Independent durability reads · Built from open-web evidence

Know which revenue survives AI pressure.

Velxa reads a company from the outside in and shows whether its revenue holds up as AI changes the market. Evidence in, a brief your team can review out. Built for credit, deal, and strategy teams, with human review in control.

Open-web evidence only. Not investment advice. Not a credit rating. Built for human review.

VLX-DB-26-0148Illustrative desk view. Not a verdict.
From evidence to review brief Collecting signal
Vertical SaaSworkflow software MIXED
Tech-enabled servicesoutsourced ops EXPOSED
Data & analyticsplatform DURABLE
Signal captured MIXED / WATCH
Vertical SaaS SAMPLE
AI exposure · Elevated
Evidence · pricing page · product launch · hiring pattern
What changedAn AI-native competitor launched into the same workflow.
Why it mattersSeat expansion and renewal assumptions may come under pressure.
Suggested reviewReview renewal-cohort retention in exposed segments.
Verdicts: Durable · Mixed · Exposed. Gold marks the flagged state only. Positions shown are an illustrative category frame, not scored names.
The wedge

Sweep a portfolio for AI durability risk.

Turn a list of borrowers, vendors, or targets into a tiered read of which names look durable, mixed, exposed, or newly changing.

AInput
Paste 25 to 75 company names, vendors, or targets.
Send a book of names
BTiered read
Why flaggedDelivery-heavy revenue overlaps with work that is becoming automatable.
Evidencepricing page · delivery hiring · competitor launch
Review actionReview delivery-margin exposure and renewal assumptions.
Output typeBorrower Durability Brief + watch item.
Why flaggedAn AI-native competitor is targeting the same workflow.
Evidenceproduct launch · pricing page · hiring pattern
Review actionReview workflow stickiness and seat-expansion assumptions.
Output typeBorrower Durability Brief.
Why flaggedFeature parity is compressing pricing power in the segment.
Evidencefeature parity · review cluster · pricing test
Review actionReview pricing durability against close substitutes.
Output typePortfolio watch item.
Why durableProprietary data and retention language stay intact for now.
Evidenceproprietary data · retention language · roadmap
Review actionConfirm the data position holds under pressure.
Output typeMonitored on cadence.
Why durableDeep integration and usage depth resist substitution.
Evidenceusage signal · integration depth · release cadence
Review actionSurface any shift in usage or integration depth.
Output typeMonitored on cadence.
Illustrative category frame. Not scored names. Tiers: Durable · Mixed · Exposed.
CNew signal detected
Pricing page changed on an exposed position.SIG · 0m
AI-native competitor launched in the same segment.SIG · 2m
Feature parity closed on a mixed position.SIG · 6m
Customer review cluster changed on retention.SIG · 9m
Usage and integration signal held steady.SIG · 14m
Position statusMonitoring
Sample briefs

The brief your desk actually gets.

Five real names, read the same way. What changed, why it matters, and the one thing to watch, built from open-web evidence and sharpened for review.

Real public names · tagged sample
Durability & Deal Brief VLX-DB-26-0148 SAMPLE

Fox Corporation / Roku, Inc.

DURABLE / WATCH What did the market miss in the deal structure?
01The Read

Fox pays for Roku in cash and stock; the printed premium is partly notional.

02Deal Structure

Real consideration drifts below the headline once the stock leg reprices.

03Durability Profile

Roku's platform and account base read durable; hardware margin stays thin.

04Backdoor Findings

The public record shows ad-pricing pressure the headline multiple glosses over.

05Operating Signal

Active accounts and streaming hours hold; monetization per hour is the swing factor.

06Competitive Exposure

Connected-TV ad share is contested by larger platforms with their own inventory.

07Acquirer's Position

Fox gains distribution and data, and inherits Roku's monetization problem.

08Watch List

Ad pricing, account growth, and how the stock leg settles into close.

09Method

Filings, product and pricing pages, and the public deal terms. Human review in control.

Open-web evidence · Human review in control 01 / 09

Illustrative samples on real public companies. Open-web evidence only. Not investment advice. Not a credit rating.

Built for desks

One durability engine, framed for your desk.

Pick a desk. See the question it asks, the evidence Velxa reads, and the brief it hands back.

What this desk sees
Can this borrower hold up through the life of the loan?
What they seeWhether the core revenue line survives AI, pricing, and dependency pressure.
EvidencePricing pages, hiring changes, competitor launches, filings.
Velxa gives youA borrower brief for the review file.
FAQ

Questions, answered plainly.

What Velxa is, what it is not, and what a brief actually contains.

Velxa builds an outside-in durability brief on a company from open-web evidence. It reads whether AI, automation, pricing, and dependency risk could pressure the revenue of a borrower, target, vendor, or a whole portfolio, so a team can review the exposure before it reaches the numbers.

No. Velxa is not investment advice, not a credit rating, and not a recommendation to buy, sell, hold, lend to, or price anything. It surfaces evidence and context. The judgment stays with your team.

A borrower, an acquisition target, a vendor, a public company, a private software business, or a portfolio and watchlist of names. If it leaves a footprint on the open web, Velxa can read it.

What changed and why it matters, the evidence reviewed, an exposure map across the revenue line, watch items to track, the caveats, and the questions a team may want to raise in review.

Search returns links. A chatbot returns a generic answer. Velxa structures open-web evidence into a consistent durability brief and holds the frame on what matters: revenue, workflow, AI exposure, and dependency risk. Every read follows the same structure, so two names are comparable.

Private credit teams, BDCs, commercial lenders, acquirers and deal teams, operators, and strategy teams. Anyone who has to form a view on whether a company's revenue holds up as AI changes the market.

Yes. A Portfolio Sweep turns a list of names into a tiered view of which look durable, mixed, exposed, or newly changing, then keeps watching and flags the ones that move. It is built to run on a review cadence.

Open-web evidence·Human review·Not investment advice·Not a credit rating

Know what survives before the numbers say it.

Put a borrower, target, or book of names on the desk.

Independent durability reads built from open-web evidence. Not investment advice, not a credit rating, and not a recommendation to buy, sell, hold, lend to, or price any security, loan, or transaction.