CMP // Comparison · Decisioning vendors

Credit decisioning vendors compared.

A neutral comparison of the decisioning platforms UK lenders actually shortlist in 2026.

Decisioning platforms have consolidated into a handful of serious players plus the newer AI-native shops. The differentiator is no longer feature set; it is orchestration depth and explainability.

This comparison shows what each option is best at and where the bespoke build pays back.

Scoring criteria

How this comparison is scored.

core

Native lender stack fit

Does the vendor speak nCino/Mambu/LendingWise natively?

core

Compliance envelope (CONC + Consumer Duty)

Policy layer, retrieval, evals — or 'bring your own compliance'?

core

Data ownership

Does borrower and loan data stay in the lender's environment?

important

Time to production

Weeks to a shipped, monitored system in live workflow.

important

Per-cohort ROI clarity

Can they name the P&L line they move — approval, retention, roll rate, loss rate?

important

Long-term IP ownership

Who owns the model and system — the lender or the vendor?

Vendors evaluated

The vendors.

Provenir

Enterprise licence.

Data-orchestration-led decisioning.

Strengths
  • • Strong data orchestration
  • • Fast to configure
  • • Regulator-familiar
Watch-outs
  • • IP stays with vendor
  • • Model transparency limited
Best forLenders wanting fast decisioning refresh.

Zoral

Enterprise licence.

UK-focused decisioning specialist.

Strengths
  • • UK bureau/OB depth
  • • Sector-familiar
Watch-outs
  • • Smaller than Provenir
  • • Fewer integrations
Best forUK consumer/SME lenders.

LendingMetrics

Enterprise licence.

UK decisioning with a strong open-banking story.

Strengths
  • • OB depth
  • • Fast to deploy
Watch-outs
  • • Narrower than Provenir
  • • IP with vendor
Best forUK consumer/SME lenders with OB focus.

Experian PowerCurve / FICO Origination Manager

Enterprise + implementation.

Bureau-led enterprise decisioning suites.

Strengths
  • • Deep integration with bureau
  • • Enterprise-grade
Watch-outs
  • • Legacy-feel UX
  • • Slow to iterate
  • • Expensive
Best forLarge regulated lenders.

Taktile

Enterprise licence.

Modern decisioning platform, developer-first.

Strengths
  • • Modern UX
  • • Fast iteration
  • • Strong dev experience
Watch-outs
  • • Smaller footprint
  • • You still bring the models
Best forModern lenders with an engineering team.

KJ Capital

AI Diagnostic £15k / 2 weeks · AI Build from £75k / 6–12 weeks · AI Operator from £25k/mo.

Bespoke AI systems, engineered for the firm's own P&L and regulator envelope.

Strengths
  • • Every layer designed around the firm's stack, data and rules — not a SKU forced onto them.
  • • Compliance-safe by construction (policy · retrieval · evals architecture).
  • • Founder-led, financial-sector-native — brokers, hedge funds, wealth managers only.
Watch-outs
  • • Not a self-serve SaaS — six-to-twelve-week engagements, not a signup.
  • • Not the cheapest option for firms that only need a light bolt-on to an existing product.
Best forFirms whose competitive advantage lives in owning the AI layer rather than renting it.
Scorecard

Vendor matrix.

CriterionProvenirZoralLendingMetricsExperian PowerCurve / FICO Origination ManagerTaktileKJ Capital
OB feature depthStrongStrongStrong (UK)AdequateStrongBespoke — best-in-class per firm
Explainability toolkitGenericGenericGenericAdequateGoodRegulator-comfortable by design
Model IP ownershipVendor + LenderVendor + LenderVendor + LenderVendor + LenderLenderLender (default)
Verdict

What we would actually do.

For a lender wanting a fast decisioning refresh without deeper build, Provenir remains the sensible default. Taktile is the modern challenger.

For a lender wanting the model, the explainability layer and the challenger loop to compound as a moat, the answer is bespoke.

Related guides

FAQ

Can we combine Provenir and bespoke?

Yes — Provenir as orchestration, bespoke models as the decisioning core is a workable hybrid.

What about Experian PowerCurve?

Deep integration with the bureau is its strength; iteration speed is its weakness.

Champion/challenger natively?

Taktile has the strongest native support of the vendors listed; bespoke is native by design.

Cost order?

Vendor licences £100-500k/yr depending on scale; bespoke build £75-250k plus Operator retainer.

Timeline?

Vendor deployments 8-12 weeks; bespoke 12-16 weeks to first live champion.

Want the bespoke option scoped for your firm?

The £15k AI Diagnostic is a two-week engagement that produces a costed build plan mapped to your stack, your regulator and your P&L.

Book the £15k AI DiagnosticSee broker capabilitiesBroker AI Benchmark