AK
Coding team
Claude · MCP
Decisions + agent sessions
Where work happens
Illustrative example · works today
JD
Design team
Codex · MCP
Design rationale + research
NV
Teacher
Upload · PDF / Markdown
Teaching material
MP
L&D team
Chrome clipper
Deep research → saved sources
LT
Support team
Confluence import
Runbooks · copy + link back
RS
Every team
Slack · Teams agent
Answers when asked · save an answer
Corpus
Your organization’s memory
Each team keeps its context
Private Shared Open
- Pages + their sources
- Topics · connections · full text
- People · systems · datasets
- Dated versions
Concepts
Topics
Knowledge bases
Fathom
Put context to work for people
OB
Manager
Review understanding
Person · team · concept
NV
Teacher
Guide learning
Study modules + checks
SW
Student
Practice + prove it
Exercises · evaluations
AK
Employee
Learn while onboarding
Videos · images · lessons
Claude, Cursor, Codex, Devin, any MCP agent
Planned · Jira, email, code hosts
Agents over MCPSearch first, save back
KT planner · weekly goals coming
Answered by intent.
Not by semantics.
Most tools help you find documents. Cluesora delivers understanding, and proves your people got it. Cluesora captures context while work happens.
Decision recordIllustrative example
Asked“Can a new enterprise customer go monthly?”
Why we bill annually.
- Decided
- Enterprise customers pay yearly.Confluence · Pricing policy
- Why
- Customers on monthly plans left at renewal.Confluence · Pricing review
- Because
- Billing cannot adjust partway through a term.Saved during work with Cursor
Documents are
not understanding.
- A wiki fills with rules nobody can explain once the author leaves.
- Search hands you ten files and leaves the reading to you.
- Agents start every session knowing nothing, then file a second version.
- Onboarding is still a senior person saying the same words again.
The reading is already done.
Ask in your own words. You get the line that answers it, and why it matched.
Search result · illustrative example
Asked“Who signs off when a new laptop costs more than usual?”
Hardware above the standard budget needs the department head’s approval.
- Source
- IT purchasing policy · Exceptions · Confluence
- Why it matched
- By intent. “Costs more than usual” means “above the standard budget”.
- Connects to
- Department heads
- Purchase request form
- Standard laptop list
Reads the meaning.
Cluesora answers by intent. It matches keywords and meaning too, but intent is the difference.
Line, source, and why.
Every result returns the exact line, its source, why it matched, and what it connects to.
Structure, not guesses.
When a decision is split across places, Cluesora follows the structure it has already mapped. The route is never guessed.
Missing answers
get written back.
Everyone can build the map once. Almost nobody keeps it correct. Cluesora keeps it correct.
Someone asks
- In the app, Slack, or Teams
Cluesora looks
- Known → answer with exact lines and sources
- Not known → a dead end, not a guess
Finds who knows
- Best-matched expert
- No good match → the manager
Asks them
- In Slack or Teams, where they work
- Answer reaches the asker
Written back
- Kept in the map
- Old version kept, dated
- Usable in about a minute
Next time it is answered from the map. Never routed again.
Teammate answers when asked. It does not monitor conversations.
Agents update the existing doc instead of making a second one. Changes are usable within about a minute, and old versions stay, dated.
Nothing invented.
Everything accountable.
Every piece has a source.
Every lesson, illustration, quiz question, and interview prompt ties back to the exact sources it came from.
Combined, never blurred.
When several sources are combined, all of them stay listed. You can see where every generated word came from.
Sources stay untouched.
Sources are never rewritten. Every answer traces to where it came from.
Fathom
Passing a course
is not understanding.
Derived, not authored.
Name a concept. Fathom pulls in what teaches it and what it depends on. No blank page.
Checked person by concept.
It checks each person on each concept. Results roll up, so you can tell weak people from weak material.
Same engine for vivas and hiring.
Spoken oral exams and hiring interviews come from your own knowledge and are scored against how you actually work.
Lessons, illustrations, 2–3 minute videos, and drag, match, and sort exercises, made from your own knowledge. Explore Fathom
Sources stay behind
their own doors.
Three isolation levels.
Fully private, partly shared, or open. Shared patterns help teams, and nobody sees a source they are not entitled to.
Permissions go all the way down.
Anything Cluesora derives from a source carries that source’s permissions. No one sees more than the source allows.
Your data can stay inside.
Run it as hybrid cloud: your data plane stays inside your organization, and the control plane stays shared.
SSO, SAML, OIDC, SCIM: standard. Security
It sits beside the
tools you have.
AI agents
Claude, Cursor, Codex, Devin, and any MCP agent search first, then save what they settle.
Connect an agentChrome clipper
Saves only the page you choose, and only after you click Save.
Capture a pageSlack and Teams
The agent answers when asked and keeps what you tell it to keep. It does not monitor conversations.
Connections and limitsConfluence
Imports as a copy with a link back. The original stays in Confluence.
Every way in