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zechim

For fintechs and financial

AI with the rigor regulation demands.

Financial services can't play loose with data. We deploy on-premise, sovereign models, full auditability, LGPD/GDPR by default. Same engineering everyone else ships, with the discipline that regulators or client audits require.

Pains we hear

Recognize any of these?

  • AI forbidden outside your own cloud

    Internal policy: client data doesn't leave our infra. Every SaaS AI tool is off-limits. You need someone who deploys models inside your VPC, with access auditing, no external dependency.

  • Support that scales badly

    Support team growing proportionally to customer base. Same recurring questions (balance, statements, operation status) consuming senior hours. Current bot says 'out of scope' more than it helps.

  • Spreadsheet-driven analysis

    Risk, compliance, sales - each with a spreadsheet. Manual reconciliation across systems (core banking, BPO, ERP). When someone asks about P&L for operation X, it takes days.

Use cases

Where AI + data moves the needle in financial.

With governance. Always.

  • Audited conversational support

    Agent answers operational questions (balance, statements, billing status, second copy) with human handoff in sensitive cases. Every turn logged for audit. PII masked in logs.

  • Conversational fraud diagnostics

    Operation triggered a risk alert? Agent talks to the customer, asks for documentary proof, validates against external sources (credit bureaus, government), releases or escalates. Reduces analyst queue and speeds up legitimate operations.

  • Internal analysis in natural language

    Risk, compliance, sales ask in English: 'which portfolio has the highest delinquency in southern SMEs', 'which manager closed the most operations this quarter'. Agent queries the data warehouse. Answer in seconds, not days.

  • Regulatory report generation

    Agent fills in textual sections of reports for regulators or accounting from structured data. Human reviews and signs. Cuts report time from days to hours while keeping human accountability.

Let's talk

Want to see what this looks like in your operation?

30 minutes to understand your regulatory and stack situation. No commitment, NDA available if needed.

Book a call