All stories
NewsJan 2026

Socratix AI Selected for Curql Accelerate Cohort 4

We’re excited to work directly with credit unions to build faster, more effective fraud operations.

4 min readSocratix editorial
Curql
Socratix AI

Listen

Credit union workflows

Learn

Operational realities

Build

Production-ready systems

Curql AccelerateCohort 4

Socratix AI is joining Curql Accelerate to listen closely, learn from the people doing the work, and build better systems for the institutions and members they serve.

The announcement

We're excited to share that Socratix AI has been selected for Cohort 4 of Curql Accelerate, a national fintech accelerator focused on solving real challenges for credit unions.

Curql represents a collective of more than 160 credit unions. For its fourth accelerator cohort, it selected five companies working across fraud prevention, compliance, lending infrastructure, AI governance, and international payments. You can read Curql's original cohort announcement for the complete program details.

160+

credit unions in the collective

5

companies selected

3

credit union field sessions

Built around real fraud operations

Credit-union fraud teams face the same growing complexity as the largest financial institutions, often without the same operational resources.

Investigators move between alerts, transaction histories, identity data, internal systems, and third-party tools before they can reach a decision. Much of that work is repetitive, but the judgment required is not.

Socratix AI gives these teams AI coworkers that gather evidence, investigate alerts, and document their reasoning. Routine cases move faster while analysts remain in control of consequential decisions.

Learning directly from the work

Curql Accelerate gives us the opportunity to work directly with credit-union leaders and operational teams. Rather than building around assumptions, we can study real workflows, understand where investigations slow down, and test Socratix AI against the requirements that matter in production.

  • Accuracy that holds up across real member activity
  • Transparent reasoning analysts can examine and challenge
  • Audit-ready evidence for every recommendation
  • Human control over policies and consequential decisions

The program includes structured sessions with Suncoast Credit Union, BankFund Credit Union, and Idaho Central Credit Union.

What comes next

We started Socratix AI because fraud teams deserve tools designed for the complexity of their work—not another system that adds more alerts, tabs, or manual review.

We're grateful to Curql and gener8tor for the opportunity, and excited to learn alongside the other companies in Cohort 4. Most importantly, we're looking forward to working with credit unions to build a better way to investigate fraud and protect their members.

Get started

Ready to see what Socratix can do?

Fraud is dynamic. You need systems that adapt, learn, and act in real time — our agents do more than automate workflows, they make intelligent decisions.