Credit Decisioning & Underwriting
E

Evatech

Independent risk technology firm operating since 2010, whose central product ECOLO scores the credit risk of small and medium businesses from real operational business metrics rather than from financial statements. The company states it uses proprietary machine learning models to quantify tangible business metrics and derive the true revenue and profit of a business, and positions the result as approving small business loans in seconds with no financials required. It describes itself as having spent its first six years exclusively on market analysis, product development and building the underlying competencies before selling.

A second line, YMIX, is a consulting engagement rather than software: mathematical and logical reengineering of the calculations behind retail banking products, aimed at finding operational leakage so a bank earns marginally more per transaction. A third strand is published analytics, including a Small and Medium Enterprise Pulse index tracking the development of that segment across national economies, and research on the shadow economy. A borrower facing lending platform under the ECOLOplace name is described as in development.

Named clients on its own site are predominantly banks across Central and Eastern Europe and Central Asia, including Intesa, OTP Bank, Societe Generale, UniCredit, Jusan, Hamkor and Fast Bank. Aggregate figures published are more than 100 percent return on investment per project, under 1 percent non performing loans on unsecured small business lending, more than 50 projects worldwide and $830 million of additional income for customers, none of them attached to a named institution. Appears on the Chartis Credit Lending Operations 2026 roster and the Chartis Credit Risk Management 2025 roster.

Last VerifiedAugust 20, 2026
Compare Evatech with other vendors
Founded
2010
Headquarters
Not disclosed
Categories
credit-decisioning, lending-and-banking-operations
Assessment

Capability Axes

Capability grades

15 of 15 axes rated · 3 graded A or B

AI Capability
AI Centrality
AA on AI CentralityThe artificial intelligence is the product. Remove the models and there is nothing left to sell.
Vendor Published

Revenue and profit for a small business are inferred from operational metrics by proprietary models instead of read from its financial statements, so without the models the software has nothing to work on.

Autonomy and Oversight Model
CC on Autonomy and Oversight ModelAutonomy is claimed and oversight is asserted without a mechanism, or full automation is presented as the entire disclosure. Human in the loop appears as a phrase rather than a described control.
Vendor Published

Loans approved in seconds with no financials is the headline promise, and nothing says whether a credit officer sees the result or whether an automated decline ever reaches a person.

Model Risk Management and Transparency
CC on Model Risk Management and TransparencyTransparency is claimed in general terms with no mechanism a model validator could interrogate.
Vendor Published

Under 1 percent non performing loans on unsecured small business lending is the right kind of figure, but it comes with no institution, portfolio size or observation period, and no validation or backtesting is published.

Operational and Outcome Evidence
BB on Operational and Outcome EvidenceVendor aggregate claims with real figures, or audited scale disclosures from a publicly listed company.
Vendor Published

Eight banks appear as clients, three large European groups among them, and aggregate figures such as $830 million of added client income sit beside them with no bank attached to any figure.

AI Safety and Data Stewardship
CC on AI Safety and Data StewardshipGeneral assurances that do not answer the question this axis asks, which is whether one customer’s data trains models serving its competitors. Unbounded cross client learning stated with no boundary grades here too.
Vendor Published

The method learns how business activity relates to real turnover across many borrowers, and whether one bank's loan outcomes improve the model another bank buys is neither claimed nor denied.

Regulatory and Compliance
GLBA and Data Privacy Posture
CC on GLBA and Data Privacy PostureA standard privacy policy that covers the website rather than the service, or silence on a product that touches limited consumer data.
Vendor Published

A profile of a small firm's real turnover, built without the firm submitting it, is sensitive, and nothing says where the underlying data comes from, how long it's kept or whether the business learns it was scored.

Security Certifications and Trust Center
CC on Security Certifications and Trust CenterA single footer line, or certifications asserted without being enumerated, which is weaker than naming them because it invites an assumption a buyer cannot check.
Vendor Published

Security goes entirely unaddressed on the site, with no certification, trust portal or account of encryption.

Regulatory Status and Licensure
CC on Regulatory Status and LicensureThe regulatory position is unstated. Most vendors in this index are technology suppliers and being unlicensed is the correct posture, so this grade records silence about the posture, not a missing license.
Vendor Published

As a software supplier to licensed lenders, Evatech claims no license, though a borrower facing lending platform is described as in development.

AI Governance and Bias Disclosure
CC on AI Governance and Bias DisclosureResponsible artificial intelligence committed to in policy language with no evaluation behind it, on a product whose bias surface is modest.
Vendor Published

Estimating revenue from operational proxies, in markets where the vendor's own research points to a large shadow economy, invites proxy discrimination by sector, location or informality, and the site shows no fairness testing.

AI Liability and Recourse
CC on AI Liability and RecourseMechanisms that enable challenge, such as audit trails and source traceability, with nothing standing behind the output and no route for the person affected.
Vendor Published

A business declined on a revenue estimate it never supplied can't see the figure or correct the inputs behind it, and since no financial statements are needed, offering its own accounts isn't part of the process.

Integration and Deployment
Model Supply Chain Disclosure
CC on Model Supply Chain DisclosureThe architecture is described and no provider is named.
Vendor Published

Proprietary machine learning is the only description, with no data provider, cloud host or partner named at any point.

Core Systems and Integration Depth
CC on Core Systems and Integration DepthIntegration claimed through standards or connectors with no system named and nothing to verify.
Vendor Published

Neither end of the integration is described: how operational metrics get in, or how a decision returns to an origination system.

Deployment Model and Data Residency
CC on Deployment Model and Data ResidencyCloud only with nothing stated, which is the category norm.
Vendor Published

Hosting, residency and even a company address are missing from the site, so a bank can't tell which jurisdiction would process its borrower data.

Commercial
Commercial Transparency
CC on Commercial TransparencyNo price is published and engagement runs through a demo form, which is the norm in this index.
Vendor Published

Every route leads to a demo request or contact form, and the one commercial claim, a return above 100 percent per project, describes value rather than cost.

Institution and Segment Coverage
BB on Institution and Segment CoverageNamed segments with dedicated material behind part of the coverage.
Vendor Published

Clients range from UniCredit and OTP Bank to regional lenders across Central and Eastern Europe and Central Asia, but the product is a single scoring tool for small business lending.

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The index publishes no overall score or ranking. See what we assess and the methodology.

Commercial

Pricing

Vendor-published figures are labeled as such. Figures labeled “Estimated” are derived from third-party sources and have not been confirmed by the vendor.

No pricing data has been verified for this vendor. Pricing information will be published here once confirmed through vendor disclosure or third-party estimation.

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AI FinTech Index

The AI FinTech Index is an independent index that tracks changes to AI vendors in financial services. It holds 610 vendors across banking, lending, insurance, wealth, capital markets and financial crime compliance, each graded on the same 15 capability axes from public sources. No vendor pays for inclusion, placement, or rating.

Index Status
Last index update
October 20, 2026
The AI FinTech Index is an editorial reference, not a regulatory body. Vendor data is verified against published sources and public regulatory filings. Figures labeled “Estimated” have not been confirmed by the vendor. See the Methodology page for evaluation standards and limitations.
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