Missing Documentation
Transactions missing required supporting files
AI-assisted financial review built for real-world compliance
Shepherd is a software platform that analyzes financial data, flags inconsistencies, and produces audit-ready outputs using structured, deterministic workflows designed for reliability and traceability.
Built from real operational and accounting experience across sales, service, and nonprofit financial environments.
What Shepherd Does
Shepherd helps teams review financial data with clarity and confidence by combining structured analysis with governed workflows.
It identifies inconsistencies and missing information in financial transactions, applies deterministic rules for compliance and audit preparation, and generates structured, reviewable outputs while maintaining traceability across every step of the process.
Example Findings
Inconsistent Categorization
Expenses recorded under multiple accounts across reporting periods
Review Summary
Audit-ready summary generated with flagged items and supporting notes
Product Overview
Shepherd is currently in active development, with early workflows focused on transaction analysis, exception detection, and audit preparation.
The platform is being built to support:
- Financial reporting teams
- Audit and compliance workflows
- Organizations requiring traceable, reviewable outputs
Simple workflow
- Step 1
Upload financial reports or connect your system
- Step 2
Shepherd analyzes data and structures findings
- Step 3
Review flagged items
- Step 4
Export audit-ready outputs
Designed for financial teams
- Accounting teams
- Compliance and audit workflows
- Organizations managing structured financial reporting
About the Founder
Shepherd is a founder-led software platform focused on practical, governed financial workflows. The system is designed with an emphasis on reliability, clarity, and real-world usability.
Tommy Corscadden
Founder & Product Architect
Tommy brings over 20 years of experience across sales and service operations, along with experience in public and nonprofit accounting environments. His work has focused on understanding where financial and operational processes break down in practice, and how better systems can support the people responsible for executing them.
- 20+ years in sales and service operations
- Experience in both public and nonprofit accounting environments
- Exposure to financial reporting and compliance workflows
- Focused on building practical, reliable systems grounded in real-world use
System Approach
Shepherd is built as a structured, role-based system where specialized components operate within clearly defined boundaries.
This ensures consistent behavior, traceable outputs, and reliable decision-making across financial workflows.
The goal is not to replace operators, but to support them with a system aligned with how real work actually gets done.