$O11 is now live on @RobinhoodApp through @ponsdotfamily.
CA : 0x3C024C8d1090b910Db2366BA52F56a40b341B4f3
o11 is building a new layer for enterprise AI — connecting the fragmented systems, documents, data, and institutional knowledge that companies already rely on, and turning them into context that AI can actually work with.
Instead of treating every file, spreadsheet, email, or database as an isolated source, o11 brings them together into a connected data model. The goal is simple: give AI the context of the organization, while preserving permissions, provenance, and the relationships between the information.
This goes beyond generating documents or answering questions. The same context can power research, analysis, workflows, agents, spreadsheets, presentations, and other work that happens across the organization.
One model. Every approved AI tool.
Most firms end up with five partial copies of their own context: one per AI tool, each missing something.
o11 gives Claude, ChatGPT, Copilot, internal agents and analytics the same maintained, permissioned model of the firm, with sources attached.
https://t.co/aidVMZmgqp
How a question gets routed.
An analyst asks ChatGPT what IC decided on a deal. o11 checks what that analyst is allowed to see, resolves the deal to its IC decision and risk items in the firm’s model, and retrieves from the data room and meeting notes — with citations.
The board pack they don’t have access to? Skipped. Source permissions are inherited, not reinvented.
https://t.co/aidVMZmgqp
The interesting part about o11 isn’t just another AI interface.
It’s the layer underneath — connecting data, documents, relationships, and institutional knowledge so AI can work with the context that actually matters.
That’s the direction we’re watching with $O11.
Live on @ponsdotfamily, built for @RobinhoodApp.
$O11 is now live on @RobinhoodApp through @ponsdotfamily.
CA : 0x3C024C8d1090b910Db2366BA52F56a40b341B4f3
o11 is building a new layer for enterprise AI — connecting the fragmented systems, documents, data, and institutional knowledge that companies already rely on, and turning them into context that AI can actually work with.
Instead of treating every file, spreadsheet, email, or database as an isolated source, o11 brings them together into a connected data model. The goal is simple: give AI the context of the organization, while preserving permissions, provenance, and the relationships between the information.
This goes beyond generating documents or answering questions. The same context can power research, analysis, workflows, agents, spreadsheets, presentations, and other work that happens across the organization.
Bank with the firm’s full context.
Originate from the bank’s own coverage and mandate history. Prepare from relevant pitches, transactions and market data. Execute with analysis and diligence linked to their sources. Follow through by returning outcomes and relationship changes to the model.
One maintained model from coverage through execution.
https://t.co/aidVMZmgqp
The result: an answer you can check.
Every claim comes back with the source it came from. What the asker can’t see stays out. And the retrieval lands on the audit log, so compliance can review it later.
Source citations returned. Source permissions preserved. Retrieval and actions logged.
https://t.co/aidVMZmgqp
Enterprise security, inherited from every source.
SOC 2 certified. Source permissions preserved. Encrypted at rest and in transit. Full audit logs. No shared-model training. Deployment as SaaS, private cloud/VPC, single-tenant or on-premises.
https://t.co/0oyzaGl9e1
The context survives the decision.
Source — screen against the firm’s own history.
Diligence — review the data room against your IC standard.
Decide — draft the IC memo with sources attached.
Operate — keep portfolio work linked to the original investment.
Investment decisions stay with the team.
https://t.co/aidVMZmgqp
An enterprise data warehouse without the enterprise data engineering team.
The traditional way: months of architecture, custom pipelines, constant maintenance, a growing backlog.
The o11 way: connect your systems and let o11 build, organize and maintain the model as your company changes.
https://t.co/aidVMZmgqp
From disconnected systems to a living data warehouse.
Connect the systems the firm already runs on.
Model the firm the way it actually works.
Let AI sorting agents keep it current.
Give every approved AI tool the same firm context — with sources attached.
The AI data warehouse that builds and maintains itself.
o11 organizes your firm’s approved systems into one model — and keeps it current as things change.
Built for private equity and investment banking.