A Real-World Example That Speaks for Itself

From AI and automation to cloud governance and compliance, we help organizations implement forward-thinking technologies that make an impact.

Overhead view of a diverse group of business professionals in discussion, representing real-world examples of DataExos solutions.

Just Some of the Industries Where We Can Help

Explore how our solutions apply across sectors, from finance to healthcare to the public sector.

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Financial Services (focus area)

Accelerated time-to-reporting, automated audit trails, and AI-driven risk analytics.

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Healthcare (focus area)

Deployed secure AI tools for operational efficiency while meeting HIPAA and state-level data privacy laws.

Desktop - Elements Webflow Library - BRIX Templates

Legal, Risk & Compliance (focus area)

Automated document review, AI-assisted risk scoring, and defensible audit trails for high-stakes regulatory environments.

Desktop - Elements Webflow Library - BRIX Templates

Retail & eCommerce

Personalized recommendations, real-time inventory updates, and seamless system integrations for enhanced customer experiences.

Gear - Elements Webflow Library - BRIX Templates

Manufacturing & Supply Chain

Predictive demand forecasting, inventory visibility, and IoT data integration—all deployed in secure, scalable environments.

Reports - Elements Webflow Library - BRIX Templates

Public Sector

Improved constituent services and data transparency through cloud-first modernization and automated compliance frameworks.

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Energy & Utilities

Optimized asset monitoring, predictive maintenance, and data centralization across field operations and regulatory workflows.

Reports - Elements Webflow Library - BRIX Templates

Education & Research

Improved resource planning, secure student data management, and AI-powered content summarization tools for faculty and staff.

Chosen Industry: Financial services

Mini Case Study

Financial Services

Project Title: Automating Regulatory Workflows for Audit Readiness & Compliance Traceability
Client Type:
Mid-sized Investment Advisory Firm
Prepared By:
DataExos Project Team

Challenge:

A mid-sized financial institution faced mounting regulatory pressure and manually managed audit logs, slowing down compliance reporting.

Approach:
We implemented a cloud-native architecture with built-in retention, auto-tagging, and audit trail generation, aligned to SOC 2 and GDPR.

Outcome:
>
Cut compliance prep time by 50%
> 3x faster audit response
> Real-time internal controls monitoring

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REQUIREMENTS DOCUMENT

Client Type:
Mid-sized investment advisory firm (300+ employees, multi-state operations)

Project Goals:
> Automate internal audit documentation and regulatory reporting
> Improve data traceability and control alignment (SOC 2, SEC, FINRA)
> Reduce manual effort and error in compliance workflows
> Ensure complete audit trails for evidence-based accountability

Business Requirements:

ID
BR1

BR2

BR3

BR4

BR5

BR6

BR7

BR8
Requirement
Enable role-based dashboards for compliance staff

Automate audit evidence collection and storage

Allow version control for policies and documents

Enable real-time alerts on policy violations or anomalies

Provide visibility into audit history by date and control

Map internal workflows to external compliance standards

Ensure secure access, encryption, and data protection

Provide secure export of audit logs and reports
Priority
High

High

Medium

High

High

High

High

Medium

Technical Requirements:

ID
TR1

TR2

TR3

TR4

TR5

TR6
Requirement
Integration with cloud file system (e.g. SharePoint)

Data flow into Power BI or similar dashboarding tool

Centralized metadata tagging for traceability

Azure Functions or equivalent to automate checks

RBAC and audit logging via Azure AD

SOC 2-aligned architecture
Dependency/Notes
Supports document evidence capture

Enables analytics and reporting

Supports BR2, BR5

Triggers alerts

Ensures security and accountability

Framework-aligned traceability

Compliance Alignment:
> SOC 2: Security, Availability
> FINRA: Rule 3110 (Supervision) + Rule 4511 (Books and Records)
> SEC: Rule 17a-4(f) retention and access
> Optional future readiness: ISO 27001

Tools & Tech Stack:
> Microsoft Power BI (dashboards)
> Azure Functions + Logic Apps (automation)
> SharePoint/OneDrive or cloud DMS (evidence storage)
> Azure AD + Purview (access control, metadata tagging)
> Optional: ServiceNow or Jira for integration into compliance workflows

Assumptions:
> Internal IT will manage account and license provisioning
> Data used for reporting is already stored in approved environments
> User training and change management will be handled collaboratively

Project Timeline

Total Duration: 12 Weeks
Note: Timelines assume moderate complexity and close collaboration with the client’s internal IT and compliance teams.

Phase 1: Discovery & Requirements Gathering
Duration: 2 Weeks
Primary Owner: Project Manager + Compliance Analyst

Week
1


1


2

2
Task
Conduct stakeholder interviews (compliance, IT, audit)

Review existing audit process, documentation, and systems

Define user roles and compliance objectives

Confirm technical environment and access policies
Deliverable
Stakeholder map


Current-state process documentation


Role matrix + regulatory alignment map

Access control review

Phase 2: Architecture Design & Tool Setup
Duration: 2 Weeks
Primary Owner: Solutions Architect + Data Engineer

Week
3

3


4


4
Task
Design architecture diagram and traceability flow

Identify metadata tagging schema and mapping strategy

Set up core environments (Azure Functions, SharePoint, etc.)

Integrate user authentication (RBAC) via Azure AD
Deliverable
Solution architecture blueprint

Metadata config map


Configured base infrastructure


User provisioning setup

Phase 3: Dashboard & Workflow Automation Development
Duration: 4 Weeks
Primary Owner:
BI Developer + Automation Engineer

Week
5

6

6

7

8
Task
Build Power BI dashboards for compliance KPIs

Configure audit evidence storage workflows

Set up automated control validation checks

Configure alerting system for compliance breaches

Conduct internal UAT (user acceptance testing)
Deliverable
Compliance dashboard (v1)

Auto-archiving logic

Azure Functions scripts

Logic App workflows

Testing report & bug log

Phase 4: Control Mapping & Documentation
Duration: 2 Weeks
Primary Owner: Compliance Specialist + Technical Writer

Week
9

9

10
Task
Map internal workflows to SOC 2 and FINRA controls

Document version control and traceability policies

Create user manual + SOP for compliance team
Deliverable
Control alignment matrix

Versioning protocol

Training documents

Phase 5: Go-Live & Enablement
Duration: 2 Weeks
Primary Owner: Change Manager + Engagement Lead

Week
11

11

12

12
Task
Deploy production environment

Conduct end-user training session

Monitor usage + performance

Finalize hand-off & support plan
Deliverable
Go-live checklist signed

Training attendance log

Adoption dashboard

Post-implementation support plan

Design Specification Document

Introduction:
This document outlines the detailed design specifications for the automation of regulatory workflows. It supports audit readiness, internal control visibility, and compliance alignment with SOC 2, SEC, and FINRA regulations.

System Overview:
The system will automate evidence generation, improve traceability, and integrate real-time compliance dashboards. It connects users through Microsoft Azure AD to a central SharePoint document repository, automated workflows via Azure Functions, audit log storage, and reporting via Power BI.

Functional Components:
3.1 User Authentication
> Integrated with Azure Active Directory
> Role-based access for Compliance Analysts, Auditors, and Admins

3.2 Document Management
> Hosted on SharePoint or equivalent cloud file system
> Includes metadata tagging (control ID, review date, document owner)
> Supports versioning and retention policy configuration

3.3 Workflow Automation
> Azure Functions and Logic Apps trigger audit trail creation and evidence collection
> Automated notifications for expired policies, incomplete evidence, or control breaches

3.4 Audit Log Storage
> Logs generated by Azure Functions stored in secure Azure Blob Storage
> Logs include timestamps, action types, and user ID metadata

3.5 Power BI Compliance Dashboard
> Visualizes control readiness, audit activities, and outstanding issues
> Dashboards tailored per role (executive summary, operations view, audit trail view)

Non-Functional Requirements:
> Scalability: System must support >500 active users without degradation

Availability: 99.9% uptime for dashboard and automation workflows

Security: Role-based access, encrypted storage, and audit trails

Performance: Evidence generation workflows must execute within 2 seconds under normal load

Auditability: All data changes must be tracked and viewable within audit logs

Integration Points:
> Azure Active Directory (SSO & Role Enforcement)
> SharePoint Online (Document Repository)
> Azure Functions / Logic Apps (Automation Layer)
> Power BI Service (Dashboards)
> Optional: ServiceNow or Jira (Workflow Ticketing)

System Architecture Reference:
See attached architecture diagram (latest version: [Architecture v3]).

Assumptions & Constraints:
> Client IT will provision cloud infrastructure and user roles
> DataExos will configure workflows, dashboards, and automation scripts
> Change requests after phase 3 may require rework estimation

Review & Approval:
> Document to be reviewed by Compliance Lead, IT Security Manager, and Project Sponsor.
> Final sign-off expected at end of Phase 2.

Test Plan

Introduction:
This test plan outlines the verification and validation strategy for ensuring the successful implementation of automated regulatory workflows. The scope includes integration, functionality, security, performance, and compliance testing.

Testing Objectives:

> Validate proper functioning of automation workflows (evidence collection, alerting)

> Verify Power BI dashboards for data accuracy and role-based views

> Ensure secure document access and audit trail generation

> Test compliance with retention, traceability, and versioning requirements

Test Strategy:
> Unit Testing: Conducted by developers for Azure Functions and Logic Apps

> Integration Testing: Validate data flow between Azure AD, SharePoint, automation layer, and dashboards

> System Testing: End-to-end validation of workflows from user action to dashboard output

> User Acceptance Testing (UAT): Conducted with Compliance, Audit, and IT teams

> Security Testing: RBAC enforcement and audit logging validation

Test Environments:
> Development Environment: For unit tests and early integration

> Staging/UAT Environment: Mirrors production setup for full scenario tests

> Production: For post-deployment validation only

Test Cases (Sample):
TC-01: User Authentication and Access
Objective:
Verify Azure AD login and role-based access control
Steps:
1. Attempt login with valid credentials
2. Attempt login with unauthorized role
Expected Result: Valid users access system, invalid users denied

TC-02: Evidence Collection Trigger
Objective:
Validate automation triggers on document approval
Steps:
1. Upload or approve compliance document
2. Observe triggered Azure Function log
Expected Result: Evidence log entry created with correct metadata

TC-03: Dashboard Accuracy
Objective:
Ensure Power BI dashboard reflects updated control status
Steps:
1. Complete a sample control workflow
2. Check dashboard update within 5 minutes
Expected Result: Updated control shown as “Complete”

TC-04: Audit Log Generation
Objective:
Validate audit trail is written for all critical actions
Steps:
1. Perform key user action (document delete, status update)
2. Review audit log entries
Expected Result: Log contains user ID, action, and timestamp

TC-05: Retention Policy Enforcement
Objective:
Ensure expired documents are flagged
Steps:
1. Modify date to simulate expired document
2. Trigger document check
Expected Result: System flags document for review or archival

Test Deliverables:

> Test Cases Document (this file)
> UAT Feedback Log
> Defect Log / Bug Tracker (linked to Jira or equivalent)
> Test Summary Report

Roles & Responsibilities:
QA Lead: Test coordination, defect triage
Developer: Unit and integration test support
Compliance Analyst: Functional and UAT testing
Project Manager: UAT coordination and acceptance sign-off

Schedule:
Testing will span sprints 3 through 6 with final UAT in Sprint 6.

Approval:
Sign-off from QA Lead, Compliance Lead, and Engagement Sponsor required prior to go-live.

Risk Assessment

Introduction:
This document outlines the risk assessment for the deployment of an automated regulatory workflow system. The goal is to identify potential risks that could impact compliance, performance, security, or operational continuity, and define mitigation strategies.

Risk Assessment Methodology:
> Identification: Based on stakeholder input, system design, and past project benchmarks

> Classification: Each risk is categorized by its type (compliance, technical, operational, etc.)

> Scoring: Using qualitative measures: Likelihood (Low, Medium, High) and Impact (Low, Medium, High)

> Mitigation: Recommended controls or process adjustments

Risk Register:

ID

R1



R2




R3




R4



R5



R6



R7
Risk Description

Improper access control leading to unauthorized data exposure

Automation failure results in incomplete audit evidence



Dashboard inaccuracies due to incorrect metadata tagging



Regulatory misalignment (e.g., retention or logging gaps)


User resistance or improper usage post-deployment


System downtime during critical reporting periods


Integration delays with document management systems
Category

Security



Operational




Data Integrity




Compliance



Change Management


Availability



Technical
Likelihood

Medium



Medium




Low




Low



Medium



Low



Medium
Mitigation Strategy
High



High




Medium




High



Medium



High



Medium
Impact

Enforce Azure AD RBAC, periodic access reviews

Redundant Azure Function retry logic, alert on failure

Implement metadata validation checks during upload

Map controls to SOC 2/FINRA and validate via audit

Conduct training + create SOPs with user guides

SLA of 99.9%, deploy alerting and backup strategy

Perform early integration testing in sprint 2

High-Risk Scenarios and Action Plans:
Unauthorized Data Access
> Action: Pre-launch RBAC testing, enforce MFA, audit trail validation
> Owner: IT Security Lead

Evidence Generation Failures
> Action: Monitoring logic within Azure Functions + alerting in Slack/Teams
> Owner: Automation Engineer

Misalignment with Regulatory Frameworks
> Action: Compliance Analyst review against SOC 2 and FINRA control matrices
> Owner: Governance Lead

Residual Risk Summary:
Based on current mitigation measures, the residual risk is Low to Moderate, with continuous monitoring planned through UAT and post-deployment stabilization.

Review & Ownership:
> To be reviewed by: Compliance Lead, Automation Engineer, Project Manager
> Risk register to be updated bi-weekly during implementation phase

Deployment Plan

Introduction:
This deployment plan outlines the rollout strategy for the regulatory automation system. It includes preparation, deployment activities, validation, and transition to operations.

Deployment Objectives:
> Deploy all automation components in a secure, scalable cloud environment
> Ensure successful transition from staging to production
> Minimize service disruption and ensure audit-readiness from day one

Deployment Scope:
> Azure Functions and Logic Apps for automation
> SharePoint integration for document management
> Azure Blob Storage for audit logs
> Power BI Dashboards
> Role-based access configuration via Azure AD
> Logging, alerts, and backup setup

Pre-Deployment Checklist:

Task
Validate staging environment matches production specs

Finalize UAT approval and fix critical defects

Confirm RBAC roles and access groups

Back up staging metadata

Communicate deployment window to stakeholders
Responsible
DevOps Lead

QA Lead

Security Admin

Data Engineer

Project Manager
Status
Pending

In Progress

In Progress

Pending

Pending

Deployment Schedule
Deployment Window: Friday, November 8 – Sunday, November 10, 2024 (Weekend cutover preferred)
Estimated Downtime:
< 1 hour (non-user facing for most users)

Step
Step 1

Step 2


Step 3

Step 4

Step 5

Step 6
Description
Freeze staging environment and lock schema

Migrate automation scripts and dashboards to production

Configure audit logging and alert rules

Deploy RBAC and security groups in Azure AD

Post-deployment validation (smoke tests)

Notify users and lift freeze
Duration
Friday evening (1 hr)

Saturday morning (2 hrs)


Saturday midday (1.5 hrs)

Saturday afternoon (1 hr)

Sunday morning (2 hrs)

Sunday midday (<30 min)

Post-Deployment Activities
> Final validation checklist walkthrough
> Monitoring system logs and usage metrics for 48 hours
> Backup verification
> Bug/issue tracking via Jira

Rollback Plan
In case of critical failure:
> Rollback to last working staging snapshot
> Restore automation scripts from Git repository
> Notify all stakeholders of rollback via incident channel

Communication Plan
> Email update to all end-users post-deployment
> Real-time updates via Teams during deployment window
> Daily stand-up for 3 days post go-live to address emergent issues

Sign-Off
Deployment to be signed off by:
> DevOps Lead
> Compliance Lead
> Project Sponsor

Security & Compliance Documentation

Purpose:
This document outlines the security controls and compliance framework that support the regulatory automation solution. It addresses system hardening, data protection, regulatory alignment, and audit preparedness.

Security Principles:
> Least Privilege Access: Role-based access control (RBAC) implemented via Azure Active Directory
> Data Encryption: All data encrypted in transit (TLS 1.2+) and at rest using AES-256
> Audit Logging: All user actions and automated events logged and retained for audit purposes
> Segregation of Duties: Separation of administrative, compliance, and user-level roles
> Multi-Factor Authentication (MFA): Enforced for all user logins via SSO

Security Architecture Overview:
> Azure AD for identity and access management
> SharePoint Online for secure document storage with versioning and metadata
> Azure Functions / Logic Apps for workflow automation, monitored via Azure Monitor
> Azure Blob Storage for immutable audit logs
> Power BI with workspace-level access and row-level security (RLS)

Compliance Framework Alignment:

Framework
SOC 2 (Trust Services Criteria)
FINRA
SEC
ISO 27001 (Future-Ready)
Applicable Controls Mapped
Security, Availability, Confidentiality
Rule 3110 (Supervision), Rule 4511 (Books & Records)
Rule 17a-4(f): Recordkeeping & Electronic Access
A.8, A.9, A.12, A.18

Data Classification & Retention:
> All uploaded content tagged with:
-Control ID
-Sensitivity Level (e.g., Internal, Confidential)
-Retention Category

> Retention enforced via SharePoint policies

> Deleted files retained in archive logs for 7 years (FINRA/SEC-compliant)

Monitoring & Alerting:
> Azure Monitor tracks failures, unusual access patterns, and system health
> Compliance alerts (e.g., overdue controls, untagged documents) routed to Compliance Team via Teams and/or email
> All monitoring dashboards reviewed weekly

Third-Party Risk & Access:
> No third-party vendors have direct access to data
> All integrations (e.g., Jira, ServiceNow) use scoped service principals
> API-level access monitored via Azure API Management

Incident Response Protocol:
> Incident classification matrix established (Minor, Major, Critical)
> Escalation path documented and distributed to all key teams
> Root cause analysis (RCA) required for all Major/Critical events within 48 hours

Documentation & Audit Readiness:
> All workflows, controls, and exceptions are logged and versioned
> Quarterly internal audits to validate alignment with compliance frameworks
> Reports exportable for regulatory review upon request

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