Context for you and your AI

Get the facts straight
before the work begins.

Choose what you want to do. Oomira gathers the facts the task needs, shows what is already known, and gives you or your AI a clear way to complete every gap. If the person or company already has an Oomira account, their saved context comes with them.

Preparing a raise
Context ready for you or your AI
In progress
What you want to do

Get the company’s deck facts and diligence documents ready for investors.

Ready
Founder and company history

Reused from saved, sourced facts

Can find
Current team size

Search the LinkedIn company-page snippet

Connect
Revenue and customers

Read authorized Stripe records

Ask
Planned use of funds

Collect the founder’s reviewed answer

Oomira gives the work the facts that are ready and a clear way to complete each gap. Nothing runs or saves without approval.

Use Oomira yourself, or let your AI use it for you.

Oomira prepares the facts behind real work. You can review and complete them in the demo, or an AI can request the same context through the API.

For you
Prepare a raise, mortgage application, tax filing, estate plan, résumé, visa application, or diligence review.
See what is ready, what is missing, and how to finish it
For your AI
Request the facts for a task, reuse your saved context, ask for missing details, and continue with a structured result.
The AI receives usable facts instead of another pile of search results

Start with what you want to accomplish.

Every task starts from an editable schema. Reuse a saved schema, or paste a checklist, application page, or URL and let Oomira generate one. Both follow the same path from requirements to facts.

Choose
Preparing a raisereuse a saved schema or generate one from the task’s requirements
task
Review
Founder, company, traction, ownership, financial, and document factsknown facts stay separate from unknown or inapplicable facts
facts
Complete
Reuse a known fact, search a named source, connect an account, extract a document, or answer a questionyou approve research, access, and writes
gaps
Use
Continue with the deck, application, filing, plan, or AI workflowfacts include their evidence and history
ready

Your AI can ask Oomira for the context behind its task.

An agent sends the task, subject, and any context it already has. Oomira returns the facts it can use now and the exact missing facts that would improve the result.

New or anonymous user
POST /api/v1/scaffold
Generate temporary task context from supplied facts. No API key required.
Configured Oomira account
whoami → use saved worlds → complete gaps
Reuse reviewed personal and company facts, sources, documents, and history.
The result is Oomira Context Format (OCF). It contains typed facts, explicit unknowns, evidence, and completion routes that an agent can inspect before it acts.

Complete each fact from the place most likely to know it.

Oomira does not treat all enrichment as generic web search. Each fact can name the source, document, connected account, or person most likely to provide reliable evidence.

Public sources

Search snippets, official sites, public APIs, registries, directories, feeds, profiles, and historical snapshots.

Your accounts

Authorized GitHub, Google, Dropbox, Stripe, and Plaid records can complete facts the open web cannot know.

Your documents and answers

Supported document types identify the fields to extract. Typed questions collect facts that only you can provide.

See the current sources, tools, document types, and fact mappings in Fact completion.

The ontology keeps the result usable.

Behind every use case, Oomira defines what each fact means, who it describes, how precise it must be, which evidence can support it, and whether it is known, absent, unknown, inferred, or not applicable.

Without Oomira
A prompt, several searches, copied prose, and no durable distinction between a guess and a fact.
The next task starts over
With Oomira
A task-specific fact set with sources, gaps, dates, relationships, and explicit next actions.
The same context works in the demo, REST API, MCP, and future tasks

Build first. Pay when you run more work or keep the result.

The scaffold shows the facts and gaps without running enrichment. Research and model work use credits when you approve them. A subscription keeps the resulting world across sessions and maintains it as facts change.

Can I try a task without an account?

Yes. Use the demo or keyless scaffold endpoint. Temporary work does not persist.

Does Oomira run every available source?

No. It shows eligible routes first. You choose the research, connections, documents, or questions to use.

Can my AI save facts?

An authenticated agent previews candidates before committing reviewed facts and provenance to a world.

Where are exact prices published?

The pricing table reads the live public pricing endpoint.

Choose a task. See what you or your AI can do with it.

Open the demo as yourself, another person, a company, or an AI agent. Review the facts and gaps before anything runs or saves.

Oomira: Get the facts straight before the work begins