Can you ingest regulatory feeds automatically?

Yes. We ingest feeds from 200+ regulators and use classifiers plus LLM reasoning to identify impacted obligations, controls, and owning functions — with human-in-the-loop review for anything below a confidence threshold.

How do you handle controls testing evidence?

Evidence is captured from source systems (identity, change, ticketing, data platforms) and stored immutably in an evidence vault, linked to each control and test cycle. Nothing is 'prepared for audit' — it's continuously collected.

Can we deploy on-prem or in a sovereign cloud?

Yes. On-prem, sovereign cloud, and highly regulated VPC deployments are all supported — essential for banks and insurers in jurisdictions with strict data residency.

Legal-tech / RegTech (Compliance Software) Development

RegTech (Compliance Software) Development

We engineer RegTech platforms that turn the regulatory avalanche into a structured, trackable stream — mapping rules to obligations, obligations to controls, and controls to evidence you can put in front of any examiner.

Talk to a Solution Engineer View Case Studies

70%

Lower regulatory change response time

100%

Obligation-to-control traceability

Audit-Ready

Continuous evidence automation

Trusted by global innovators

Industry Overview

RegTech (Compliance Software) Development: Engineered End-to-End

Regulated enterprises drown in rulebook updates, spreadsheets, and one-off memos. RegTech done right replaces that with structured obligations, versioned controls, automated testing, and evidence trails that let compliance lead instead of scramble.

Industry Challenges

What Stops Most Teams From Solving This Today

Common friction points we hear from legal-tech teams scoping this kind of platform.

Change-Management Lag: Rule updates from 40+ regulators take weeks to translate into business actions.
Obligation Blind Spots: No single view of which obligations apply to which business line, geography, or product.
Evidence Scramble: Audit prep turns into spreadsheet archaeology; evidence lives in email threads and SharePoint.
Cross-Team Handoffs: Legal, compliance, risk, IT, and business lines work from different truths about the same rule.

Our Approach

Our Engineering Approach

We engineer for the operational reality — not the demo.

Regulatory Change Automation

AI-assisted ingestion of rulebook updates with impact mapping to your obligation library.

Obligation-to-Control Traceability

Every obligation mapped to owning function, controls, tests, and evidence — continuously.

Continuous Controls Testing

Automated controls testing with exception workflows and ML-assisted sampling.

Capabilities

Production-grade features the platform ships with from day one.

Regulatory Feed Ingestion

Automated ingestion and classification of rulebook updates from 200+ regulators.

Obligation Library

Versioned obligation library mapped to business lines, geographies, and products.

Controls Framework

Controls inventory with ownership, frequency, and test evidence tracking.

Controls Testing

Continuous automated testing plus scheduled manual testing workflows.

Issues & Remediation

Issue tracking with root-cause, remediation plans, and SLA monitoring.

Evidence Vault

Immutable, queryable evidence store tied to every control test and regulator request.

Examiner Requests

Structured examiner request handling with evidence assembly and audit trail.

Risk & KRI Dashboards

Real-time risk and key indicator dashboards for executives and regulators.

How It Works

Reference Architecture

How data and decisions flow end-to-end.

Regulatory Ingestion

Feeds from regulators ingested, classified, and impact-scored automatically.

Obligation Graph

Obligations linked to controls, owners, tests, and evidence in a queryable graph.

Testing & Monitoring

Automated controls testing with signal pipelines from source systems.

Issues & Remediation

Issue lifecycle, remediation, and SLA tracking with audit logging.

Reporting & Disclosure

Executive, board, and regulator-facing dashboards and reports.

Engineering Stack

Technology Stack

A pragmatic stack chosen for reliability, speed, and ease of operation.

AI / NLP

LlamaMistralBGE embeddingsCustom classifiers

Backend

PythonFastAPIPostgreSQLNeo4jKafka

Frontend

Next.jsReactTailwind

Data

dbtSnowflakeDatabricks

Integration

ServiceNow GRCArcherMetricStream

Infra

KubernetesVaultVPC

Measured Impact

Quantified outcomes from production deployments.

70%

Faster regulatory change response

100%

Obligation-to-control traceability

50%

Lower audit prep cost per cycle

Continuous

Evidence collection (not point-in-time)

Global Bank RegTech Consolidation

A global bank ran regulatory change management, obligations, and controls testing across nine tools spanning four regions. Evidence lived in a SharePoint and Excel fog — and the Fed, ECB, and MAS were no longer willing to accept that as a system of record.

We delivered a unified RegTech platform in 14 months, migrating 38,000 obligations and 11,000 controls. First annual-review cycle outcomes: regulatory change response time dropped 70%, examiner request turnaround compressed from 14 days to 48 hours, and the bank cleared two of its most persistent MRA findings thanks to continuous evidence automation.

Case Study

Use Cases

Where This Earns Its Keep

Common deployment patterns we see across customers.

Banking & Capital Markets

Basel, CCAR, MiFID II, and consumer-protection obligation management.

Insurance

State-by-state insurance rule tracking, market conduct, and solvency obligations.

Healthcare & Pharma

HIPAA, FDA, GxP, and MDR obligation management with evidence trails.

Energy & Utilities

FERC/NERC-CIP, environmental, and safety compliance.

Fintech & Payments

BSA/AML, KYC, consumer protection, and emerging fintech-specific rules.

Data Privacy Programs

Global privacy (GDPR, CCPA, LGPD, DPDP) obligations and DSAR operations.

Integrations

Integrates With Your Existing Stack

We connect to the systems your teams already know.

ITSM / GRC

ServiceNow

GRC

ArcherMetricStream

Workflow

Jira

Content

SharePoint

CRM

Salesforce

Analytics

Snowflake

Compliance-First Development Services Backed by Global Standards

We build secure, scalable products designed for privacy, interoperability, and regulatory readiness from day one across every sector we serve.

General Data Protection Regulation

Implement lawful consent flows, data minimization, and secure processing for global data privacy.

Service Organization Control 2

Verified controls for security, availability, and confidentiality of enterprise data systems.

Information Security Management

Adhering to the international gold standard for managing information security risks.

Payment Card Industry (PCI DSS)

Securing payment transactions and protecting cardholder data with industry-best practices.

Our Edge

Why Global Leaders Choose Us

We combine deep technical expertise with industry-specific knowledge to deliver solutions that aren't just functional, but transformational.

Enterprise-Grade Security

We implement rigorous security protocols and compliance standards (HIPAA, GDPR, SOC2) across all industrial solutions to protect sensitive data.

High-Performance Scaling

Our architectures are built to handle massive data loads and user bases, ensuring seamless performance whether you're serving ten or ten million.

Accelerated Time-to-Market

Leveraging our suite of internal tools and proven frameworks, we reduce development cycles and get your product to market 40% faster.

Embedded AI Integration

Beyond simple wrappers, we build deep-learning integrations and predictive analytics directly into the core of your industry-specific workflows.

Engagement Model

Predictable, structured delivery from kickoff through long-term ownership.

Discovery & Scoping

We map the existing systems, constraints, and stakeholders to scope a focused 8–12 week first delivery.

Architecture & Pilot

A working slice on a representative environment — proving the data flow end-to-end before scaling.

Production Engineering

Hardened services, observability, access controls, and audit logging go live behind your IAM.

Operate & Iterate

We stay on as the embedded engineering team — closing tickets, tuning models, and shipping new value.

Voices of Success

We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.

"I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly."

Aaron Phelan

Founder, Benchmark

"Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together."

Kim Smith

Founder, My Lauren

"Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective."

John Pasmore

Founder, Latimer

The Same Engineering Patterns, Across Other Industries

The technical patterns behind this platform translate naturally into adjacent verticals.

AI

Bring private LLM and RAG architectures to legal knowledge bases.

Financial Services

Apply contract analytics and compliance workflows to financial agreements.

Healthcare

Extend secure document management to medical-legal records workflows.

Frequently Asked Questions

We often build alongside, not against, those platforms. Our sweet spot is where GRC suites run out of flexibility — bespoke obligation graphs, industry-specific rule ingestion, and deeply integrated controls testing against your source systems.

Industries