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Valantai
Future operating institution · Computational infrastructure

DIV/004 · Solutions · Risk

The Risk Engine

A continuous scoring instrument across internal and external risk factors. Identifies, ranks, and tracks the exposures most likely to disrupt a company before they do.

VLT · — · — · —·Issued —·— GMT

Most companies discover their operational risks at the point those risks become consequences. By then the cost is rarely the risk itself. It is the absence of warning.

The Risk Engine exists to close that gap. It is an operating instrument. Not a software product, not a dashboard, not a report. A company’s position is scored across twelve operational domains and tracked through the lifecycle of the company, not the lifecycle of the engagement.

Twelve is the smallest number of axes that captures the operational shape of a company across stage, sector, and structure; it is also the largest number that an operator can hold in working memory while making a decision. Every domain on the list has, at some point in the partners’ combined operating career, been the domain that determined an outcome.

The instrument is built and operated by Valantai. The intelligence accumulates inside the institution. Clients receive the output: ranked exposures, mitigation pathways, and the operational pressure that comes from continuous observation rather than periodic review.

Domain matrix

Four axes · twelve domains · weighted quarterly

Data infrastructure · Operational precision · Intelligence systems

Intake methodology

Three stages
Stage I

Intake

A structured thirteen-question diagnostic captures the company’s position across four operating axes: position, capital, customer, and governance. Each answer carries weighted exposure scores across the twelve domains. The intake takes twelve minutes.

Stage II

Scoring

Domain scores are computed and ranked. The five exposures most likely to determine the company’s next twelve months are surfaced with severity bands: High, Elevated, Moderate, Low. Scores are calibrated against companies at the same stage, sector, and capital position.

Stage III

Routing

Each surfaced exposure routes directly into the Valantai practice best positioned to address it. Capital exposure routes to Capital. Technology dependency routes to Technology. Legal structure gaps route to Counsel. The instrument is the first conversation, not the last.

Company lifecycle

Idea to exit

Output structure

The output is a ranked exposure register. Each of the five surfaced exposures carries a domain reference, a severity band, a weighted score calibrated against sector peers, and a direct routing to the Valantai practice most equipped to address it.

The free diagnostic surfaces the top-five ranking and severity bands. The paid monitoring tier adds the full mitigation roadmap, sector benchmarking, and the standing dashboard. The enterprise tier adds the Investor Risk Report for due diligence processes.

In practice, the top three exposures account for roughly seventy per cent of the institutional attention given to a company. The instrument surfaces the combinations: pairs of domains that, scored together, indicate a different conversation than either domain alone would warrant.

Operating jurisdictions

Four territories

Investor and portfolio use

Pre-investment

A structured due diligence input surfacing exposures the company may not have disclosed or identified. The Risk Engine produces an independent view of operational risk alongside financial and legal diligence. Sector benchmarking positions the company’s exposure relative to its peer set.

Post-investment

A standing monitor for the portfolio. Exposure movement is tracked as the company’s profile evolves: new funding, new hires, new markets, new competitive entrants. The instrument updates; the portfolio manager receives a live view of where the risk sits.

Pre-exit

An investor-readiness instrument that packages the risk picture for acquirer diligence. Companies with a standing Risk Engine record can demonstrate operational transparency that compressed-timeline acquirers value. The instrument reduces diligence friction.

Capital routing

Sources to portfolio

Mitigation routing

Domain to practice

Each surfaced exposure routes to the Valantai practice with the operating depth to address it. The routing is not advisory. It is a warm introduction to a senior practitioner with direct experience of the domain in question.

D/01 Key personBuild · Operating model
D/02 Customer concentrationGrow · Revenue diversification
D/03 Capital & runwayCapital · Round preparation
D/04 TechnologyTechnology · Infrastructure audit
D/05 ComplianceCounsel · Regulatory mapping
D/06 IP & legalCounsel · Structure review
D/07 AI maturityTechnology · AI programme
D/08 Supply chainCommerce · Operational review
D/09 Market & competitiveWedge · Moat strategy
D/10 Talent & cultureBuild · Operating model
D/11 Financial controlsCapital · Governance
D/12 ESGESG · Readiness programme

The twelve domains

Continuous scoring
Ref.DomainSurfaces
D/01Key person
D/02Customer concentration
D/03Capital & runway
D/04Technology dependency
D/05Compliance & regulatory
D/06IP & legal structure
D/07AI maturity
D/08Supply chain
D/09Market & competitive
D/10Talent & culture
D/11Financial controls
D/12ESG & reputational

Practice notes

The calibration. Weights across the twelve domains are calibrated quarterly against the institution\u2019s active mandate register. Customer concentration has steadily increased over the past four quarters; Capital & runway has held its weight throughout. The calibration record is restricted to clients and capital partners.

On combinations. The instrument\u2019s most operationally useful outputs are domain combinations: pairs and triples that, scored together, surface a different conversation. Capital & runway scored with Customer concentration produces a different engagement than either domain alone.

On stage sensitivity. Domain weights adjust for company stage. A pre-revenue company should carry high Key person and Capital scores. that is not an indictment; it is the operational reality of being early. The instrument benchmarks against peers at the same stage.

Diagnostic Intake

0 / 13 answered
Filed under VLT/RISK

The intake captures the company's position across four operating axes. Choose the closest descriptor in each case; the instrument is not asking for precision.

Section A

Operating position

Where the company is, what it is doing, and at what scale.

Q/01What stage best describes the company today?

Choose the closest descriptor.

Q/02Approximate headcount band?
Q/03Primary operating jurisdiction?
Section B

Capital position

Funding, runway, and the structural integrity of the cap table.

Q/04Current funding status?
Q/05Operating runway at current burn?

Months of cash before profitability or next capital event.

Q/06Are founder equity arrangements formalised?
Section C

Customer & market

Revenue base, concentration, and competitive surface.

Q/07Approximate customer count?
Q/08Top customer as share of revenue?
Q/09Competitive intensity of the market?
Section D

Operations & governance

Founder structure, reporting cadence, IP, and jurisdiction.

Q/10Number of active founders?
Q/11Financial reporting cadence?
Q/12Intellectual property protection?
Q/13Operating jurisdictions beyond the primary?

All thirteen required. No contact is made without your introduction.

Initiate Discovery.

Every Valantai relationship begins with Discovery. Not a pitch. Not a proposal. A mandate.

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