Turnkey private AI
Everything from firm memory to firm-specific agents ships ready to use. No build project, no integration backlog.
Associum’s highest-security AI solution
Private AI. Your data never leaves your control.
Associum runs on your own private cloud, fully managed by us. You control what data leaves your environment, and none of it ever reaches AI labs.
Available to enterprise customers · Your data never reaches AI labs
Your own private cloudManaged for you by Associum.
- Documents
- Search index
- Agents
- Outputs
Your chosen modelRuns inside your cloud
AI labsNever reached
Web search and connectorsOff until you allow
Security and privacy
How your data stays private
Private AI is the most secure way to use Associum. Privacy comes from how it is built, not only from policy.
Stored only in your environment
Everything you upload, index and generate lives in your own private cloud.
Data never reaches AI labs
Your documents, prompts and outputs are never sent to an AI lab, so no lab can store them or train on them.
You control what leaves
Web search and outside connectors are switched on only if you choose. Everything else stays inside.
Associum is SOC 2 Type II and ISO 27001 certified. Your data is encrypted in transit and at rest.
View Trust CenterWhy Private AI
Your firm’s knowledge is your edge.
It shouldn’t leave the building.
Generic AI knows what everyone knows. Building private AI yourself usually means a long project, specialist engineers and infrastructure you have to run forever. Associum gives you the outcome without the project.
Building it yourself
- Privacy depends on how well your team builds and patches it
- Months of integration, data plumbing and model work
- Forward-deployed engineers and consultants embedded in your team
- Your IT team runs, secures and upgrades the infrastructure
- Models fall behind the state of the art the day they ship
Associum Private AI
- Your own private cloud. Your data never leaves your control
- Private AI in days, not months
- Turnkey. No forward-deployed engineers required
- Fully managed by Associum, end to end
- Always state of the art. Always updated
What you get
Private models. Private infrastructure.
Managed by Associum.
Powered by the Associum harness
Our agent harness and enterprise search bring your team’s data, context and workflows into one place, the foundation private AI needs.
Firm-specific models and agents
Models and agents that follow your firm’s work product, terminology and standards, and keep improving as your team uses them.
Enterprise access controls
SSO, role-based access and audit logs, so you decide who sees what.
Fully managed, end to end
We operate, monitor, secure and upgrade the stack, so your IT team doesn’t have to.
Always state of the art
Leading models, continuously evaluated and updated, and matched to how complex your work is.
How it works
The harness channels your firm’s knowledge
Private AI is only as good as what it learns from. Associum brings your team’s data, context and workflows into one place, then turns them into models and agents that work the way your firm does.
- 01
Connect
Bring documents, data sources and systems into Associum through enterprise search and MCP integrations.
- 02
Capture
Templates, feedback loops and your team’s reviewed work record how your firm thinks and what “good” looks like.
- 03
Own
That knowledge powers private models and agents that run inside your perimeter, managed end to end by Associum.
Choose the model your work needs
Match the model to the complexity of your work, and change it whenever you need to.
Efficient models
Fast, lower-cost models for drafting, document review and research questions.
Advanced models
Stronger reasoning for multi-source research, reports and analysis.
Frontier models
The most capable models for deep financial analysis, valuation and IC memos.
More complex work, more capable model
Your own private cloud, fully managed by Associum, whichever model you choose
Enterprise waitlist
Be first in line for Private AI
Private AI is available to enterprise customers only. Join the waitlist and our enterprise team will reach out to scope a deployment around your data, security and infrastructure requirements.
- Priority onboarding for waitlist firms
- Deployment scoping with our enterprise team
- No commitment required to join