Codify the connector set, access-control model and index-tuning profile for the five verticals that drive the most ARR, so a new customer starts from a validated pattern instead of a discovery call. The published two-to-four week crawl-index-tune window is the target to compress.
Published guidance is explicit that rollouts stall when access-control alignment is not settled before go-live. Move that work in front of the contract: a permissions readiness assessment run during evaluation, owned by solutions architecture, delivered as an artifact the customer's security team signs off.
Define, measure and report days-to-first-value and days-to-first-agent alongside ARR. The reported outcome for fast rollouts — eight to ten hours saved per person weekly and 14% velocity in month one — only becomes a sales weapon once it is measured on every account, not the reference ones.
A structured pre-production review covering permission blast radius, action scope, escalation paths and rollback — the customer-side counterpart to Glean's published Enterprise Agent Development Lifecycle. Owned by solutions architecture, delivered as a signed artifact, reusable per agent.
Ten to fifteen validated agent patterns per vertical — support triage, onboarding, sales research, policy lookup — each with its permission model, evaluation set and success metric pre-defined. Customers deploy a pattern, not a blank canvas. Patterns are how solutions work compounds instead of repeating.
A standing loop from field deployments into product: which connectors cost the most time, where permission models break, which agent patterns fail evaluation. Published guidance already flags edge-case connectors as a gap versus incumbents — the field sees which ones, first, and that signal should be structured, not anecdotal.
Two tracks under one org. Deployment architects own first production value on new accounts. Enablement architects own the pattern library, the partner curriculum and the customer-team upskilling that lets accounts self-serve their second, fifth and twentieth agent. Without the second track, every expansion consumes a specialist.
Once the reference architectures and pattern library exist, mid-market and standard-vertical rollouts can be certified out to systems integrators, with Glean solutions architects reserved for net-new patterns and strategic accounts. This is the only path to covering a doubling Fortune 500 base without doubling the org.
Replace bespoke proof-of-concept scoping with a defined evaluation framework: fixed success criteria agreed up front, a standard data set, a decision date. I built exactly this at Cascade Cloud Systems and moved a 90-day enterprise technical evaluation to 45 days without lowering the win rate.
Validated connector, permission and tuning patterns per vertical. New accounts start from a known-good baseline.
Permissions and agent-scope validation as a signed pre-production artifact, run before go-live rather than after an incident.
A vertical library of pre-validated agents with evaluation sets and success metrics attached. Customers deploy, not design.
Days-to-first-value and days-to-first-agent measured on every account and reported next to ARR.
Against software the customer already owns, the winning argument is not better retrieval — it is measurable value inside the first month, proven the same way on every account.
The next dollar comes from departments six through twelve. Those land when a customer can deploy their own agents without a specialist on the call.
Query-time permission enforcement is the differentiator, and today it is a technical claim. A readiness review turns it into something a security team signs.
| Capability | Glean | Microsoft 365 Copilot | Google Gemini Enterprise | Build In-House |
|---|---|---|---|---|
| Cross-tool coverage | Vendor-neutral, 100+ connectors | Deepest inside the Microsoft stack | Strongest inside Workspace | Whatever you build |
| Permission enforcement | ACLs at query time, every retrieval | Native to M365 tenancy | Native to Workspace | You own the risk |
| Agent governance | Moderators + action controls GA Dec 2025 | Tenant-level admin controls | Workspace admin controls | Build it yourself |
| Deployment effort | Weeks: crawl, index, tune | Effectively zero — already installed | Low inside Workspace | Months to quarters |
| Procurement friction | New line item, new vendor review | Often inside an existing agreement | Often inside an existing agreement | Internal headcount |
| Certified deployment patterns | Opportunity | Partner-led | Partner-led | — |
An immediate, zero-engineering win: publish days-to-first-value as a stated deployment commitment, per tier, on the pricing page — the way uptime SLAs are published. The fastest customers already hit two to three days. Naming the number costs nothing, is defensible from existing data, and forces the one comparison a bundled incumbent cannot win on: not who is cheaper, but who is working by Friday.
Glean’s permissions-aware knowledge graph is the moat — but a moat only pays once agents run on it, and agents only run once the customer trusts the rollout. That gap is a solutions architecture problem, and it is the one I would come here to close. I would welcome the chance to walk through this in detail.