Comparisons
STROKIX vs Glean: Why Enterprise Search Alone Is Not Enough
Glean built a strong enterprise search product. It indexes your internal docs, Slack threads, and wiki pages, then surfaces relevant results when someone asks a question. But search is only half the job. Your team does not just need to find information. They need to act on it: update a deal in Salesforce, ping a teammate in Slack, approve a procurement request, generate a report. STROKIX does all of that from a single prompt bar.
7 min read
Search vs. Search + Action
Glean is a read-only layer. It connects to your tools, indexes their content, and returns ranked results. That is genuinely useful for knowledge discovery. But the moment you need to do something with what you found, you leave Glean and open the source application.
STROKIX treats search as step one of a pipeline. Ask 'which deals over $100K are at risk this quarter?' and STROKIX queries Salesforce live, analyzes the pipeline, and returns structured answers in seconds. Ask it to update the close date on three of those deals and it does that too, with full transactional rollback if anything fails.
This is the core difference: Glean answers questions. STROKIX answers questions and then executes the next step.
Live Connectors, Not Just Indexed Snapshots
Glean crawls your tools on a schedule and builds a search index. That means results can be hours or days stale. STROKIX connects to 33 systems with one-click OAuth and queries them in real time. Salesforce, Jira, Slack, Stripe, Gmail, PostgreSQL, and more, all returning live data.
One-click OAuth means your ops team can connect a new tool in under 60 seconds without writing code or managing API keys. Glean requires admin-level configuration for each new connector, often involving IT tickets and multi-week rollouts.
Autonomous Agents and Proactive Intelligence
Glean has no concept of agents. It waits for a query and returns results. STROKIX deploys proactive agents that fire on events: a deal moves to a risk stage, a support ticket escalates, a payment fails. These agents act autonomously within guardrails you define, with HITL (human-in-the-loop) approval gates for high-stakes actions.
Morning briefings, deal-risk monitors, and renewal alerts run without anyone typing a prompt. This is the difference between a search engine and an operating system.
Every agent action is recorded in a cryptographically signed audit trail. You get full visibility into what happened, when, and why, without relying on basic logging.
Security and Multi-Tenancy
Glean operates as a shared index across your organization. STROKIX enforces per-tenant encryption with AES-256-GCM and tenant-derived keys. Row-level security isolates data at the database layer. Credentials for each connected tool are encrypted separately per workspace.
3-tier model routing sends 60% of queries to cheaper models without quality loss, saving roughly 10x on inference costs compared to platforms that route everything through GPT-4 class models. This is not a corner-cutting move; it is intelligent routing based on query complexity.
The Bottom Line
If your only problem is 'people cannot find internal docs,' Glean is a fine solution. If your problem is 'my team spends 3 hours a day switching between 15 apps to get work done,' you need something that connects, queries, acts, and automates. That is STROKIX.
One prompt bar. 33 connectors. Real-time queries. Write operations with rollback. Proactive agents. HITL approval. Per-tenant encryption. Immutable audit trail. Enterprise search is table stakes; execution is the product.