← Industries

Payments and financial services

Processors, payment-technology vendors, fintechs and financial-software companies running material workloads on AWS.

Start with payments data & AI readiness Book a scoping call

Common problems

Reconciliation

Exceptions eat analyst time

Late or inconsistent settlement data turns reconciliation into a daily manual exercise and delays reporting.

Data

Transaction data in too many places

Processing, ledger, risk and support systems disagree, so analytics and AI start from untrusted data.

Resilience

Bank partners ask harder questions

Recovery objectives, failover evidence and change control are now part of every partner review.

Supplier risk

Third-party risk reviews

Banking partners pass supervisory expectations down to you, and to every supplier you use.

Fraud, risk and service AI under scrutiny

Use cases need evaluation, explainability, access control and a human on high-risk decisions.

Cost

Cost per transaction drifts upward

AWS spend grows with volume, but not always in proportion, and nobody owns the unit economics.

How the platform fits together

Most of our payments work follows the same pattern: reliable ingestion, a governed lakehouse, analytics people trust, and AI that suggests while people decide.

Illustrative reference architecture

Example: reducing reconciliation exceptions

1
Data & AI Readiness Assessment (3–4 weeks)
Define exceptions, owners and success metrics; trace settlement data; readiness scorecard.
2
Modernization Sprint (6–8 weeks)
Incremental reconciliation pipeline with tests; reporting available hours earlier.
3
AI Production Readiness (3–4 weeks)
Assistant that explains each exception from approved procedures. It drafts; analysts decide.
4
Your team owns it
Runbooks, evaluation suite, cost view and a backlog your engineers can run.

Supplier readiness

Built for your vendor review

Company documentation, security and data-handling responses, and contract terms prepared for financial-services procurement.

Access

Least privilege by default

Read-only first, named people, scoped roles, production changes only through your approvals.

Focus

Right-sized

We do not bid on Tier-1 bank transformations. We serve companies where senior attention changes the outcome.

Try the exceptions assistant

Pick an exception. The assistant checks the records and the procedure, explains the likely cause and proposes a next step. Only an analyst can accept it, and posting to the ledger is not one of its tools.

Simulated demo with illustrative data. No real systems, procedures or customers.