Every claim shows its work.
See where each fact came from and when it was true. Conflicts are flagged. Unknowns stay unknown.
Investors, customers, and every AI look you up before they meet you. Oomira assembles that public record, dated and sourced, coaches you on what to strengthen, and hands the corrected facts to any AI.
Something strange is already true: every AI answers questions about you. Investors ask before the first call. Customers ask before the first order. And the you they meet depends on who they ask.
The facts as you would tell them: what changed, when, and why. It is the most accurate version, and it lives where no reader or AI can check it.
Whatever your assistant was told last: one value per fact, no dates, no sources, locked inside one product.
What anyone, and any AI, assembles when they look you up: real but stale in places, wrong in places, and held in systems you cannot read, let alone correct.
Oomira brings the three in line. It assembles the public you and shows it to you, coaches you on how to strengthen it, takes your corrections without erasing what changed, and serves the one corrected record to any AI that asks. A thin record is not a dead end. It is the to-do list.
It is also why the reports keep surprising people. Every line below is real.
A 1,500-studio fitness franchise led with a billion in system sales dated 2018 and a million members dated 2020. The freshest figure on its record was the studio count. A skeptical reader notices that gap in seconds.
Readiness report · Traction cardA materials startup described itself on its own site as a group of ambitious creative thinkers. The public record held a $2.8M round closed, a global sportswear brand on the cap table, and a federal science partnership worth up to $160M.
Readiness report · Story cardA mapping-data company had one independently cited figure: $7.6M in annual revenue. It stood alone, a single 2023 point with no prior year beside it, so a reader cannot tell climbing from cruising.
Readiness report · Traction cardA design-build firm grew from 30 people to 80, then reset to 31. All three numbers sat on the public record. Without one sentence of explanation, discipline reads as decline.
Readiness report · Timeline cardAn advisory firm claimed a billion dollars in exits and a thousand founders served. Every number traced back to its own website. Not one had an outside source behind it.
Readiness report · Evidence cardA snack brand appeared under three different names across its own public record. A first-time reader ends up tracing a rebrand instead of absorbing the pitch.
Readiness report · Identity cardEach finding is quoted from a report Oomira generated for a real company. The subjects are described, never named.
One URL starts the research. Oomira checks the same public sources an investor or an AI would reach for, and keeps every fact with its source and date.
Correcting a fact never destroys the old one: the previous value stays, dated, so the record shows the change instead of hiding it. Private connections can then verify traction, finances, product activity, and company documents when you choose to add them.
The readiness report then walks every route an AI can take to you: what each one finds today, and where the next fact goes.
Connections are optional and read only after you authorize them. Oomira cites the connected record behind each claim.
No giant onboarding form. You get the short list that remains after the research is done.
Deck, memo, and diligence are progressively deeper views—not separate files to keep in sync.
See where each fact came from and when it was true. Conflicts are flagged. Unknowns stay unknown.
An assistant’s memory keeps the last thing it was told, in the assistant it was told to. A record keeps when each fact became true, what it replaced, where it came from, and what it connects to.
One value per fact. No date, no source, nothing linking them, and it lives in one assistant. When something changes, the old value is simply gone.
Every fact carries the date it became true, the value it replaced, and the source behind it. Entities are connected, not listed. Any MCP client reads the same rows.
Ask your AI “what changed since our seed round?” and it answers from dated facts with sources, instead of the one value it happens to remember.
POST /api/v1/scaffoldhttps://oomira.com/mcpStart free with $5 of credit and no account. A subscription keeps what you built; research spends credits at cost plus a stated premium. No connector unlocks, no surprise tiers.
Build a whole world and its first deck without signing up.
Keeps what you build, and keeps it current as the facts change.
Shared company worlds for a team. Every seat reads and maintains the same sourced record.
Research and model work spend credits, on every tier.
Each company keeps its own world and its own account. You see the facts they share, each one carrying the source and the date it was true — the same record they raise on, not a separate database they cannot check.
Talk to us →A subscription buys persistence, not access: the same research and the same schemas run for a guest. Structure itself is always free — the keyless POST /api/v1/scaffold endpoint costs nothing and needs no account.
Let Oomira turn them into the context your deck is written from. Free.