JUN 2026
AICPA National Accreditation Commission
Ray joined the AICPA 2026–27 National Accreditation Commission as a commissioner.
FINANCE × TECHNOLOGY
Finance expertise. Intelligent systems. Human judgment.
We help finance teams turn complex work into clear, reliable processes—with thoughtful automation, hands-on expertise, and tools built for the people using them.
Built by finance professionals. Engineered for real work.
INTELLIGENCE IN MOTION
DESIGNED AROUNDThe way you work.
EXPERTISE THAT CONNECTS
Finance transformation✳Applied AI✳Risk & controls✳Professional education✳
01 / WHAT WE DO
Move your work forward.
From the first workflow to the systems behind your finance function, we bring accounting and engineering together.
01Transform
Build confidence
Give expertise
Transform
your finance function.
Improve workflows, strengthen revenue operations, and make your systems work better together.
Finance & automation 02Build confidence
into every process.
Bring substance to controls, readiness, investigations, and the testing of AI systems.
Risk & compliance 03Give expertise
room to grow.
Discover practical software and education that help professionals take an active role in technology.
Products & training02 / HOW WE THINK
Start with the work.
Build what matters.
Good transformation begins with understanding the problem. We work alongside your team, start at a useful scale, and build toward a lasting capability.
Work with Chipmunk- 01
Understand the reality.
Listen to the people doing the work. Map the process, the constraints, and the decisions that matter.
- 02
Make a practical improvement.
Design and implement a focused solution, with clear review points and a path to adoption.
- 03
Leave your team stronger.
Share the knowledge behind the system so your team can operate, question, and improve it.
03 / PRODUCTS & TRAINING
Tools for today.
Skills for what’s next.
Five ways to put technology to work, from professional AI to open-source software and hands-on learning.
01CPAAutomation.aiAI for professional workTurn documents, analysis, and everyday workflows into work that is ready for review.↗02Second FoundationGovernance, risk & complianceBuild a stronger foundation for compliance, with risks and controls at the center.↗03CPACoders.orgLearn to buildPractical Python and AI-assisted coding for accounting and finance professionals.↗04eRev CloudOpen-source revenue recognitionA cloud-ready revenue subledger for ASC 606 and IFRS 15, built for clear review.↗05BootcampLearn together. Apply immediately.Hands-on Python training built around real accounting and finance challenges.↗
SMALL BEGINNINGS · MEANINGFUL WORK
Small by design.
Ambitious by nature.
04 / PEOPLE BEHIND THE WORK
We know the work.
Because we’ve done it.
Founded by Ray Sang, CPA, CISA, CITP, Chipmunk brings finance practice and software engineering to the same table.
Ray’s experience spans audit at Deloitte, finance transformation at SentinelOne, and finance systems at Plaid. His work in professional education reflects the same belief: better tools should give people more room to apply their judgment.
Meet Ray on LinkedInRay SangFounder · CPA, CISA, CITP
05 / IDEAS & UPDATES
From our corner
of the profession.
Conversations, contributions, and milestones from the Chipmunk archive. Dates reflect the original updates.
MAY 2026
Governance in the Age of AI
An AICPA webinar featuring Ray on governance in the age of AI.
APR 2026
Open-source AI skills from Chipmunk Robotics
Explore three open-source skills for finance and accounting workflows.
Explore all earlier updates
DEC 2025
The Power of the CITP® Credential: Expanding Your Impact and Influence
An AICPA webinar featuring Ray on the CITP credential.
SEP 2025
AUG 2025
Forensics & Valuation Services Conference
An announcement for Ray’s session on deepfake technology, AI, and blockchain at the October 2025 AICPA conference in Denver.
JUN 2025
Alternative legal service via NFT
A New York judge approved alternative service via NFT in a matter where Ray supported the New York State Office of the Attorney General.
MAY 2025
Finance and Accounting Digital Transformation in 2025
An AICPA webinar featuring Ray on finance and accounting transformation.
APR 2025
Serve the Unknown in the Crypto Age
Published by the Fordham Intellectual Property, Media & Entertainment Law Journal.
FEB 2025
The Top Revenue Reports Every Revenue Accountant Should Know
A RightRev article on revenue reporting.
JAN 2025
Transform Legal Writing with AI: Challenges, Solutions, and Outlooks
Published by the Fordham Intellectual Property, Media & Entertainment Law Journal.
JAN 2025
The Impact of AI on Fraud Investigations: What Forensic Accountants Need to Know
A Valid8 article on AI and fraud investigations.
DEC 2024
AI Revolution: Reshaping the Future of Accounting
An AICPA fireside chat with Marie Monet, Rick Bhardwaj, and Ray Sang.
OCT–NOV 2024
AI, Fraud and Automation: What You Need to Know
A session featuring Ray in the Ohio Society of CPAs’ Accounting Show series, with planned demonstrations of AI applications, technical writing, and real-time deepfakes.
OCT 2024
How Automation is Enabling Next-Gen Accounting Teams
A RightRev article on accounting automation.
OCT 2024
OCT 2024
Python Bootcamp cohorts
Chipmunk hosted two summer 2024 Python bootcamp cohorts for ten minority women in finance.
AUG 2024
Three self-managed on-premises AI solutions
Chipmunk announced Confide AI, SEC Disclosure AI, and Edge AI as local AI solutions.
MAY 2024
AI and fraud: What CPAs should know
A Journal of Accountancy article co-authored by Clay Kniepmann and Ray Sang.
DEC 2023
AICPA ENGAGE 2024: implementing automation
A 2023 announcement about Ray’s upcoming session at AICPA ENGAGE in Las Vegas.
MAR 2023
CITP champions lead the way
Ray shared his experience volunteering as an AICPA certified IT professional champion for Washington.
NOV 2022
Critical thinking in data analysis
Ray discussed the role of critical thinking in data analysis in an AICPA interview.
JUL 2021
AICPA Technology Advisory Standing Ovation Award
Chipmunk founder Ray Sang received the 2021 Technology Advisory Standing Ovation Award.
YOUR NEXT CHAPTER
Let’s make your next
move a meaningful one.
Bring us a process, a challenge, or an idea. We’ll help you find a practical place to start.