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Replacement · Knowledge · AI-native

Sana

AI knowledge and learning — the company brain that is not another wiki.

AI-NativeQuiz Top Match
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#15 of 26 in KnowledgeBaseline Sep 22, 2026. The arrow shows when this rank moves.

What this page answers

This page is Afterstack’s Sana briefing for teams picking Knowledge or leaving a stack they already pay for. Sana is listed as a replacement for Confluence, Glean, Guru. AI knowledge and learning — the company brain that is not another wiki. Editorial attributes below feed the quiz; affiliate status does not.

Sana is an AI-native knowledge and learning platform: search, assistants, and training on company content. A Glean/Guru-class challenger with a learning heritage. Confirm current packaging on the vendor site.

Replaces

Take the Knowledge quizCompare

Plan this migration · Vendor site

Outbound links use /go/sana. Disclosure

Screenshots

No vendor-submitted or Afterstack-hosted product media on this briefing yet. Afterstack does not scrape third-party screenshots or reviews. Affiliates and claimed profiles never change a quiz rank.

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Reviews

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Who it's for

Editorial fit notes from the Afterstack briefing — not a marketplace persona pack, and not a rank.

  • AI company search plus learning
  • Teams that want an assistant on internal knowledge
  • Enterprises replacing wiki-plus-LMS piles

Who it's not for

  • A public docs site only
  • Self-host boutique
  • File-sync as the whole job

Pros

  • AI-native knowledge
  • Learning plus search
  • European vendor

Cons

  • Not a file store
  • Custom pricing
  • You still need source systems

Integrations and compliance

Catalog flags from the Afterstack briefing. Afterstack does not invent certifications.

Integrations

  • Open API

Compliance

  • SSO
  • SOC 2

In an AI workflow

How each catalog product sits on an Afterstack leave path — replacing an incumbent stack, or working beside an AI-native one. Editorial flags only. This module does not change a category rank.

  • Replaces the incumbent stack

    Sana

    Sana is in the AI-native crop for Knowledge. On an Afterstack leave path it is a product you move to, in place of the incumbent system — not an assistant bolted on beside it.

    • Editorial AI-native score 9/10.
    • Catalog flags an AI assistant.
    • Catalog flags workflow automation.
    • Filed as a replacement for Confluence, Glean, Guru.

    Sana profile · Take the Knowledge quiz

Company news

Attributed press and M&A from the Sana company page. Intel, not a category rank.

Sana company page

How this product is scored

The published fit score is 0–100: achieved weights divided by the most these answers can award. 100 is a perfect match. Hard filters run first. Soft scoring uses these editorial 1–10 attributes. Affiliate status is not in the table.

Forbidden in the ranker: affiliateProgram, affiliateUrl, migrationDifficulty, media, sources. Full methodology.

AI-native90

Weighted when you say AI matters; under 7 is a hard filter if AI is a dealbreaker.

Speed to live60

Weighted on aggressive timelines (week / month).

Ease of use70

Weighted when you want simple configuration.

Customization50

Weighted when you need deep objects or a platform.

Reporting60

Weighted on advanced / enterprise reporting answers.

Email50

Soft score plus Gmail/Outlook hard filters.

Value60

Weighted on tight budget answers.

Migration50

Shown here for cutover honesty. Not a quiz weight.

Support60

Catalog attribute; not a primary quiz lever today.

Mobile60

Catalog attribute; not a primary quiz lever today.

Relationships / matching40

Weighted on relationship-intelligence jobs (CRM), talent matching (Recruiting), ABM (Marketing), and enablement adjacency (Knowledge).

Outbound / sourcing30

Weighted on outbound jobs (CRM, Sales engagement), candidate sourcing (Recruiting), ABM (Marketing), and enablement (Knowledge).

Migration

Cutover complexity is editorial (S / M / L). It is not a scoring input — the quiz scorer will throw if this field leaks into rank payloads.

Complexity

M

Medium

Plan a parallel run. Identity, history, and a few integrations will dominate the calendar.

Export and API

  • Open API is flagged — programmatic export and sync are plausible. Confirm object coverage on the vendor site.
  • Editorial data-migration score 5/10; speed-to-live 6/10. Those are judgments of the product surface, not a services quote.
  • SSO is flagged. Map identity groups before cutover day.
Open Migration Agent

Specialists for this stack

Matched to Confluence → Sana by partner focus stacks and product tags. These firms are migration specialists — they never enter a software quiz rank. How matching works.

Migration specialist

Faculty

project · unclaimed

Applied-AI partner when the migration is really ‘put models into the operating loop,’ not a CSV into a new SaaS.

Knowledge stack · Data focus

Migration · Ai Adoption · Data

ProfileVisit site

Migration specialist

Avanade

Custom pricing · unclaimed

Microsoft-centric migration programs (Dynamics, 365, Copilot-adjacent). Listed for SharePoint/CRM gravity, not as a product page.

Knowledge stack

Migration · Crm Implementation · Ai Adoption

ProfileVisit site

Migration specialist

Slalom

Custom pricing · unclaimed

Migration and adoption partner for teams whose switch is too complex for a DIY cutover — CRM, data, and AI programs.

Knowledge stack

Migration · Ai Adoption · Crm Implementation

ProfileVisit site

Migration specialist

Thoughtworks

Custom pricing · unclaimed

Engineering-led migration when the blocker is building the after, not buying another seat — data, AI, and platform cuts.

Knowledge stack

Migration · Ai Adoption · Engineering

ProfileVisit site

Questions teams actually ask

Who is Sana for?+

AI company search plus learning; Teams that want an assistant on internal knowledge; Enterprises replacing wiki-plus-LMS piles. Not for: A public docs site only; Self-host boutique; File-sync as the whole job.

How much does Sana cost?+

Custom pricing. Sales-led AI knowledge; confirm current Sana packaging. List prices go stale; confirm on the vendor's site.

Is Sana a good Confluence, Glean, Guru alternative?+

AI-native knowledge Constraints: Not a file store. Software quiz rankings ignore whether we get paid.

How AI-native is Sana?+

9/10 on our AI-native attribute. It has an AI assistant flag in the catalog. A 7+ is required if you mark AI as a dealbreaker in the quiz.

Discuss

Ask a question about Sana

First-party only. We log the question the same way as a claim or review. Nothing is published until editorial review.

Asking a question does not change software quiz rankings. Methodology.

No published answers on this briefing yet. Questions you send stay in the log until editorial review.

Compares

Selective head-to-heads that include this product. Affiliate programs never change the order.

Leave a review · Published reviews · How we rank · Data provenance · Ask a question · Claim this profile. None of these change a quiz rank.

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