Real Results

How We've Transformed Businesses

Every business has unique challenges. Here's how combining CPA expertise with custom-built AI solutions created lasting impact for small business owners across different industries.

Star Guide in the control center
✦ E-Commerce / Retail

Ella Mae Designs

Custom design & retail brand — e-commerce storefront, multi-product catalog, multi-state sales tax

Ella Mae Designs had grown from a passion project into a thriving e-commerce brand with hundreds of products and customers across multiple states. But the accounting hadn't scaled with the business. Revenue reconciliation was a manual nightmare — platform payouts bundled dozens of orders into single deposits, COGS was tracked in a spreadsheet that was months out of date, and sales tax obligations were slipping through the cracks.

The business didn't need generic bookkeeping software — it needed a system that understood how e-commerce batch payouts work, how to allocate shipping and material costs across a growing product catalog, and how to flag multi-state nexus thresholds before they became a problem.

I was spending every Sunday afternoon trying to make sense of my numbers instead of focusing on design and growing the brand. I knew I was leaving money on the table — I just couldn't see where.

— Owner, Ella Mae Designs
The Challenge
Platform payouts bundled dozens of orders into single deposits, making it nearly impossible to reconcile revenue against actual bank transactions. COGS was tracked in a spreadsheet that hadn't been updated in four months. Sales tax obligations across 6 states were tracked on sticky notes. The business was one audit away from a serious problem.
What We Built
We designed a custom AI pipeline that automatically ingests payout reports, breaks each bundle into individual line items, matches them to bank deposits, and categorizes every transaction — fees, refunds, shipping, and net revenue — into the correct GL accounts. A second module pulls material purchase orders and calculates true COGS per product line. We built a multi-state sales tax tracker that monitors nexus thresholds and generates filing reminders 30 days before deadlines. Everything feeds into a live dashboard that gets reviewed every Monday morning.
The Results
Within the first month, Ella Mae Designs discovered they'd been under-pricing their top-selling product line by 18% because packaging cost increases hadn't been accounted for. The Sunday reconciliation ritual went from 4+ hours to a 10-minute dashboard review.
93%
Less time reconciling
$24K
Recovered margin / yr
0
Missed tax deadlines
✦ Tech / SaaS Startup

Primitive Bits Inc.

Tech startup — pre-revenue stage, seed-funded, small founding team

The team at Primitive Bits Inc. had just closed their seed round and were burning through runway faster than their spreadsheet could track. Investor updates were cobbled together from bank statements and payment processor exports. There was no real-time view of burn rate, and the cap table was a Google Sheet with conflicting formulas.

As a CPA who's worked with tech companies from pre-revenue through funding rounds, this was a scenario I'd seen play out dozens of times — founders focused on building product while their financial foundation crumbles underneath them.

Our lead investor asked for a monthly burn report and it took us three days to put one together. That's when we knew we had a problem.

— Founding Team, Primitive Bits Inc.
The Challenge
No chart of accounts — expenses were categorized inconsistently or not at all. Subscription revenue was recognized on a cash basis with no deferred revenue tracking. The cap table didn't account for SAFE notes from the pre-seed raise, creating potential problems for the next round. Investor reporting was manual, inconsistent, and always late.
What We Built
We started with the fundamentals: a proper chart of accounts structured for a tech startup, with categories that map directly to the metrics investors care about — ARR, net burn, gross margin, and runway. Then we built an AI-powered financial ops layer: automated revenue categorization with proper accrual treatment, an expense classification engine trained on Primitive Bits' specific vendor relationships, and an automated monthly investor update generator that pulls real numbers into a clean, professional format. We also cleaned up the cap table and built a dilution modeling tool for Series A planning.
The Results
Primitive Bits' investor updates now go out on the 5th of every month — automatically generated, CPA-reviewed, and formatted exactly the way their lead investor wants them. When Series A conversations started, their financial house was already in order.
3 days
→ 15 min for reports
18 mo
Runway visibility
100%
On-time investor updates
✦ Investment & Financial Services

Ripple Investment Group

Investment group — portfolio management, multi-entity structure, complex reporting requirements

Ripple Investment Group manages a growing portfolio across multiple entities and investment vehicles. The business generates solid returns, but the back-office accounting couldn't keep pace with the complexity. Every entity had its own set of books, intercompany transactions were reconciled manually, and consolidated reporting was a quarterly headache that consumed entire weeks.

Their existing accountant handled year-end taxes but had no visibility into real-time performance across the portfolio. By the time leadership saw their numbers, the data was months old and useless for making allocation decisions.

We knew the portfolio was performing, but we couldn't tell you entity by entity which investments were carrying their weight and which ones were dragging. We needed real-time visibility — not a rearview mirror.

— Leadership Team, Ripple Investment Group
The Challenge
No unified view across entities — each had separate books with inconsistent chart of accounts structures. Intercompany transactions required manual reconciliation that was error-prone and time-consuming. Performance reporting was built in spreadsheets that broke every time a new entity was added. Distribution calculations were done by hand, and investor reporting was always late. The team spent more time assembling data than analyzing it.
What We Built
We designed a consolidated financial intelligence layer across all entities. A standardized chart of accounts was implemented across the portfolio, with an AI-powered intercompany reconciliation engine that automatically identifies, matches, and eliminates intercompany transactions during consolidation. We built an automated performance dashboard that tracks returns, cash flow, and key metrics per entity in real time. A distribution calculation engine pulls from actual financials and applies each entity's waterfall structure automatically. Investor reports are generated monthly — clean, professional, and accurate — with CPA review before they go out. The entire system adapts automatically when a new entity is added to the portfolio.
The Results
Within the first quarter, Ripple Investment Group identified two underperforming entities that had been masked by strong performance elsewhere in the portfolio. Consolidated reporting went from a week-long quarterly scramble to a real-time dashboard. Investor communications are now on schedule every single month.
85%
Less time on reporting
Real-time
Portfolio visibility
100%
On-time investor reports
Your Business is Next

Ready to See What's Possible?

Every one of these solutions was built from scratch around the way that business actually operates. No templates, no one-size-fits-all software. Tell us about your challenges and we'll show you what custom AI + CPA expertise can do.

Star Guide defeats the spreadsheet monster