Finance & FP&A

How to analyze vendor and category spend as Independent Clinic Owner-Operators

Finance & FP&AFor Independent Clinic Owner-Operators2 apps12 steps~24 min to set up

Your billing person closes the books in QuickBooks or a spreadsheet export every month, and by the time you see a vendor breakdown it's six weeks old. You know roughly what you pay for your EHR license, your malpractice carrier, your medical waste pickup, and your cleaning crew — but you can't tell you on a Tuesday afternoon whether your supply spend is up because you ordered ahead or because a vendor quietly raised prices. You catch surprises at tax time. You have no clean view of which expense categories are growing as a percentage of collections, and no early warning when a new recurring charge shows up on the practice bank account.

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Finance & FP&AFor Independent Clinic Owner-Operators2 apps12 steps~24 min to set up

Outcome

What you'll set up

A live vendor and category spend dashboard that pulls every transaction from your practice bank accounts through Plaid and shows you month-over-month trends by vendor and category — no spreadsheet, no waiting for the bookkeeper

Automatic anomaly alerts when a charge from any vendor (your EHR, your medical waste pickup, your answering service) deviates significantly from its normal range

A recurring subscription tracker so you know exactly what's on autopay — including any new vendor that's hit your account in the last 60 days — updated daily

The Starch recipe

Apps, data, and prompts

The combination of Starch apps, the data sources they pull from, and the prompts you use to drive them.

Apps used

Transaction Insights Runway Analysis

Data sources & config

Starch syncs your bank transaction data on a schedule through Plaid — every charge, every vendor, every category, refreshed daily and stored in Starch's database. Starch also syncs your Stripe revenue data on a schedule so spend can be benchmarked against collections. For practices using QuickBooks, Starch connects directly to QuickBooks on a schedule and pulls entity-level data including bills, vendor payments, and journal entries. Slack is connected from Starch's integration catalog and queried live when an alert fires.

Prompts to copy

Connect my practice checking account and show me a monthly spend breakdown by vendor and category. Flag any vendor whose charge this month is more than 20% above their 6-month average, and list every new vendor that's appeared on my account in the last 60 days.

Build me a recurring subscription tracker that pulls from my Plaid feed. Group charges by vendor, show me the last three months side by side, and send me a Slack alert if any subscription renews at a higher amount than last time.

Show me my top 10 expense categories as a percentage of my total monthly collections from Stripe. Update it daily and flag any month where a category jumps more than 2 percentage points.

Run these in Starch → or paste them into your favorite agent

Walkthrough

Step-by-step

1 Connect your practice checking account (and any savings or operating accounts) to Starch via Plaid — Starch syncs transaction data on a schedule and categorizes every charge automatically.

2 Connect your Stripe account so Starch has both sides of the picture: what you're spending and what you're collecting. This powers spend-as-a-percentage-of-revenue views.

3 If you're on QuickBooks, connect it — Starch syncs bills, vendor payments, and journal entries on a schedule so your accrual-side view matches your bank feed.

4 Install the Transaction Insights starter app from the Starch App Store. Out of the box it shows month-over-month category trends, flags anomalies, and tracks recurring subscriptions.

5 Fork the app and add your clinic-specific vendor categories: EHR licensing, malpractice insurance, medical waste, answering service, locum/1099 clinicians, cleaning, and supplies. Describe what you want in plain language and Starch adjusts the breakdown.

6 Set up an anomaly alert: tell Starch 'notify me via Slack if any vendor's charge this month is more than 20% above their trailing 6-month average.' Starch builds the automation and fires it when the threshold is crossed.

7 Add a new-vendor alert: 'send me a Slack message any time a vendor I haven't seen in the last 90 days charges my account.' This catches the software trial that auto-converted to paid and the supply vendor someone signed up for without telling you.

8 Open the Runway Analysis starter app. Wire it to the same Plaid and Stripe connections. This gives you the forward projection view — how many months of runway at current burn — alongside your vendor detail.

9 Customize the Runway Analysis app to reflect your clinic's fixed cost floor: 'assume minimum monthly expenses of $18,000 covering staff payroll, rent, and EHR license, and show me projection scenarios at 80%, 100%, and 120% of current variable spend.'

10 Schedule a weekly summary: 'every Monday at 7am, send me a Slack digest showing last week's total spend by top 5 categories, any anomalies flagged, and current runway in months.'

11 Share a read-only dashboard link with your accountant or bookkeeper so they can see the same live data without needing a login or a monthly export from you.

12 At the end of each quarter, ask Starch to compare your vendor spend quarter-over-quarter and identify any category that's grown faster than your collections — plain English output you can bring to a vendor negotiation or a budget conversation.

See this running on Starch

Connect your tools, describe what you want, and the agent builds it. Closed beta is free.

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Worked example

Q1 2026 spend review — three-provider family practice

Sample numbers from a real run

EHR license (SimplePractice)	1,149
Medical waste pickup (Stericycle)	620
Answering service (PatientCalls)	390
Office supplies (multiple vendors)	1,840
Malpractice insurance (monthly installment)	1,200
Locum clinician (1099, Feb only)	4,800
Cleaning service	480
Misc SaaS subscriptions	310

Running Transaction Insights against the practice checking account, Starch flagged two things in March that the owner-operator hadn't noticed. First, the office supplies line had jumped from $980 in January to $1,840 in March — Starch surfaced this as a 88% month-over-month increase and traced it to two vendors: a familiar medical supply distributor whose order was legitimately large ahead of a busy spring schedule, and a $210 charge from a vendor the front desk had never seen before (a PPE reseller from a trial order six months ago that had quietly started auto-shipping). Second, the misc SaaS line included a $129 charge from a project management tool nobody at the practice actively used — it had been on autopay since the previous office manager set it up 14 months ago. Total identified savings from acting on those two flags: $339/month. On the runway side, Starch's Runway Analysis showed that with Q1 collections averaging $41,200/month and total operating expenses at $10,789/month (excluding the one-time locum cost), the practice had approximately 22 months of runway at current pace — a number the owner-operator had never had a clean, daily-updated answer to before.

Measurement

How you'll know it's working

Overhead ratio: total monthly operating expenses as a percentage of monthly collections (target: under 40% for a three-provider clinic)

Vendor spend drift: number of vendors whose monthly charge exceeded their 6-month average by more than 15%

Subscription creep: total monthly recurring SaaS and service charges, tracked month-over-month

Supply cost per patient visit: total supply spend divided by completed visits in the period

Runway in months: current cash reserves divided by net monthly burn, updated daily

Comparison

What this replaces

The other ways teams handle this today, and how the Starch version compares.

QuickBooks reports

QuickBooks gives you a vendor detail report but it requires someone to run it, it's only as current as the last reconciliation, and it doesn't alert you — you have to go look.

Manual bank export to spreadsheet

Full control over categories, but someone has to download, clean, and update it every month — and it goes stale the moment you close the file.

Your accountant's monthly close

Accurate and tax-ready, but you're seeing last month's numbers sometime in the middle of next month, which is too slow to catch a subscription that just auto-renewed at a higher rate.

Xero with a bank feed

Xero's bank feed and category rules are solid, but you still need to build your own anomaly detection and alerting on top — Xero doesn't message you when a charge looks wrong.

On Starch RECOMMENDED

One platform — transaction insights, runway analysis all running on connected data. Setup in plain English; numbers stay current via scheduled syncs and live agent queries.

Try it on Starch →

FAQ

Frequently asked questions

Does Starch connect to SimplePractice, Jane, or Kareo to pull expense data?

Starch doesn't sync directly with EHR billing modules — those systems aren't in the scheduled-sync provider list. For spend analysis, Starch reads your actual bank transactions through Plaid, which catches everything that hits your account regardless of which system generated the charge. If your EHR is the source of collections data (not Stripe), you can ask Starch to automate pulling summary reports from your EHR through browser automation — no API required.

QuickBooks is where my bookkeeper does everything. Will this duplicate work or conflict?

No. Starch reads from QuickBooks — it syncs your bills, vendor payments, and journal entries on a schedule — but doesn't write back to it. Your bookkeeper's workflow stays exactly as it is. Starch gives you a live view of the same underlying data without waiting for the monthly close.

Is my bank and financial data stored securely? Is Starch SOC 2 certified?

Starch is not SOC 2 Type II certified yet — that's worth knowing if your practice has specific vendor security requirements. Plaid uses bank-grade OAuth connections and Starch stores synced transaction data in its own database. If SOC 2 is a hard requirement for your practice's vendor policy, that's a legitimate constraint to weigh.

My practice has two separate bank accounts — operating and payroll. Can Starch track both?

Yes. You can connect multiple Plaid bank accounts and Starch will pull transactions from all of them. You can build a dashboard that shows each account separately or rolls them up into a single practice-level view — just describe what you want when you set up the app.

What if I want to track spend against a budget I set at the start of the year?

You can tell Starch your budget targets by category — for example, 'my supply budget is $1,200/month and my SaaS budget is $400/month' — and ask it to show you actual vs. budget each month and flag any category that's tracking more than 10% over. Starch builds that view from your description; there's no budget module to configure.

How current is the data? If a vendor charges me today, when will I see it?

Plaid syncs on a schedule — typically daily — so most charges appear within 24 hours of posting to your bank. It's not real-time to the minute, but it's close enough to catch a surprise charge the same day rather than at month-end.