SentimentSELECTIVE
Case studies

See exactly how we proved it.

Real engagements and the evidence trail behind each one — by industry and outcome, not by name.

$2.64B+ Value VerifiedAs of Q2 2026

Evidence trail

39 companies an investor can underwrite.

SFU VentureLabs

QuantCore™ — EVA and capital readiness

39

Companies analysed

Read the file

Capital file issued

Situation
SFU VentureLabs brought a science and deeptech cohort of 39 companies in for economic value added and capital readiness.
Ask
Give founders, investors, the accelerator, and public reviewers a capital picture that goes past jobs, projects, and revenue.
What we did
Each company: a five-year path, capital efficiency, and funding velocity. The cohort: economic value added — profit after a charge for the capital employed — plus capital efficiency, funding velocity, R&D capital health, and capital resilience, set against British Columbia, Canada, and the United States.
Outcome
• Founders and CEOs have a true view of financial impact. • Investors can find the companies and read how capital was used. • VentureLabs has an impact report past jobs, projects, and revenue. • Government and industry bodies have a cohort they can extend beyond these 39.

Nearly $900M of revenue did not translate into debt-service capacity

Global specialty products & distribution · $800M+ revenue · Global

Credit — debt-service capacity

~0.5×

EBITDA interest coverage

Read the file

Limit progression stopped

Situation
Global specialty-products distributor, $800M+ revenue, audited annual statements, being evaluated for a new credit line.
Ask
Confirm debt-service capacity ahead of a credit committee decision.
What we did
Reconciled the three primary statements against debt, lease, interest and impairment disclosures, then reconstructed a preliminary adjusted-EBITDA bridge to test coverage against reported cash interest. Held for human sign-off before release.
Outcome
~0.5x EBITDA interest coverage, ~0.1x operating-cash-flow coverage, >20x preliminary leverage. Automatic limit progression stopped; downside case required before committee review.

Positive operating cash flow depended on supplier financing

Technology distribution & supply-chain finance

Credit — receivables / payables facility

~(1.8B)

OCF after payables adjustment

Read the file

Cash conversion not durable

Situation
Regional technology distributor, audited annual statements, reporting strong positive operating cash flow.
Ask
Confirm whether cash conversion was durable enough to underwrite a receivables/payables financing facility.
What we did
Reconciled reported operating cash flow to underlying working-capital movements, isolated supplier-payables growth as a sensitivity, and calculated supplier concentration from the payables schedule.
Outcome
Reported +3.5B (local currency) operating cash flow reversed to ~(1.8B) once supplier-payables growth was excluded; one supplier held >75% of trade payables.

Reported growth above 50% fell to the low-20s before merger normalization

Technology services & managed solutions · ~€90M revenue · Western Europe

Valuation — organic growth

low-20s

Duration-normalized growth

Read the file

Valuation input rejected

Situation
Western European technology-services company, ~€90M reported revenue, audited statements spanning unequal periods.
Ask
Establish a defensible organic-growth rate for valuation and peer comparison.
What we did
Detected a 15-month current period against a 12-month comparator, ran a duration-only normalization, and flagged a concurrent merger and receivables financing as further comparability factors.
Outcome
Headline growth above 50% fell to the low-20s on duration alone — rejected as a valuation input pending a management-approved pro-forma bridge.

A 0.55B local-currency movement sat between audited and management reporting

Technology hardware & distribution · East Asia

Portfolio monitoring — equity continuity

0.55B

Retained-earnings gap

Read the file

Held pending source ledger

Situation
East Asian technology distributor, non-English audited statements plus a subsequent management balance sheet.
Ask
Confirm audited-to-management equity continuity for ongoing portfolio monitoring.
What we did
Standardized the non-English statements while preserving original-currency lineage, matched audited comparative equity to the management opening position, and rebuilt the retained-earnings movement.
Outcome
A 0.55B (local currency) gap remained between the retained-earnings movement and management-period net income — held pending source-ledger evidence, not forced to balance.

A $5.5M noncash charge changed the cash-flow reading

Technology platform, services & resale · $250M+ revenue · North America

Quality of Earnings

$5.5M

Noncash reclassification

Read the file

Still negative

Situation
North American technology platform and reseller, $250M+ revenue, unaudited financial workbook.
Ask
Establish quality of earnings and normalized cash flow ahead of a transaction.
What we did
Traced depreciation and amortization through the operating and investing sections, built a preliminary noncash normalization, and connected the reclassification to goodwill exposure.
Outcome
A $5.5M reclassification narrowed reported operating cash outflow from ~$6.9M to a preliminary ~$1.4M — still negative, with ~$45M of goodwill remaining valuation-sensitive.

More than $20M of distributions required an equity and cash bridge

IT solutions & professional services · $20M+ revenue · North America

Credit — distributions and liquidity

>3.7×

Distributions / year-end equity

Read the file

Converted to credit condition

Situation
North American IT solutions provider, $20M+ revenue, preliminary unaudited statements with no cash-flow statement supplied.
Ask
Assess whether reported owner distributions were consistent with the company's liquidity position.
What we did
Compared reported distributions with year-end equity and the period's loss, then tested whether the package could establish timing, authorization or cash settlement.
Outcome
Distributions exceeded $20M — more than 3.7x year-end equity during a loss year — converted into a formal credit condition requiring an equity roll-forward and cash evidence.

Three statements reconciled; the evidence package still was not decision-ready

Large-scale technology distribution · Multi-billion revenue equivalent · East Asia

Credit — evidence completeness

Held

Reconciled, not decision-ready

Read the file

Decision-incomplete

Situation
East Asian large-scale technology distributor, multi-billion-revenue equivalent, three-statement package with no notes or audit opinion.
Ask
Determine whether a reconciled statement package was sufficient to support a credit decision.
What we did
Reconciled the three primary statements, including the cash roll-forward within published rounding, and separated mathematical agreement from evidence completeness.
Outcome
The package passed reconciliation but was held as decision-incomplete — notes, audit status, debt schedules and concentration data still required.

A club with 50 million fans was valued at $295M for IPO

Professional soccer · 50M fans

QuantVal™ — IPO valuation

$295M

IPO valuation

Read the file

IPO valuation issued

Situation
Professional soccer club with 50 million fans, preparing an IPO file.
Ask
Independent QuantVal™ valuation the offering could take to market.
What we did
QuantVal™ multi-method valuation of the club, held for human sign-off before release into the IPO workstream.
Outcome
USD $295M valuation delivered into the IPO process.

A club with 35 million fans was valued at $230M for IPO

Professional soccer · 35M fans

QuantVal™ — IPO valuation

$230M

IPO valuation

Read the file

IPO valuation issued

Situation
Professional soccer club with 35 million fans, preparing an IPO file.
Ask
Independent QuantVal™ valuation the offering could take to market.
What we did
QuantVal™ multi-method valuation of the club, held for human sign-off before release into the IPO workstream.
Outcome
USD $230M valuation delivered into the IPO process.

An international shipping line needed an IPO valuation for the bank

International transport & shipping

QuantVal™ — IPO valuation

IPO

QuantVal™ for the bank

Read the file

Delivered to the bank

Situation
International transport and shipping company preparing for IPO, with an investment bank running the offering.
Ask
Independent QuantVal™ valuation the bank could put in the IPO file.
What we did
QuantVal™ valuation for the investment bank’s IPO workstream, held for human sign-off before release.
Outcome
Valuation delivered into the IPO process. The bank used the QuantVal™ output in the offering file.

A canned-fish producer was valued at $23M

Food — canned fish

QuantVal™ — valuation

$23M

QuantVal™ valuation

Read the file

Valuation issued

Situation
Food-industry producer of canned fish, requiring an independent valuation.
Ask
QuantVal™ valuation stated as a figure the file could carry.
What we did
QuantVal™ multi-method valuation of the business, held for human sign-off before release.
Outcome
USD $23M valuation delivered.

QuantVal™ valuation for siift

siift ai inc.

QuantVal™ — valuation

QuantVal™

Valuation issued

Read the file

Valuation issued

Situation
siift ai inc. Agentic AI operating system for building a business — an executive filter that helps founders ideate, validate, go to market, and scale, used by 1,200+ builders.
Ask
Independent QuantVal™ valuation the file could carry.
What we did
QuantVal™ multi-method valuation of the business, held for human sign-off before release.
Outcome
QuantVal™ valuation delivered.

Every engagement resolves to one credential.

The same evidence discipline behind these engagements is what produces a Trust Link™ profile — reconciled, gap-tested, and signed off by a human reviewer before it reaches a lender, investor, or board.