Organizational intelligence
The memory intelligence layer of a company.
Companies do not only lose documents. They lose reasons, criteria, exceptions and the tacit knowledge that made a decision correct. Atlas keeps them.
Decision · March 2026
Pricing model changed to seat-based
Proposed by Rivera after three enterprise renewals stalled on usage forecasting. Supersedes the 2025 usage tier. Two objections were raised and resolved before approval.
- RFC-114 · Pricing
- Board notes · 03-12
- Renewal thread · +2
Context
- Sources
- 4 cited
- Confidence
- High
- Owner
- Rivera
- Supersedes
- Usage tier, 2025
The problem
Knowledge does not leave in a folder. It leaves in a person.
Every reorg, every departure and every quarter that passes without a written reason costs a company the criteria behind its own decisions.
- ~20%
- of a knowledge worker's week is spent searching for and gathering information.
- 50–200%
- of annual salary is the cost of replacing an employee — and the context they leave with.
- 1 layer up
- Atlas does not compete as search. It understands how the company works.
The category
One layer above enterprise search.
Retrieval returns documents. Assistants return sentences. Atlas returns the decision, the reasoning behind it, and the evidence it rests on.
- Search
- Finds the file
- Assistants
- Answers the question
- Organizational intelligence
- Understands the company
How it works
Four steps. No migration, no data warehouse project.
- 01
Connect two sources
Start where decisions actually happen. Two systems connected excellently beat ten connected partially — and nothing has to be migrated.
- 02
Reconstruct the context
Atlas reads the thread, the document and the ticket as one event: what was decided, by whom, against which objections, and what it replaced.
- 03
Ask in plain language
Every answer arrives with its sources, its confidence and what it supersedes. No provenance, no answer.
- 04
Correct it once
A correction is written back into the memory. The system gets sharper every quarter without a rewrite.
What Atlas does
Six rules that decide what ships.
- 01
Answer with evidence
Every claim carries its sources. An answer without provenance is a guess.
- 02
Preserve the reasoning
What was decided matters less than why, and what was known at the time.
- 03
Earn each connection
Two sources done excellently beat ten done partially.
- 04
Surface what is missing
Contradictions, stale knowledge and single points of failure are findings, not errors.
- 05
Improve by being used
Feedback is the compounding asset. Better each quarter, without a rewrite.
- 06
Hold it indefinitely
Permissions, provenance and auditability are part of the identity, not the plan.
Use cases
Where the memory pays for itself.
The same layer, asked different questions by different teams.
Onboarding
A new hire asks why the architecture looks like this and gets the RFC, the objections and the trade-off — not a wiki page written two rewrites ago.
Decision archaeology
Reopen a closed decision with its reasoning intact: what was known at the time, who objected, and which earlier decision it replaced.
Renewals and deals
Every commitment made to an account, with the thread it was made in, surfaced before the call rather than after the escalation.
Audit and compliance
Answer “who approved this, and on what basis” with provenance attached — an evidence trail, not a reconstruction.
Questions
The things companies ask first.
How is this different from enterprise search?
Search ranks documents against a query. Atlas models decisions — who made them, on what evidence, and what they replaced — so you get the reasoning with its citations rather than a ranked list of files to read.
Which sources do you connect?
We start with two, chosen with you: usually the place decisions are argued and the place they are recorded. More are added only once the first two are excellent.
What happens to permissions?
Atlas inherits the permissions of the source. If you could not open the document yourself, it is not shown to you and it never contributes to an answer you receive.
Where does our data live?
In an isolated tenant, with provenance and access recorded per answer. Your content is not used to train models shared with anyone else.
How long does onboarding take?
Days, not a quarter. There is no migration — Atlas reads the systems you already use, and those systems stay the source of truth.
What if Atlas is wrong?
It states its confidence and shows its sources, so an answer can be checked instead of trusted blindly. Corrections are written back into the memory and hold from then on.
The mark
A company's knowledge is heavy. Atlas carries it so that no individual has to. Grounded, not straining — infrastructure holds indefinitely.
Brand philosophy
- Intelligent
- Depth over reach. Right about one thing beats plausible about everything.
- Precise
- An approximate answer about a decision is worse than none at all.
- Quiet
- The product does not perform. It works, and gets out of the way.
- Timeless
- We build for a decade, not for a launch. Trends are a liability for memory.
- Confident
- We state things plainly, cite our sources, and say when we do not know.
- Trustworthy
- Permissions, provenance and auditability are features of the identity.
Never lose the knowledge you have already paid for.
Atlas is onboarding a small number of companies per quarter. Two sources done excellently, then more.