Inside your environment
Private AI Team
Works with information your company controls.
- Company documents
- Client records
- Institutional memory
- Local models
- Private retrieval
- Internal analysis
No unrestricted internet route
Know what matters. Keep it private.
Muyana turns the client history, project records, policies, and judgment your company has already built into private, local intelligence.
Search. Think. Remember.
Here’s your briefing for the Peterson meeting.
Tailored to your permissions- 1Relationship and contextClient profile
Peterson & Co. has been a client since 2019. Tomorrow is a quarterly review with key stakeholders.
- 2Key topics on the agendaEmail thread
Recent correspondence points to tax provision, entity restructuring, and year-end planning.
- 3Open items and next stepsProject notes
Three documents remain outstanding, including a signed agreement.
- 4Helpful backgroundRelevant files
The client is evaluating a new investment structure for the coming year.
Ask a follow-up…
Your company’s knowledgeAuthorized contextUseful answerInstitutional memory
The Muyana experience
Ask instead of hunt.
Your team asks one question. Muyana retrieves only what that person is allowed to see, connects the relevant context, and returns a source-backed answer.
What changed since last quarter?
Answer
Three material changes stand out.
- 1
Two client projects moved from planning to active work.
- 2
The document retention policy was revised on August 12.
- 3
Four open requests now have approaching due dates.
Privacy is an architecture
Two teams.
One locked door.
The Private AI Team works with authorized company knowledge. A separate Internet AI Team researches public information. They never communicate directly.
Choose the boundary
Connected mode
Administrators can enable controlled public research. The private AI still does not receive unrestricted internet access.
Controlled gate
No direct AI connection
- Minimize
- Remove private details
- Apply company rules
- Require approval
- Inspect the return
- Record the handoff
W
Public information only
Internet AI Team
Works only with approved public research requests.
- Regulatory information
- Approved websites
- Current public information
No access to private records
Private question
Muyana identifies what current public information would help.
Approved request
The gate minimizes and checks what is allowed to leave.
Public research
The outside team sees only the approved research request.
Private answer
Public findings return through the gate and are combined privately.
One coordinated system
Six capabilities. One private system.
Search, memory, analysis, documents, workflow, and research work behind one interface, not as six independent agents.
Search
Find the right authorized information.
Memory
Keep institutional context useful.
Analysis
Compare records and surface changes.
Documents
Work across files and structured records.
Workflow
Coordinate approved tasks and actions.
Research
Use the public side when permitted.
Deterministic system controls
Control sits around the model.
Private intelligence becomes useful when identity, permissions, sources, actions, and network access are governed together.
Permissions are enforced by the system, not decided by the model.
System controls
Identity
Know who is asking
Permissions
Enforce access at every step
Sources
Use approved records
Your question
or task MuyanaTrusted answer
with sources
or task MuyanaTrusted answer
with sources
Approvals
Route when required
Audit trail
Record important activity
Network access
Control external routes
Your environment
Where context matters
Built for companies handling confidential, private, financial, or client information.
Client history, project records, policies, deadlines, and years of accumulated judgment, available through one private experience.
“What happened with this client last year?”
Designed around sensitive work
- 01Client continuityReconstruct history across project files, notes, correspondence, and prior decisions.
- 02Project readinessSurface open items, recent changes, and responsible owners before the next meeting.
- 03Policy guidanceAnswer from approved company guidance and make the governing source visible.
- 04Document statusSee what is missing, due, or waiting for review without rebuilding the context.
Conceptual deployment hardware
One deployment path
Software that can live with your knowledge.
Muyana is being designed to run within infrastructure the company controls, with local processing and governed external connections.
- Company-controlled infrastructure
- Private, local processing by default
- Explicit, governed external routes
The software is the product.A dedicated appliance is one possible deployment method. Final deployment options and hardware details remain under development.
Your company’s knowledge.
Under your control.
Muyana is under development. We’re speaking with companies that handle confidential, private, financial, or client information and want to shape private institutional intelligence around real workflows.