Environmental Engineer Turned Financial Advisor Builds Her Own Wealth-Management Platform — Solo
JoAnna Cohen architected and shipped a full client wealth management system (CRM, billing, portfolio reporting, account aggregation, and compliance-ready client portal) as the technology backbone for her advisory practice, Engineered Wealth & Planning.
ORLANDO, Fla. — When JoAnna Cohen set out to launch her financial advisory practice, she did what most new advisors do: she looked at the software. Client relationship management, portfolio reporting, billing, planning tools, a client portal. The platforms that run a modern wealth practice are powerful, and priced for firms far larger than a solo advisor just starting out. So Cohen, an environmental engineer and certified data analyst with a fifteen-year habit of building what she needs, made a different decision. She built her own.
The result is the technology backbone of Engineered Wealth & Planning, Cohen’s advisory practice, a full client wealth management platform she architected, developed, and shipped herself. It spans the advisor side and the client side of the relationship, and it does not look like a first attempt.
What She Built
- Client CRM with deal and document management
- Automated billing and invoicing
- KYC onboarding workflows
- Portfolio and wealth-view reporting
- Private advisor–client messaging
- Shareable client calculator tools
- Public contact form feeding directly into the CRM pipeline
- Secure, permissioned bank, savings, and investment account connections, or manual entry
- Transaction tagging that powers budgeting and debt-management views
- Rebalance notice when a portfolio drifts more than five percent from a client’s stated goals
- Tax-loss-harvesting markers, each one routing the client back to their advisor for the actual recommendation
- Plaid for account connectivity
- Stripe for payments and financial connections
- OpenFIGI for securities identification
- Encryption and client-initiated consent flows designed around consumer-data-protection requirements
- No AI in the platform itself: all backend analysis tools use algorithmic, deterministic logic. Client data is never processed by or transmitted to an AI model.
Engineered, Not Just Coded
What distinguishes the build is not only that it works, but how it was made. Cohen approached it the way an engineer approaches any complex system. She wrote design documents, ran her own sprint planning, and maintained development backlogs, applying the same discipline she brings to infrastructure projects and the business analysis and project management credentials she holds.
She used AI-assisted development tools to accelerate the work (the same tools professional software teams now use daily) while supplying the judgment those tools require: reading the code, debugging what the AI got wrong, correcting schema decisions, and catching flawed assumptions before they shipped. The acceleration was in the typing. The architecture, the corrections, and the compliance thinking were hers.
That process pedigree is not incidental. Cohen holds an Entry Certificate in Business Analysis (ECBA) and a Lean Six Sigma Green Belt, is a Microsoft-certified Power BI Data Analyst, and is currently pursuing her PMP: formal credentials in exactly the disciplines that separate engineering a software product from merely generating code.
A Capability Hiding in Plain Sight
The validation came from a source that would know. A grand-fraternity-brother of Cohen’s who works as a software engineer at Disney reviewed how she’d approached the build (the design documents, the sprints, the backlogs, the debugging) and told her plainly that she could be on his team. When she pushed back that she’d used AI to help, his answer was simple: “So do we.”
“The tool was never the skill. The judgment was — knowing when the code is wrong and how to fix it. That part was always mine.”
— JoAnna Cohen, Founder, Engineered Wealth & Planning
The Bigger Picture
Cohen’s background reads like a deliberate convergence: a B.S. in Environmental Engineering and graduate work in Smart Cities; twelve years leading construction and infrastructure programs with the U.S. Army Corps of Engineers; a project-management internship at Walt Disney Imagineering; nine years operating a packaging and e-commerce business where she ran the full P&L and rebuilt its technology stack; and, more recently, a suite of financial and sustainability credentials including the Series 65 and multi-state life and health licensure.
Through her consulting venture BizGeni.com, Cohen has built web applications and business systems for small and mid-sized companies for years. The wealth management platform extends that work into fintech, and potentially into a product of its own. Built by a solo advisor for the realities and price point of a solo practice, it targets precisely the market the incumbent platforms have priced out: the independent advisor who needs enterprise capability without enterprise overhead.
For now, it powers Engineered Wealth & Planning. But Cohen built it to scale, and she built it, as she builds everything, herself.
Engineered Wealth & Planning is the financial advisory practice of JoAnna Cohen, E.I., an Orlando-based environmental engineer, certified business analyst, and licensed financial and insurance professional. The practice pairs comprehensive, fiduciary-minded financial planning with a proprietary technology platform designed to give clients a clear, connected view of their financial lives. Cohen also operates BizGeni.com (business and web consulting) and SpaceGeni.us (smart and sustainable design consulting) under JLC Consulting, LLC.