Now scoping AI engagements for fintech and compliance-pressured B2B SaaS

AI that actually makes it to production.

You need production AI, not another strategy deck. I currently lead AI rollout inside a regulated fintech — under SOC 2, PCI, and audit pressure. I'll embed with your team and put a real workflow into production in 4–8 weeks, with the architecture documented for the auditor in advance.

01
Discovery
30-min call to find where AI fits — or whether to fix something else first.
02
Build
4–8 weeks, embedded with your team.
03
Handoff
You own the system, with audit trail and runbook.
Start here — free

What I'd ship for you. And whether you're ready.

Three sample workflows we could put into production in 4–8 weeks, plus a 10-question readiness check that scores where to start — and where not to.

Sample workflows

Concrete examples of what we could ship in 4–8 weeks. Each is built with full audit logging and explainability — designed to pass review, not just demo.

Fintech · 4 wks
Vendor security review automation
Automate the routine 70% of vendor security questionnaire processing. Flagged items routed to your team. Audit-grade trail on every decision, ready for the next SOC 2 review.
B2B SaaS / Fintech · 4–6 wks
Customer security questionnaire responses
Your sales engineers lose days per deal answering customer security questionnaires (SIG, CAIQ, custom forms). AI drafts responses from your existing security knowledge base, flags genuinely novel questions for human review, keeps a full audit log. Deals unblock faster.
B2B SaaS · 6 wks
Tier-1 customer support with full audit log
Handles compliance-sensitive customer queries autonomously. Every output reviewable, every decision explainable. Hands off cleanly to a human on edge cases.
Fintech · 6 wks
KYC / KYB document processor
Structured extraction from onboarding documents with explainability and confidence scoring. Anomalies routed to compliance for human review, never auto-approved.

These are starting templates, not fixed scopes. Your first engagement is built around your actual workflow, not ours. Take the readiness check →

AI Readiness Assessment

10 questions. Scored 1–100. You'll get a personalized report on where to start — and where not to.

Three quick context questions, then 10 scored ones. The context shapes your report.

0
Calculating your readiness…
Reading your answers…
Early access

Don't wait weeks to start.

The AI Agent Implementation Playbook is the exact deployment methodology I'm using right now to ship AI inside a regulated fintech — the architecture, vendor selection criteria, evaluation rubrics, and rollout sequence. Written for operators, not engineers.

It's not public yet. Tell me a little about your business and I'll send it to you the moment it's ready — along with a note tailored to where you are.

Request early access Or talk first →
Early access list

Request the playbook

A few quick questions. I read every submission, and I'll send the playbook the moment it's ready — plus a short, tailored note based on what you tell me.

About

Enterprise rigor. Mid-market speed.

Chaminda Delpagodage
CISO & AI Enablement Lead

I run AI enablement at a fintech payments company — where "make it work" also means SOC 2, PCI, auditable logs, and regulators who want to understand every decision an agent makes. That's where I learned what separates an AI project that gets demoed from one that actually makes it to production.

Previous experience: 20+ years building IT and cloud infrastructure at PayPal, including building systems engineering and cybersecurity teams from scratch. I help $20M–$200M B2B companies — fintech and compliance-pressured SaaS — ship production AI without retraining their compliance team or rewriting their audit playbook. Same rigor I use inside my own company, scoped to your stage.

Experience
20+ yrs tech leadership
Current role
VP TechOps & CISO, fintech
Previously
PayPal
Focus
Production AI under audit
Free 30-minute consultation

Ship your first production AI workflow in 4–8 weeks.

We'll map one specific workflow, scope a build, and tell you honestly whether AI is the right tool here — or what to fix first. Built to pass audit, not just demo.

$25K–$50K
Typical project engagement
4–8 weeks
Discovery to production
Project or retainer
Whatever fits your stage
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