AI portfolio monitoring
for venture and private equity firms.

Q: What is Dorio?

Dorio is portfolio monitoring software for investment firms. It gives a current valuation, predictions, risk flags, and a nightly written brief on every company in a venture or private equity portfolio, and it ranks prospects that match a firm's thesis.

Q: Who is Dorio for?

Venture capital firms, private equity firms, family offices, and funds of funds. Partners use it for the portfolio view, finance teams use the marks and fund comparisons, and platform and deal teams use the prospects and the x-ray.

Q: What is a mark in Dorio?

A mark is Dorio's current estimate of a company's fair value between rounds, shown as a point, a range, and a confidence tier, with the named drivers behind it. The model updates it nightly. A firm can set its own mark, and the firm's mark overrides the model everywhere.

Q: What is a raise prediction?

A raise prediction is Dorio's estimate of the chance a company raises within a time window, with the evidence behind it, such as a hiring spike, a new office lease, or round chatter in the news. Dorio also predicts growth, acquisition, IPO, layoffs, and closure. Predictions are directional signals, not guarantees.

Q: What is the brief?

The brief is a short written summary of the whole portfolio, written every night. Every claim links to its source article, and every mention is stored on the company's record.

Q: What is an x-ray?

An x-ray is Dorio's view of any investor's portfolio built from public investment records. A firm can x-ray a co-investor, a competitor, or a fund it is diligencing and see the book, the sectors, and the companies predicted to raise next.

Q: What data does Dorio run on?

Public company and funding records, news, hiring and headcount signals, public market closes for the benchmarks, and the investor updates, notes, and spreadsheets a firm adds. A firm's own data is private to that firm and never trains a shared model.

Q: How does Dorio fit with the tools a firm already uses?

Dorio is not a CRM and not a cap-table system. It sits beside those tools and answers a different question: what each company is worth today, what is likely to happen to it next, and which company outside the portfolio the firm should call. An MCP server exposes the whole book to any AI assistant a firm already uses.

Q: Is there a trial?

Yes. Trials open to investment firms in small groups. Request one with your firm name and work email at dorio.ai/trial, and the demo at dorio.ai/demo shows the product on a fictional firm's portfolio.

Portfolio intelligence for investment firms: current valuations, predictions, and live intel on every company you hold.

Request a trial See the product

Venture capital · Private equity · Family offices · Funds of funds

Dorio is AI portfolio monitoring software for venture capital, private equity, family office, and fund-of-funds investors. It keeps a current valuation, a set of predictions, risk flags, a competitive radar, and a nightly written brief on every company a firm holds, built from public company records, news, hiring data, public market closes, and the updates a firm receives from its founders. It also ranks prospects that match a firm's thesis and x-rays any investor's book from public investment records.

Lumenfold · current mark

$2.66Brange $2.1B–$3.3B

model · high confidenceyour mark $2.4B

Model estimateYour mark

Drivers: revenue growth signals · sector re-rating · headcount trend · comparable round terms

Nordwind Robotics · predictive reads

refreshed last night

Raisehiring spike · round chatter
94% in <6 mo
Growthusage inflection · enterprise launch
growing
Acquisitionstrategic interest in category
31%
IPOscale below public comps
12%

Prospects · ranked for your firm

982 scored

CompanyTimingFirmThesisScore

Everline DataSeed
Seedmodel match · thesis fit
100838494
Copperleaf BioEarly
Earlynear your matches
100678990
Marrow SystemsEarly
Earlypredicted for your co-investors
81—10081

Illustrative data for a fictional firm.

Marked to today, not last round.

Portfolio monitoring starts with a fair value between rounds: Dorio marks every company to today, not to its last round.

Range, confidence tier, and named drivers on every company. Set your own mark and it overrides the model.

Lumenfold · current mark

$2.66Brange $2.1B–$3.3B

model · high confidenceyour mark $2.4B

Model estimateYour mark

Drivers: revenue growth signals · sector re-rating · headcount trend · comparable round terms

Illustrative data for a fictional firm.

Predictions on what happens next.

Fundraising signals and outcome predictions on every company, from hiring, leases, and the news.

Raise timing, growth, IPO, acquisition, closure, and layoffs, each with the evidence behind it.

Predictions are directional signals, not guarantees.

Nordwind Robotics · predictive reads

refreshed last night

Raisehiring spike · round chatter
94% in <6 mo
Growthusage inflection · enterprise launch
growing
Acquisitionstrategic interest in category
31%
IPOscale below public comps
12%
Layoffsheadcount expanding
8%
Shuts downrunway healthy
3%

Illustrative data for a fictional firm.

An AI-written brief on the whole book.

A portfolio brief written nightly on the whole book, with a source behind every claim.

Written nightly, every claim linked to its source article, every mention kept on the company's record.

The brief · whole book

written 06:04 · 47 sources

Lumenfold is fielding inbound after its enterprise launch; two rivals cut pricing within a week. The model moved its mark up 8% on the quarter.

Nordwind Robotics flagged: a raise looks imminent on a 40-role hiring push and round chatter. Bramblewick needs a call, closure risk is elevated.

In the briefs · Lumenfold

Sep 10: enterprise launch; mark +8%
Aug 27: two rivals cut pricing
Aug 12: hired VP Sales; usage inflection

Illustrative data for a fictional firm.

Company updates, captured and processed.

Founder emails and board notes become structured metrics on the company's record.

Forward a founder email or paste notes. The TL;DR, metrics, and asks land on the company's record.

Parcelbee · company updates

3 this quarter

Fwd: Parcelbee, August investor update

forwarded

“Hi all, longer note this month. Q3 came together late but ARR crossed $4.2M, up 18% on the quarter, and we finally signed the…”

TL;DR: strong quarter; ARR $4.2M (+18% QoQ); burn steady; hiring a VP Sales.

ARR $4.2M+18% QoQburn $310k/moask: VP Sales introsstatus: growing

Board call notes, pasted Aug 12

manual

Pipeline doubled; two enterprise pilots converting in Q4.

Illustrative data for a fictional firm.

Who to call next.

A competitive radar and a prospect list built from the firm's thesis and the companies it already holds.

Prospects that match your thesis and are about to fundraise.

Prospects · ranked for your firm

982 scored

CompanyTimingFirmThesisScore

Everline DataSeed
Seedmodel match · thesis fit
100838494
Copperleaf BioEarly
Earlynear your matches
100678990
Marrow SystemsEarly
Earlypredicted for your co-investors
81—10081
QuillhavenSeed
Seedechoes 3 of your companies
——7658

Illustrative data for a fictional firm.

Funds, partners, and sectors, compared.

Fund performance by fund, partner, or sector, against the sector index.

Value, MOIC, and IRR for any cut of the book, and how each one tracks its index.

Performance · by fund

By fundBy partnerBy sector

GroupInvestedValueMOICIRRvs index

Fund IV
22 companies
$335M$2.1B6.3×38%+21 pts
Fund V
31 companies
$435M$1.4B3.2×24%+9 pts
Fund VI
28 companies
$575M$690M1.2×11%−4 pts

Chained index vs. the Software benchmark over the same window.

Illustrative data for a fictional firm.

X-ray any investor's book.

Any firm's portfolio, built from public investment records.

Sectors, pace, co-investors, and the companies predicted to raise next, for a co-investor, a competitor, or a fund you are diligencing.

X-ray · Acme Ventures

61 companies · public records

Seed38%
Series A31%
Series B19%
Later12%

CompanyStageRaise

Everline Data
Data infra
Seed88%
Marrow Systems
Robotics
Series A81%
Copperleaf Bio
Biotech
Series A44%
Halcyon Grid
Software
Series B17%

Co-investors: Brightwater Capital · Oakmere Growth · 14 more · 6 deals shared with you

Illustrative data for a fictional firm.

Compare your entire portfolio against private and public market indexes.

Sector indexes computed nightly from private-company marks, beside the S&P 500 and Nasdaq.

Your portfolio · vs benchmarks

as of 25 Sep 2026 · re-based to window start

1Y return

+31.4%

Your portfolio · 81 companies

+12.8 pts vs Software+14.8 pts vs S&P 500

+ 16 more

Ranked · 1Y

ahead of 17 of 21 sectors

AI Infrastructure17 companies+48.9%
Your portfolio81 companies+31.4%
Software18 companies+18.6%
S&P 500public+16.6%

Every line is re-based to the window start. Your portfolio is chain-linked, so new checks and exits never move it, only value changes do. Sector indexes aggregate nightly model marks; public indexes are daily closes.

Illustrative data for a fictional firm.

Your portfolio intelligence, in any tool.

An MCP server for your book: updates, intel, valuations, and predictions wherever you work, fully headless.

MCP · dorio.portfolio

connected · 14 tools

you › Which of my companies look likely to raise before Q2?

tool › predictions.raising({ horizon: "6m", book: "all" })

Nordwind Robotics94% in <6 mo40-role hiring push
Everline Data88% in <6 modata-center lease
Quillhaven71% in 6–12 moGTM hires

tool › valuation.current({ company: "Lumenfold" })

{ model: "$2.66B", range: ["$2.1B", "$3.3B"], mark: "$2.4B", confidence: "high" }

tool › updates.latest({ company: "Parcelbee" })

{ period: "Q3", arr: "$4.2M", growth: "+18% QoQ", ask: "intro to VP Sales" }

ClaudeCursorChatGPTYour own agents

Illustrative data for a fictional firm.

Questions investors ask.

What is Dorio?

Dorio is portfolio monitoring software for investment firms. It gives a current valuation, predictions, risk flags, and a nightly written brief on every company in a venture or private equity portfolio, and it ranks prospects that match a firm's thesis.

Who is Dorio for?

Venture capital firms, private equity firms, family offices, and funds of funds. Partners use it for the portfolio view, finance teams use the marks and fund comparisons, and platform and deal teams use the prospects and the x-ray.

What is a mark in Dorio?

A mark is Dorio's current estimate of a company's fair value between rounds, shown as a point, a range, and a confidence tier, with the named drivers behind it. The model updates it nightly. A firm can set its own mark, and the firm's mark overrides the model everywhere.

What is a raise prediction?

A raise prediction is Dorio's estimate of the chance a company raises within a time window, with the evidence behind it, such as a hiring spike, a new office lease, or round chatter in the news. Dorio also predicts growth, acquisition, IPO, layoffs, and closure. Predictions are directional signals, not guarantees.

What is the brief?

The brief is a short written summary of the whole portfolio, written every night. Every claim links to its source article, and every mention is stored on the company's record.

What is an x-ray?

An x-ray is Dorio's view of any investor's portfolio built from public investment records. A firm can x-ray a co-investor, a competitor, or a fund it is diligencing and see the book, the sectors, and the companies predicted to raise next.

What data does Dorio run on?

Public company and funding records, news, hiring and headcount signals, public market closes for the benchmarks, and the investor updates, notes, and spreadsheets a firm adds. A firm's own data is private to that firm and never trains a shared model.

How does Dorio fit with the tools a firm already uses?

Dorio is not a CRM and not a cap-table system. It sits beside those tools and answers a different question: what each company is worth today, what is likely to happen to it next, and which company outside the portfolio the firm should call. An MCP server exposes the whole book to any AI assistant a firm already uses.

Is there a trial?

Yes. Trials open to investment firms in small groups. Request one with your firm name and work email at dorio.ai/trial, and the demo at dorio.ai/demo shows the product on a fictional firm's portfolio.

The current value of everything you hold.

Trials open in small groups. Start yours.

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AI portfolio monitoring for venture and private equity firms.

Marked to today, not last round.

Predictions on what happens next.

An AI-written brief on the whole book.

Company updates, captured and processed.

Who to call next.

Funds, partners, and sectors, compared.

X-ray any investor's book.

Compare your entire portfolio against private and public market indexes.

Your portfolio intelligence, in any tool.

Questions investors ask.

What is Dorio?

Who is Dorio for?

What is a mark in Dorio?

What is a raise prediction?

What is the brief?

What is an x-ray?

What data does Dorio run on?

How does Dorio fit with the tools a firm already uses?

Is there a trial?

The current value of everything you hold.

AI portfolio monitoring
for venture and private equity firms.