ownership
Exit cost is knowledge transfer.
Learn more →Updated October 2026.
Start with two weeks of evidence, not a sales call.
A fixed-price discovery sprint, credited against whatever comes next. Or write to sales@deepvox.ai.