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Comparison

AANCER vs Glean:
the same enterprise knowledge, kept inside your perimeter.

Glean is the category leader in enterprise work-AI: polished search and assistants over your company's knowledge, public Fortune-500 references, and one of the best-funded companies in the space. It is also, by construction, a cloud service. AANCER is the sovereign alternative — the same enterprise knowledge, chat and agents, running inside your own perimeter, for the organizations that stop at exactly that line: where "permission-aware in our cloud" is not the same as "never leaves our infrastructure," and where automation needs approvals and audit evidence, not just answers.

TL;DR — Choose Glean for best-in-class enterprise search and assistants as managed SaaS, priced per seat, if cloud processing of your corporate knowledge is acceptable — and for a certification program that leads AANCER's today. Choose AANCER when data may not leave your perimeter, when you need governed automation on top of chat and knowledge, and when a whole-organization rollout shouldn't be a per-seat bill.

At a glance

Polished cloud vs. sovereign platform.

DimensionAANCERGlean
Where your data is processedYour infrastructure — on-prem, private k8s, or air-gappedSingle-tenant cloud (GCP); on-prem via a Dell partnership (newer)
Pricing modelPer deployment · unlimited usersPer seat (~$45–75/user/mo reported); ~$50k+ minimum contracts
AI chat & assistants over company knowledge✓ with inline citations✓ market-leading polish
Enterprise search maturityRAG-centered knowledge, hybrid retrieval✓ category leader, years of ranking refinement
No-code automation designer✓ 700+ connectors, approval steps, guardrailsAgents; automation is not the product's center
Human-in-the-loop approvals✓ built into every editionNot a core mechanism
Sovereignty enforcement in the runtime✓ fail-closed policy engine blocks cloud calls per workspacePermission-aware access within their cloud
Air-gap deployment & offline licensing✓ from the free EVAL editionOn-prem via Dell partner (newer); fully air-gapped unconfirmed
Audit trailAppend-only, chain-hashed, tamper-evident, exportableEnterprise logging & compliance features
Security certificationsControls mapped to 27 regulations; ISO 27001 in progress; verifiable audit chain + signed passportsHolds ISO 27001, ISO 42001, SOC 2 Type II, HIPAA
ReferencesEarly-stage; regulated-industry deploymentsPublic Fortune-500 references

Glean details from glean.com (security, deployment and LLM docs) retrieved August 2026; pricing is buyer-reported by third parties, as Glean does not publish official prices. Deployment, model and certification facts are from Glean's own pages. Verify against current materials; tell us if anything here is out of date.

The detail

Three differences that decide it.

1 · Permission-aware is not sovereign

Glean's security story is real and well-executed: users only see what they're allowed to see, and the platform holds a strong certification stack (ISO 27001, ISO 42001, SOC 2 Type II, HIPAA). But by default every document, every index, every query is processed in Glean's cloud. Glean has recently added an on-premises option through a Dell partnership, but it is new, enterprise-gated, and does not change the default posture. For most companies cloud processing is an acceptable trade. For a bank's deal room, a defense supplier's engineering data, a hospital's records, or any air-gapped environment, it is disqualifying — no certification changes where the data physically goes.

AANCER inverts the architecture: the entire platform — models included, when you run local ones — operates inside your perimeter. A fail-closed policy engine enforces it at runtime: workspaces classified sovereign can never reach a cloud model, and the refusal itself is recorded in a tamper-evident audit ledger.

With Glean your data is protected inside their cloud. With AANCER it never enters a cloud you do not control.

2 · Answers vs. governed actions

Glean's core loop is knowledge in, answers out — done brilliantly. AANCER's loop continues past the answer: the same platform runs a no-code automation designer with 700+ connectors where a named person approves before anything consequential executes, agents operate under signed passports with tool allowlists and budgets, and every decision lands in the audit chain. If your goal is AI that does regulated work — invoice intake, contract review, HR onboarding — rather than AI that answers questions about it, that second half is the product.

3 · Per-seat mathematics at organization scale

Glean does not publish prices; it sells per seat through sales, and buyer-reported figures put it in the tens of dollars per user per month with five-figure minimums. That is the point: per-seat pricing compounds with headcount, so the organization-wide rollout you actually want is the expensive case. AANCER licenses the deployment with every user included — rolling it out to the whole organization, the outcome you bought it for, does not change the bill. Bring your real headcount and we will model both side by side.

Honestly, Glean's edge: the most refined enterprise-search experience on the market, years of ranking maturity, a certification program that currently leads ours (ISO 27001, ISO 42001, SOC 2 Type II, HIPAA), the reach of one of the best-funded companies in the category, and marquee references. If managed cloud fits your constraints and search is the job, Glean is the safer pick today.

The honest recommendation

Who should choose which.

Choose AANCER if

Your data can't leave — and AI must act, not just answer.

  • On-prem, private-cloud, or air-gapped deployment is a hard requirement
  • You need governed automation with approvals and audit evidence
  • EU AI Act, GDPR/DIFC, or sector rules demand in-perimeter processing
  • Organization-wide rollout makes per-seat pricing punitive
  • You want model freedom — local models for sovereign work, cloud only by policy
Choose Glean if

You want the best managed work-AI search, and cloud is fine.

  • Cloud SaaS processing of company knowledge is acceptable to your risk team
  • Enterprise search quality is the single most important criterion
  • You value a mature certification program and Fortune-500 references
  • You prefer a managed service with no infrastructure to run
  • Team size keeps per-seat economics comfortable

Run the same enterprise AI without sending your data to a cloud.

The EVAL edition runs the full AANCER platform on your infrastructure, air-gapped if you like. Bring your compliance scope and we will map it, requirement by requirement.

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