Glean alternatives for a company that needs one record kept straight.

Say the question your account managers ask most is what was last agreed with one client, and the answer sits partly in an email thread and partly in a call note from March. A search across every app will find both. Somebody still has to read them side by side and decide which one is current, usually with the client on hold. Weigh Glean alternatives by whether the trouble is finding things across the company or keeping one kind of record straight.

Glean, in its own words

The home page calls Glean enterprise AI that understands your company, built for enterprise from day one. It began, says the about page, with people who could not find the knowledge they needed to do their jobs, and grew from enterprise search into an enterprise AI platform built on company context. Permissions come across from each source app and are strictly enforced, says the connectors page, so users only see what they are allowed to see.

Here are five of the parts in the product menu on the home page.

On the agent builder page, agents are made without code, from plain language or a template. To get started, the demo page asks for a form and a booked time slot. On price, their site does not say.

How the alternatives differ

The alternatives come in three kinds. Another workplace search product swaps the tool and keeps the job: index everything, answer anyone. A Glean partner keeps Glean and hands the rollout to a firm that does it for a living; consulting partners implement Glean and provide managed services after launch, as the partners page puts it.

The third kind narrows the question to one operation. A system built around one company's work holds the record that matters and keeps it straight, and the people who built it run it. OCTYN plans its own portfolio on one, Brain, across more than twenty codebases. Its case study names the costliest failure as a blended answer, two projects merged into one confident reply. Brain never mixes one project's context into another's, and it stops reading once it has enough to answer. It cannot deploy anything.

When Glean is the better choice

Glean is the better choice for a large company whose knowledge is spread across many apps and teams and that wants one place to search all of it, with each app's permissions respected. That is what its pages describe, and building it yourself would be an odd use of money.

OCTYN is the wrong call for a company too early to have an operation to map, and for one whose real need is search across the whole company.

How OCTYN works

OCTYN is an intelligent systems firm; the nearest thing it builds to Glean is a Company Brain. Work starts with a mapping call and then a paid Consult, which maps the operation and measures a baseline, then ends in one fixed price for the build, in writing, with a monthly fee to run it. The people who map the system build it and keep it current, and your data, specs, configuration and code stay yours. The page on what a system gives back counts the hours from your own numbers, and the firms compared page sets other products side by side.

For the record, the call note from March still disagrees with the email.