#RegTech

Articles about RegTech — exploring patterns, best practices, and real-world implementations in production systems.

8 posts tagged with regtech. ← All posts

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Pratik Dhanave · ·7 min read

Building a Compliance Platform

The individual controls — KYC, AML, screening, audit, privacy, reporting — aren't separate products; they're facets of one system that shares data, decisions, and evidence. Building a compliance platform means engineering them as a coherent whole, with the auditability, explainability, and testability that turn a pile of checks into a defensible program. This is where the series comes together.

The individual controls — KYC, AML, screening, audit, privacy, reporting — aren't separate products; they're facets of one system sharing data, decisions, and evidence. Building a compliance platform means engineering them as a coherent, auditable, testable whole.

#RegTech#Compliance#Software Architecture#Fintech#Governance#Financial Systems
Pratik Dhanave · ·5 min read

Regulatory Reporting

Every compliance control eventually produces something you must tell a regulator: a suspicious activity report, a transaction report, a periodic filing. Regulatory reporting is where your internal compliance data becomes an external, deadline-bound, precisely-formatted obligation — and it's an unglamorous data-engineering problem where accuracy and timeliness are legal requirements, not quality goals.

Every compliance control eventually produces something you must tell a regulator: a suspicious activity report, a transaction report, a periodic filing. Reporting is where internal compliance data becomes an external, deadline-bound obligation where accuracy and timeliness are legal requirements.

#RegTech#Compliance#Fintech#Data Engineering#Governance#Financial Systems
Pratik Dhanave · ·7 min read

Data Privacy and Protection

Compliance requires you to collect and keep a great deal of personal data; privacy law requires you to protect it, limit it, and sometimes delete it. Data privacy is the compliance domain that governs the data all the other controls depend on — and it turns "how you handle personal information" from a courtesy into a set of enforceable engineering obligations.

Compliance requires you to collect and keep a great deal of personal data; privacy law requires you to protect it, limit it, and sometimes delete it. Data privacy governs the data all the other controls depend on — turning data handling into enforceable engineering obligations.

#RegTech#Compliance#Privacy#Backend Engineering#Fintech#Governance
Pratik Dhanave · ·7 min read

Audit Trails and Immutability

Compliance ultimately comes down to one demand: prove it. Prove you verified the customer, prove you screened the transaction, prove you investigated the alert. The audit trail is how you prove it — an immutable, complete record of what happened and why — and it's the quiet backbone that makes every other compliance control defensible.

Compliance ultimately comes down to one demand: prove it. Prove you verified the customer, screened the transaction, investigated the alert. The audit trail is how you prove it — an immutable, complete record — the backbone that makes every other control defensible.

#RegTech#Compliance#Backend Engineering#Fintech#Governance#Financial Systems
Pratik Dhanave · ·7 min read

Sanctions and Watchlist Screening

Sanctions screening looks simple — check if a name is on a list — and is genuinely hard, because names are messy, lists are fuzzy, and the penalty for a miss is among the most severe in all of compliance. It's a string-matching problem with strict-liability stakes, which is exactly what makes the false-positive-versus-false-negative balance so unforgiving.

Sanctions screening looks simple — check if a name is on a list — and is genuinely hard, because names are messy, matching is fuzzy, and the penalty for a miss is among the most severe in compliance: a string-matching problem with strict-liability stakes.

#RegTech#Compliance#Fintech#Security#Governance#Financial Systems
Pratik Dhanave · ·6 min read

AML and Transaction Monitoring

Knowing your customer is the front door; watching what they do is the rest of the house. AML transaction monitoring is the always-on system that scans activity for signs of money laundering — and it's a fascinating engineering problem precisely because the signal is rare, the cost of missing it is severe, and the cost of over-flagging drowns your investigators.

Knowing your customer is the front door; watching what they do is the rest of the house. AML transaction monitoring scans activity for signs of money laundering — a fascinating problem because the signal is rare, misses are severe, and over-flagging drowns investigators.

#RegTech#Compliance#Fintech#Machine Learning#Governance#Financial Systems
Pratik Dhanave · ·6 min read

KYC and Identity Verification

Before you can serve a customer in a regulated business, you have to answer a deceptively hard question: are they really who they claim to be? KYC turns that question into an engineering pipeline — collect, verify, screen, risk-assess — and getting it right means balancing legal rigor against an onboarding experience that doesn't drive legitimate customers away.

Before you can serve a customer in a regulated business, you have to answer a deceptively hard question: are they really who they claim to be? KYC turns that into a pipeline — collect, verify, screen, risk-assess — balancing legal rigor against onboarding friction.

#RegTech#Compliance#Fintech#Identity#Governance#Financial Systems
Pratik Dhanave · ·6 min read

Compliance as Software

In a regulated business, compliance is not paperwork bolted onto the product — it's a set of hard requirements woven through the code, and treating it as an engineering discipline rather than a legal afterthought is what separates companies that scale safely from ones that get shut down. RegTech is the practice of building compliance in, as software.

In a regulated business, compliance is not paperwork bolted onto the product — it's hard requirements woven through the code, and treating it as an engineering discipline rather than a legal afterthought separates companies that scale safely from ones that get shut down.

#RegTech#Compliance#Fintech#Backend Engineering#Governance#Financial Systems

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.