WorkflowPrivate Markets

Private Markets Valuation

Private markets valuation where agents compute three methods, argue against every mark and cite each source, and your people prepare, check and approve

Every quarterly mark backed by three methods and its evidence, signed off by two people.

See one case, screen by screen ↓
demo304positionsmarked in 38 funds and 9 currencies; 296 company packs read in their own languages
demo29challengesraised by the Challenger agent on 23 positions; 2 cleared as pass or info, the rest wait for a person's answer
target100%of marks with three methods and every input cited to its source page
target15business daysfrom quarter end to the valuation committee, every mark with its evidence
In short

What is Private Markets Valuation?

Private markets valuation is the quarterly work of setting a fair value mark for each unlisted holding — buyout and growth companies, infrastructure, real estate — usually a Level 3 fair value measurement under ASC 820, from the company's accounts, peer multiples, a DCF and calibration to the entry price or latest round. Private Markets Valuation adds seven agents that read company packs in their own languages, compute the three methods independently, argue against the result and seal the evidence, while the analyst prepares, the Head of Valuation checks and the valuation committee approves.

AI in asset management: a buyer's guide to agentic AI for investment managers →

Updated

The problem

Why private markets valuation still takes three weeks after quarter end

Private markets valuation is a quarterly grind: hundreds of unlisted holdings — buyout and growth companies, infrastructure assets, real estate — each marked to fair value from a company pack that arrives as a PDF, often in Italian, German, Japanese or Portuguese. Analysts refresh peer sets by hand from a market data terminal, roll DCFs in personal workbooks, skip calibration to the entry price when "nothing happened", and assemble the valuation committee pack the night before.

The risk sits where examiners now look. The SEC's FY2026 examination priorities name the methods and controls behind the fair valuation of illiquid assets, and the December 2025 IPEV Valuation Guidelines expect calibration at every measurement date. A stale peer set, a plan that keeps missing and is never haircut, a deal team leaning on its own mark, or evidence rebuilt by hand for the auditor can each turn a Level 3 mark into a finding.

typical20business daysafter quarter end, when only about half of managers have finished their valuations
typical54%of interval fund assets were Level 3 at year-end 2025
typical60%of managers use third-party valuation firms
Where an analyst's business days go in a valuation quarterestimated
By hand21 days
With the solution9.5 days
  • Chasing and reading company packs in their own languages4 → 1.5 d
  • Refreshing peer sets and multiples3 → 1 d
  • Rolling DCFs and calibrating to entry or the latest round5 → 2 d
  • Answering review points and writing the memo4 → 3 d
  • Assembling the valuation committee pack2 → 1 d
  • Rebuilding evidence for the auditor3 → 1 d

Estimated split for one analyst covering about 40 positions in a quarter, by hand and with the solution.

How it works

How a quarter's marks move

Seven agents read the packs, compute three methods independently and argue against the result; an analyst prepares, the Head of Valuation checks, the committee approves.

What comes in
Packs and prices in304 positions, 38 funds · company packs in their own languages; market data
Agents at work
Company Data agentany language, page-cited
Then
Comparables agentpeers
DCF agentplan
Calibration agententry
Then
Challenger agentargues against the mark
Then
Pack agentcommittee by exception
Evidence agent
A person decides
Analyst, Head of Valuation, committeeprepare, check, approve
What comes out
Three methods per mark
Approved with quorum
Auditor-ready evidence
One case, step by step

One private equity valuation, from company pack to committee approval

Quillfield Capital marks 304 positions in 38 funds for the quarter ended Sep 30, 2026. Ferrante Imballaggi S.p.A., an Italian packaging company held 89.5% by Quillfield European Buyout Fund IV, is first on the analyst's list. Here is the private equity valuation process for that one mark — made, challenged and approved — screen by screen, in the working solution.

  1. 01Wednesday, Oct 21

    Committee at 2:00 p.m., and what needs her first

    Nadia Okafor · Valuation Analyst

    Nadia covers 41 European buyout and infrastructure positions. Her home shows four numbers: 304 positions marked, $41.62B, −0.9% vs June; 212 within tolerance; 23 challenged with 27 challenges still open; 8 awaiting company data, rolled forward under policy §7.1. First in Needs you: Ferrante Imballaggi, −6.0%, to committee, two open challenges — plan missed, peer outlier — and 2h 18m to the pack cut-off.

    What the agents did overnight: “Challenger agent — Raised 29 challenges on 23 positions; 2 cleared as pass or info.”

  2. 02The quarter run

    304 packs read, 304 marks computed, step by step

    The agents

    The Company Data agent read 296 company packs — 4,812 pages in Italian, German, French, Spanish, Japanese, Portuguese, Swedish and more — and pinned 3,911 figures to their pages; 8 packs had not arrived, so it sent the requests. The Comparables agent refreshed 211 peer sets, the DCF agent rolled 251 DCFs from company plans, the Calibration agent calibrated 268 positions, and weights came from Valuation Policy v7.2. Out came 212 within tolerance, 61 for review, 23 challenged and 8 awaiting data.

    The last step of the run: “People decide — Analysts prepare · Head of Valuation checks · committee approves.”

  3. 03Answer and prepare

    Three methods, one scale, a proposed mark

    Comparables, DCF and Calibration agents

    Ferrante's mark opens as three dials: comparables EUR 212.0M at a 30% weight, DCF EUR 198.0M at 45%, calibration EUR 205.1M at 25% — the weights of policy §4.2 for a mature buyout. The methods span EUR 198.0M–212.0M and propose EUR 204.0M, −6.0% on June's EUR 217.0M; the reporting value is $237.4M at EUR/USD 1.164. Beside the dials, each method agent states its result in the conversation, with citations.

    Calibration agent: “At entry Quillfield paid 10.95x against a peer median of 11.2x. Holding that 2.2% discount, today's multiple is 8.9x: EUR 205.1M.”

  4. 04Click any figure

    The Italian accounts beside the English

    Company Data agent

    Every cited number opens its source. The Relazione trimestrale al 30 settembre 2026, received through the company portal on Oct 9, sits in Italian beside its English reading, with the cited lines highlighted: LTM revenue EUR 286.5M, LTM adjusted EBITDA EUR 38.4M (June: EUR 37.9M), adjusted EBITDA margin 13.4%, and EUR 1.2M of reorganization costs taken out as non-recurring.

    The Company Data agent never changes a figure the company reported; below its confidence threshold it hands the item to the analyst.

  5. 05The peer set

    Seven peers, each with a reason to be there

    Comparables agent

    Seven listed packaging peers, median EV/LTM EBITDA 9.1x against 9.9x in June. Each shows why it is in the set — Corvana Packaging: paper-based food trays, same end markets, larger scale — its multiple now and last quarter, and an Exclude button. Two companies were screened out by the agent: Ardmore Plastics and Vesuvio Cartiere. Kestrel Paperboard, at 11.3x, is flagged as an outlier.

    Comparables agent: “Kestrel Paperboard trades on press reports of an approach. Policy §3.4 excludes a peer only on a confirmed event, so I kept it and flagged it.”

  6. 06The DCF

    The company's own plan, with every input sourced

    DCF agent

    The DCF rolls the board-approved plan: free cash flow for 2027–2031 from the Piano industriale, a 2.85% EUR 10-year risk-free rate and 0.92 unlevered beta from the market data vendor, a 5.50% equity risk premium from policy §4.3. WACC 10.25% and terminal growth 2.00% give EUR 198.0M; ±0.5% on WACC spans EUR 180.5M–217.8M. Moving a slider is a sensitivity; applying it is an override that asks for a reason code.

    The DCF agent never invents a forecast: it uses the company plan or the analyst's override.

  7. 07The dissent

    An agent whose job is to disagree

    Challenger agent

    “I disagree on one point and flag one more.” The plan has missed EBITDA three quarters running (Q1 −1.8%, Q2 −3.4%, Q3 −2.1%); a 2% haircut on forecast cash flow would take the DCF to EUR 192.0M and the mark to EUR 201.3M. And Kestrel Paperboard has traded up 14% on takeover talk since Sep 12; excluding it lowers the mark by about EUR 2.4M. Nadia keeps the forecast with reason code KP-02, “Later information covers it (cited)”.

    “A challenge cannot be dismissed without a reason code. Unanswered challenges escalate to the Head of Valuation at the pack cut-off, and the committee sees every answer.”

  8. 08She asks why

    “Does the price increase support the forecast?”

    Nadia Okafor and the DCF agent

    Luca Bernardi, the deal partner, added information without touching the mark: a price revision with the largest customer, Gruppo Alimentare Sorrentino. The DCF agent answers: +4.5% from Oct 1 on 19% of revenue, about EUR 2.5M of EBITDA a year, more than the Q3 shortfall against plan. Nadia keeps Kestrel too, under KP-03, because the approach is press talk and policy §3.4 keeps the peer. The Challenger accepts both answers into the committee pack.

    DCF agent: “It supports keeping the forecast; the decision is yours.”

  9. 09Prepared · checked · approved

    Three people, three reason codes

    Nadia Okafor, Tomás Reyes and Helen Ward

    Nadia prepares the mark at EUR 204.0M with PR-01, “Methods agree within policy; challenges answered”. Tomás Reyes, Head of Portfolio Valuation, checks it with CK-01, “Reasoning and sources checked”. A move over 5% goes to the committee, where Helen Ward, CFO, Private Markets and committee chair, approves it with AP-01, “Approved: methods converge; dissent answered”, with 4 of 5 voting members present.

    On the Prepare screen: “You cannot check or approve it yourself.”

  10. 102:00 p.m. ET

    A committee by exception, then the quarter is signed

    Valuation committee

    The Pack agent has grouped 304 marks into 26 for discussion — material moves, open challenges, overrides — and 278 on the consent agenda, approved in one resolution once checked. Ferrante now shows Approved · AP-01. Then Helen signs the quarter: the approved marks are sealed and sent to fund accounting for the Sep 30 NAV, anything undecided carries to the adjourned session on Oct 23, and the Pack agent drafts the minutes.

    “Quorum: 4 of 5 voting present (3 needed).”

Who it’s for

Built for everyone who stands behind a mark.

The same quarter, seen by five of the people who carry it — what valuation season looked like, and what it looks like now.

NO
Nadia OkaforValuation Analyst · European buyout and infrastructure, 41 positions
Valuation Analyst
Before
Turns company packs into marks in spreadsheets, refreshes peers by hand and writes the memo the night before the committee.
Now
Opens each mark with three methods already computed and cited; answers the challenges and prepares. “Show me why it moved, with the page, and I'll stand behind it.”
TR
Tomás ReyesHead of Portfolio Valuation · checks every prepared mark, owns the policy
Head of Portfolio Valuation
Before
Checks every prepared mark and takes the book to committee, with the DCFs and the evidence spread across analysts' personal workbooks.
Now
Checks reasoning and sources with a reason code, proposes weights and thresholds in the valuation policy for the committee chair to approve. “I check the reasoning, not the arithmetic.”
HW
Helen WardCFO, Private Markets · Valuation Committee Chair
Valuation Committee Chair
Before
Chairs a committee that reads a pack assembled the night before, with little sight of who argued against a mark.
Now
Approves material moves with quorum and reason codes, sees every challenge and answer, and signs the quarter. “I approve a mark when two methods agree and someone has argued against it.”
DF
Daniel FiskAudit Senior Manager, Halbrook & Pryor LLP · read-only
External auditor
Before
Sends PBC lists and waits for screenshots of spreadsheets to test 25 sampled positions to source.
Now
Opens his sample of 25 read-only, with sources, methods, decisions and seals, and asks the agents. “Give me the source, not a screenshot of a spreadsheet.”
LB
Luca BernardiPartner, European Buyout · deal team, read-only
Deal team partner
Before
Knows the business better than anyone, which is why his view of the mark has to stay at arm's length.
Now
Adds information to his funds' marks — a signed price revision — that the agents cite, but cannot set, edit, check or approve a mark. “I know the business; valuation decides the number.”
Built on the engine

7 agents. Each with one job, and hard limits.

Seven agents read the packs, compute three methods independently and argue against the result; an analyst prepares, the Head of Valuation checks, the committee approves.

Company Data agent

Reads each portfolio company's quarterly pack, accounts, plan and compliance certificate in the original language; extracts LTM revenue, EBITDA and adjustments, net debt and KPIs; pins each figure to its page; requests late packs from the company CFO in the company's language.

  • Never changes a figure the company reported
  • Below its confidence threshold, hands the item to the analyst
  • No figure without a source
Comparables agent

Builds and maintains each peer set, pulls multiples from the market data vendor, explains why every peer is in the set and flags outliers.

  • Never drops a peer on its own; the analyst decides every peer change
  • Excludes a peer only on a confirmed event, under the policy
DCF agent

Rolls the DCF from the company's plan, rebuilds WACC, runs sensitivities and tracks the plan against actuals.

  • Never invents a forecast
  • Uses the company plan or the analyst's override, recorded with a reason code
Calibration agent

Calibrates to the entry price or the most recent transaction and rolls the calibrated multiple forward; reads share-class rights for recent rounds.

  • A recent round is never fair value without calibration
Challenger agent

Argues against every converged mark with last quarter, the peer index, co-investor marks, independent adviser ranges, plan misses and the backtesting of exits.

  • Cannot change a mark
  • Must cite
  • Every challenge needs a person's answer
Pack agent

Drafts the valuation committee pack by exception, the minutes from the decisions, and the quarter reports.

  • Drafts only; never approves
Evidence agent

Seals every input, statement and decision with its source and a hash, and builds the auditor and regulator packs.

  • Append-only
  • Every export watermarked with the requester and logged
Analyst, Head of Valuation, committee chair, auditor

Maker, checker, approval, evidence. The agents propose; a named person decides.

Ask in plain words

Ask the agents about any mark, in plain words

Ask about any mark, method, fund or source, or say what to try. Every answer cites its page, and nothing changes without your approval.

Why is Ferrante Imballaggi down 6%?

From EUR 217.0M to EUR 204.0M. Peer multiples fell 0.8x to 9.1x: −EUR 19.8M. LTM EBITDA rose to EUR 38.4M: +EUR 3.0M. Net debt fell to EUR 112.6M: +EUR 3.8M.

What if we drop Kestrel?

Without Kestrel the peer median is 8.95x and the mark about EUR 2.4M lower. Policy §3.4 excludes a peer only on a confirmed event; the approach is press talk so far. I have not changed the set: it is your call on the peer screen.

Does the price increase support the forecast?

Luca Bernardi added the price revision with Gruppo Alimentare Sorrentino: +4.5% from Oct 1, on 19% of revenue. That is worth about EUR 2.5M of EBITDA a year, more than the Q3 shortfall against plan. It supports keeping the forecast; the decision is yours.

Show marks above the adviser's range

One: Brightwater Dental Partners at $655.0M, 1.1% above the independent adviser's top of $648.0M. The Challenger raised it; Marcus Bell has recorded an override on terminal growth.

Every screen

The working solution, as it ships.

13 screens from the working solution, on its sample data. Pick one to see it large.

TodayThe valuation analyst's day: positions marked, within tolerance, challenged and awaiting company data, each mark that needs her with its clock to the committee cut-off, and what the agents did overnight.
The quarter runThe private markets valuation run step by step: company packs read, peer sets refreshed, DCFs rolled, positions calibrated, challenges raised, and the outcome by strategy.
The markA portfolio company valuation as three dials — comparables, DCF and calibration — with their weights, the range, the proposed fair value mark, last quarter's, and the agents' conversation beside it.
Source in the original languageThe Italian quarterly report beside its English reading, with every figure used in the mark highlighted and pinned to its page.
The peer setComparables for the valuation: each peer's reason to be in the set, its EV/LTM EBITDA now and in June, the outlier flag, and the effect of any change on the mark.
DCF inputsWACC and terminal growth sliders, the plan's free cash flow and each input's source; applying a change records an override with a reason code.
Answering a challengeKeeping the mark against the Challenger agent's argument, with a reason code and a note that go to the audit trail and the valuation committee pack.
Talk to the markBoth challenges answered on record, and the DCF agent's cited answer on whether the customer price increase supports the forecast.
Committee approvalThe committee chair approves the Level 3 mark with a reason code, with quorum and the preparer and checker shown.
The valuation committeeMembers and quorum, marks for discussion by why they are there, the consent agenda, decisions, minutes and the quarter sign-off.
Auditor evidenceThe external auditor's read-only sample of 25 positions: methods, sources, decisions with reason codes, challenges and answers, requests and the seal.
Audit trailEvery input, answer, override and decision by people and agents, append-only and hash-chained, with CSV and a regulator pack export.
Valuation policyMethod weights by strategy and the thresholds for tolerance, committee materiality, peer exclusion and the calibrated multiple — versioned settings.
Governance

Private markets valuation governance: cited, challenged, signed.

Every input cited to its pageEach figure on a mark opens its source — the company's accounts in the original language, the market data snapshot, the entry memo, the valuation policy — at the page, with the English reading beside it.
Maker-checker on every markThe analyst prepares, the Head of Portfolio Valuation checks, and the committee approves moves of 5% or $25 million, overrides and open challenges with quorum. A preparer may never check or approve the same mark (policy §6.5).
Dissent on the recordThe Challenger agent argues against every mark and must cite. Each challenge is accepted or kept with a reason code and a note; unanswered challenges escalate at the pack cut-off, and the committee sees every answer.
Valuation stays independentDeal teams see only their own funds, only after a mark is prepared, and can add information but never set, edit, check or approve a mark. Auditors see their sample only, read-only.
Versioned policy and agentsWeights, tolerances and materiality live in the versioned valuation policy, and every settings change needs a second person. Agent prompt and model changes are versioned, evaluated on past quarters and take effect after the Head of Valuation approves. Agents never prepare, check or approve a mark.
Hash-chained trail, watermarked exportsEvery input, answer, override and decision is on an append-only, hash-chained audit trail kept 7 years. The regulator pack and every export are watermarked with the requester and logged, and data stays in the fund's region.
Configuration

Your valuation policy, not ours

Method weights, tolerances and committee materiality are settings in the valuation policy, versioned, and changed only with a second person's approval.

SettingDefaultChoose from
Method weights, buyoutMarket 30% · income 45% · calibration 25%Set per strategy: growth 50 · 15 · 35, infrastructure 10 · 80 · 10, real estate 20 · 70 · 10, secondaries 20 · 80 · 0 (secondary bids · adjusted NAV · calibration)
Within toleranceMove under 3% and all methods within ±7% of the markProposed by the Head of Valuation, approved by the committee chair
Committee materialityMove of 5% or more, or $25 million or morePlus any override and any open challenge
Peer exclusionOnly on a confirmed eventAnnounced offer, delisting, restatement
Calibrated multiplePeer median × entry multiple ÷ peer median at entryRounded to 0.1x
Late company dataAfter 15 daysRequest in the company's language, roll forward with market movement, flag to the committee
Confidence to proceedCompany Data agent 90%; method agents 85%Below the threshold an agent hands the item to a person
Challenge answer24 hours after it is raisedUnanswered at cut-off, it escalates to the Head of Valuation and the committee chair
Connections

Works with the systems a valuation quarter already runs on

Portfolio monitoringcompany KPIs and quarterly packs
Fund accountingapproved marks for the NAV; cost and ownership
Market data vendorpeer prices, multiples, rates and FX
Document managementcompany packs, deal files and the valuation policy
Company portalpack requests to portfolio company CFOs
Independent valuation adviserpositive assurance ranges
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

target
100%
of marks with three methods and every input cited to its source page
every position
not a sample
target
15days
from quarter end to committee; about half of managers finish within 20 today
Today20+ business days
With agentsbusiness day 15
target
50%
lower cost per quarterly mark, as a target (a vendor reports 50% at one manager)
Todayspreadsheets and advisers
With agentsby exception

“demo” = seen in the working solution, on its sample quarter · “target” = the design goal, measured in the live solution · “estimated” = our estimate · “typical” = published figures (an industry valuation survey of 80 US managers — about half finish within 20 business days after quarter end, about 60% use third-party valuation firms; SEC staff statement on the valuation of private assets, Sep 28, 2026 — 54% of interval fund assets were Level 3 at year-end 2025). Context: SEC Division of Examinations, FY2026 Examination Priorities (Nov 17, 2025); IPEV Valuation Guidelines, December 2025 edition. People, firms, funds and companies named on this page are fictional — characters and sample data in the working solution.

Questions

What private markets valuation teams ask us.

What is Private Markets Valuation?

Private markets valuation is the quarterly work of setting a fair value mark for each unlisted holding — buyout and growth companies, infrastructure, real estate — usually a Level 3 fair value measurement under ASC 820, from the company's accounts, peer multiples, a DCF and calibration to the entry price or latest round. Private Markets Valuation adds seven agents that read company packs in their own languages, compute the three methods independently, argue against the result and seal the evidence, while the analyst prepares, the Head of Valuation checks and the valuation committee approves.

Which private equity valuation methods does it use?

Three on every position, computed independently from cited sources: comparables (the peer median EV/LTM EBITDA), a DCF rolled from the company's own plan, and calibration to the entry price or the latest round. The valuation policy weights them by strategy — for a mature buyout, market 30%, income 45%, calibration 25% — and the mark shows the range they span.

Does it calibrate to the entry price, as the IPEV Valuation Guidelines expect?

The Calibration agent holds the entry discount to peers and rolls the calibrated multiple forward each quarter; on the sample quarter it calibrated 268 of 304 positions to entry or the latest round. It never treats a recent round as fair value without calibration: for a growth company it reads the share-class rights and values the fund's class, not the headline round price.

How does the valuation committee approve Level 3 marks?

By exception. The Pack agent puts material moves, overrides and open challenges up for discussion — 26 of 304 in the sample quarter — and the rest on a consent agenda. The chair approves each mark with a reason code and quorum, then signs the quarter, and the approved marks go to fund accounting for the NAV.

Can it read company packs in Italian, German or Japanese?

Yes. The Company Data agent reads each pack in its original language and shows it beside an English reading, with every figure used in a mark pinned to its page. When a pack is late it drafts the request to the company CFO in the company's own language.

Does the AI set the fair value mark?

No. The agents compute, argue and draft; they never prepare, check or approve a mark. The analyst prepares with a reason code, the Head of Portfolio Valuation checks, the committee approves, and no one can check or approve a mark they prepared. Deal teams can add information but never edit a mark.

What do auditors and SEC examiners get?

The auditor picks a read-only sample and sees each mark's methods, original-language sources, decisions with reason codes, challenges and answers, and its seal, and can ask the agents. The compliance team can export a regulator pack of every mark and approval from the hash-chained audit trail, watermarked and logged. The SEC's FY2026 examination priorities name the valuation of illiquid assets.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements and documents — your valuation policy, fund list and a past quarter of company packs and approved marks — and it goes live once every quality gate has passed. Setup connects your systems, loads the policy, maps funds and positions, and runs the agents in parallel on last quarter before go-live.

See it on
your quarter's marks.

We'll run Private Markets Valuation on a past quarter of your own company packs, peer sets and approved marks.