oomirabeta

Founder + company raise readiness

Get the facts behind your raise
straight before investors ask.

See how ready you and your company are to raise. Oomira selects the facts your deck and diligence pack require, fills what public evidence and connected records can support, and asks only for what remains.

Ask ChatGPT or Claude what it knows about you — no search, recall only. Paste the answer. We show what's cited, guessed, or missing.
Building with an AI agent? It can generate this context itself — free, no key: POST /api/v1/scaffold
Audityour pasted answer
prompt › Tell me everything you know from memory about me and my company, as one chronological timeline. Don't run new searches. For every event: the date, what happened, who was involved. Cover my career and the company's history and how they connect, including earlier ventures. Be specific — names, dates, funding amounts, titles, metrics. Label each claim [cited] / [memory] / [inferred]. Finish with where I and the company are right now, today.
9
cited
14
vague
6
missing
31
claims
Sourced coverage34%
2014AtlasCart acquired by Harbor Groupno price · no date
2017–25Meridian Robotics raised ~$80–120Mcited
Feb 26Meridian Robotics spun out its warehouse divisionmissing
nowRelayWorks current revenueneeds Stripe
nowRelayWorks current customersneeds you
9 gaps have public retrieval routes. The 6 that remain name the document, connection, or answer that can fill each.

Your AI is only as good as what you feed it.

No source: it guesses. Stale source: confidently wrong. Current, cited source: finally right.

The model is never the variable. The record is.

Audit scorecardas of
12 Jun 2026
YC directory auditycombinator.com
88.2%
still
current
11.8%
drifted
3,567 of 4,043 public records still match the source.
FindingFieldn
Hiring now, ahead of YCis_hiring177
Pivoted the pitchtaglinedescription47
No longer operatingoperating_status63

YC never fed its own portfolio anything current. This is what that looks like.
A company that doesn't know itself — the public proof of what happens when nothing current is fed in.

See the audit
Now multiply that across your whole company

Ask everyone in your company the same question.
You get a different answer from each of them.

Each person drawing from their own stale, private, AI-guessed version. No two answers match. That is not a people problem. It is a record problem.

The investor answer came from an old version

This sentence was about to enter the LP letter.

A portfolio company described at its last-round state, now stale.

LP update draftdraft
× Your AI assistant
The company is pre-revenue and exploring pilots.
old deck language, never corrected
Oomira, with owner sources
The company has paid customers, active integrations, and dated product milestones.
Stripecustomer notescorrected · Jun 2026

On an LP letter, stale company memory turns into a trust problem.

The board answer has the same problem

This metric was about to enter the board update.

The "biggest customer" who actually churned.

Board updatedraft
× Your AI assistant
Biggest customer: Northstar Labs.
stale CRM export, no churn event
Oomira, with owner sources
Northstar churned in April; Aster Health is now the largest active customer.
Stripecustomer notescorrected · Jun 2026

On a board update, stale customer memory becomes a governance problem.

The outreach answer needs proof too

This claim was about to go into customer outreach.

Contacts who changed jobs since the last list was built.

Outreach listdraft
× Your AI assistant
Send to Priya at Northstar.
contact changed roles, list never updated
Oomira, from private sources
Priya moved to Aster; route the note to the current owner and account context.
customer notesCRM exportcorrected · Jun 2026

On outreach, the wrong company memory becomes the wrong list.

Fill each missing fact

Search, connect, upload, or answer — then keep the pack.

Oomira names the route for each missing fact. Public research and model extraction draw from your credit balance; connected-account reads expose your own records; issuer documents verify what neither can. Subscribe when you want the resulting world to persist and stay maintained.

Sources that would correct this answer: Stripe, GitHub, customer notes + your private files
Revenue
Current revenue, churn, and customer history
Stripebilling
Team
Roles, hires, and dated employment history
your records
Company
Milestones, funding rounds, and investor details
your notescap table
Decisions
The reasoning behind decisions that never left a private system
your files
Output
The sourced facts behind the deck and diligence folder
raise fact base
personal world + company world · bridged at the foundersubscribe to keep and maintain it

Choose the output. Oomira turns its requirements into routes.

The deck and diligence folder each require a defined set of ontology facts. Oomira compares those requirements with what is already known, then shows which missing facts can be searched, fetched, read from a connection, extracted from a document, or asked of you. Nothing runs merely because a route exists.

1 the output and what is already known
"Build the fact base behind my deck and investor diligence folder."
required facts · known facts · explicit unknowns
The ontology supplies the requirement and evidence contract. Your personal and company worlds supply reusable facts. Oomira does not confuse “unknown” with “none,” and it does not invent an answer to make the pack look complete.
2 how each missing fact can be completed
Known
personfounder_ofMara Chen founded RelayWorkscited · company site · public profile
reuse
Fetchable
companyemployee_countCurrent team-size signalsearch a LinkedIn company-page snippet · do not fetch the blocked page
search
Missing
companyrevenue2025 revenue and customer historyread Stripe or extract the financial statement named by the fact
connect
Ask
companyplanned_use_of_fundsHow this round will be deployedsubject assertion · review before saving
answer
Every gap names its next route. Use granted credits or top up for more research. Connect your own records where relevant. Subscribe when you want the world to persist across sessions and stay re-verified.
These facts don't disappear when the chat does

The facts about you and your company are permanent. Right now they live nowhere.

AtlasCart was acquired by Harbor Group in 2014. That is a permanent fact about the world. It is true whether or not any conversation is happening.

Every AI treats it as disposable context. Found in one conversation, used, forgotten, re-derived badly the next time someone asks.

Oomira is where the permanent facts live — typed, dated, sourced, and inherited by every future conversation. The record doesn't disappear when the chat does.

In a chat
AtlasCart → Harbor Group, 2014  [memory]exists for this chat
Meridian Robotics raised ~$80–120M  [vague]re-derived next time
Current revenue: unknown  [missing]guessed again tomorrow
In Oomira
AtlasCart → Harbor Group · Aug 2014 · corp registrypermanent · cited
Meridian Robotics raised US$112M · 2017–2024 · filingspermanent · dated
RelayWorks revenue · connected via Stripelive · private

Then you have the sourced raise fact base.

Not a cleaned-up paragraph. A dated, cited personal world and company world your deck, diligence work, and AI can reuse.

You asked: What should my AI assistant know about me and my company?
Mara Chen is the founder of RelayWorks. RelayWorks is building workflow memory for field operations teams. Mara's prior company and funding history are dated and source-backed. Current revenue, customers, and investor details are private facts that need owner dataprivate. Unverified claims are left outunknown.
Hover any fact to see what supports it, what is inferred, and what still needs an owner source.
Cited traced to a source Private source named before the ask Unknown left blank, not guessed

Deep work breaks when the profile is wrong.

stakes

Annual reports, board materials, diligence, and onboarding all start with the same hidden chore: correcting the facts your AI assistant is about to use.

One sourced world beats five stale summaries.

  • Annual reports and board prep. Work from sourced revenue, customer, investor, and expense facts.
  • Diligence and onboarding. Hand over the real history, not a reconstruction.
  • Your AI assistant. Give it typed facts and evidence, not isolated snippets.
Company world · source view as of 2020fit view
roles · reports_to · board_seat · advisor

Facts do not expire. They become unreachable.

The funding happened. The customer churned. The product pivoted. The org changed. Oomira keeps each fact dated, sourced, and queryable so your AI can answer what was true then and what is true now.

click or drag anywhere to scrub through time

Questions people ask first.

FAQ

Short answers for the purchase path: audit the answer, check public facts, name the private source that corrects it, then create the profile.

What problem does Oomira solve?

Your AI has a version of you and your company. Most of it is guessed, vague, or a year out of date — because the permanent facts about you live nowhere it can reliably reach. Oomira is where those facts live: typed, dated, sourced, and available to every AI conversation that needs them.

Why does the demo start by showing what needs fixing?

Because you should see what is cited, vague, wrong, public, or private before Oomira asks for a source or writes anything to memory. The gaps create the need; the fill proves the value.

What happens before the private-source ask?

Oomira closes what it can from public evidence first. The remaining ask is specific: this revenue fact needs Stripe, this code-history claim needs GitHub, this investor detail needs a note, file, or board record.

What would I pay for when self-serve opens?

Research and model work use credits; a guest can top up without subscribing. A subscription is what keeps the resulting world across sessions and maintains it as facts change. Connected-account reads are authorization-gated, not sold as individual connector unlocks.

What happens when reality changes?

Oomira keeps older claims visible as historical and attaches newer evidence to the current fact. You can ask what was true then, what changed, and what is true now.

How does this help AI?

Once the profile exists, your AI assistant can answer from sourced memory instead of guessing from old public snippets or whatever one person pasted into a chat.

Is Oomira a CRM or wiki?

No. Oomira turns required task context into typed, dated, sourced facts, then makes that fact base available to the deck, diligence workflow, API, and future AI tasks.

Why can't my AI just search for this information?

Search is ephemeral. The AI finds a fact, uses it in this conversation, and forgets it. Next time it searches again — and gets a different, often staler answer. Oomira's enrichment is durable: a public fact gets pulled once, typed into the record with its source, and inherited by every future conversation. The search result disappears. The record stays.

Can I keep using my existing tools?

Yes. Oomira reads from the tools and sources where facts already live, then stores the reconciled record and source trail so the answer becomes durable.

Does Oomira have an API?

Yes. The API lets teams create sources, run extractions, review facts, and use the same source-backed world graph that powers the app.

Who is Oomira for?

Founders, operators, and teams whose AI tools need the current, sourced story about a person or company before decisions, reports, diligence, or board materials.

The same ontology and completion plan are available to your agent.

API + MCP

Start keyless with a task and seed context. Oomira returns OCF: the known facts, ordered gaps, and acquisition routes. With an account, read a persistent world, preview research or extraction candidates, review their evidence, and commit accepted facts back into that world.

1 read the task-shaped context
POST /api/v1/scaffold
GET /api/v1/worlds/:world/ocf
schema requirements → known facts → explicit gaps
2 complete and write reviewed facts
POST /api/v1/sources/preview
POST /api/v1/sources/commit
routes → cited candidates → human or agent review → durable OCF
One contract across demo, REST, and MCP. Browse the ontology, evidence rules, source routes, domain fetch policies, document types, and live pricing in the public docs.

Your facts finally have an address.

Choose the raise output. See what is known, what can be enriched, what document can verify it, and what only you can answer.

Oomira — Get the facts behind your raise straight