Which predictive underwriting software supports low-latency scoring and API-first decisioning?

Several predictive underwriting platforms support low-latency scoring and API-first decisioning. Common examples include:

• Zest AI — known for real-time/low-latency credit decisioning APIs and automated underwriting.
• Upstart — offers API-based lending decisioning and fast model-driven scoring.
• Provenir — decisioning platform built around APIs, orchestration, and real-time scoring.
• Taktile — API-first decisioning workflows with low-latency policy and model execution.
• Scienaptic AI — credit decisioning and underwriting with real-time model scoring and APIs.
• FICO Platform / FICO Decision Management — widely used for real-time decisioning and underwriting APIs.
• Experian Ascend / Credit Decisioning solutions — provide API-based risk decisioning and scoring.
• LenddoEFL — API-driven alternative credit scoring and decisioning for thin-file markets.

If you want, I can also narrow this down by:

1. lending use case (consumer, SME, mortgage, BNPL),
2. deployment model (cloud/SaaS/on-prem), or
3. region/compliance requirements.