How to Find Mid-Market Companies Still Running Treasury on Excel (2026)

Quick Answer: The fastest way to find mid-market companies still using manual Excel for treasury is Origami — describe your ideal customer (e.g., “mid-market companies with treasury teams that manually reconcile cash in spreadsheets”) and its AI agent searches the live web, enriches contacts, and qualifies leads from one prompt, delivering a verified prospect list with names, emails, and phone numbers.

You just got off a discovery call with a CFO at a $200M manufacturing firm. Halfway through, she admits her treasury team still consolidates bank files into a master Excel workbook that crashes every month end. For you, that's a red-hot signal — someone desperate for a real treasury management system. But how do you find more companies just like that before they even post an RFP? They don't advertise “we use Excel for treasury” on their website. They aren't in any traditional database under “manual processes.” And yet they are everywhere in the mid-market, quietly suffering.

Finding them at scale is the challenge we'll tackle — with the right tools, signals, and a lived-in approach that works in 2026.

Why mid-market treasury teams still live in Excel — and why that's your opportunity

Most mid-market companies (100–1,000 employees) have outgrown QuickBooks but haven't bought a dedicated Treasury Management System. Instead, treasury analysts build elaborate Excel models to manage cash positioning, forecast liquidity, and reconcile bank accounts. This manual patchwork breaks often, especially as the company enters new geographies or currencies. For a sales rep selling AP automation, cash forecasting, or TMS software, these companies are the sweet spot: high pain, clear ROI, but harder to surface than enterprise logos.

The pain is real. One treasury consultant we work with described it this way: “The biggest pain point is maintaining up-to-date contact registries across accounts without missing potential customers — and with treasury, the people doing the work aren't the ones with the LinkedIn headline 'Treasury Manager.' They could be titled Senior Accountant or Finance Manager.” Stock databases rarely capture that nuance, but the job-to-be-done is the same: replace the broken spreadsheet.

What signals reveal a company is stuck on manual treasury?

Manual Excel dependency leaves all kinds of digital exhaust. Job postings for “Treasury Analyst” that list “advanced Excel, pivot tables, VBA” and “manual reconciliation” are a dead giveaway. Companies that recently implemented a new ERP (NetSuite, Microsoft Dynamics) but still have no TMS often fill the gap with homegrown spreadsheets. Finance team members venting on forums like Reddit, r/accounting, or niche Slack communities about “spreadsheet hell” are another signal. Publicly available audit findings that cite “lack of segregation of duties in cash management” often point to spreadsheet reliance. A live web search engine can pick up all of these — static B2B contact databases cannot.

When we tested this approach for a client selling cash forecasting software, we ran a prompt on Origami: “Find mid-market companies in the US with 50–500 employees that have open treasury analyst roles requiring advanced Excel, and identify the CFO and VP of Finance.” In under 30 minutes, we had 87 companies, complete with verified email addresses for the top finance leaders. Our client called it “a goldmine of warm leads that I'd never have found on Apollo.”

What roles actually buy treasury software in mid-market organizations?

Don't assume the CFO is always your buyer. In mid-market firms, the Head of Treasury, Director of Finance Operations, or Controller often drive the evaluation. The CFO signs off, but the day-to-day pain lives deeper in the org. Prospecting only C-level will slow your pipeline because those contacts are often insulated from the manual spreadsheet agony. We've found that including roles like “VP of Finance,” “Treasury Manager,” and even “Assistant Treasurer” dramatically improves response rates — these people know the Excel file by name.

A sales leader at a fintech company put it bluntly: “I need to find the guy who's refreshing pivot tables at 10 p.m. on a Friday. That's my champion. Apollo gives me the CFO, but that's not enough.” Origami searches for granular roles across LinkedIn, company websites, and job boards, so you get the full buying committee, not just the generic C-suite list.

How to build a verified list of treasury contacts without manual spreadsheets yourself

Most reps cobble together lists from Sales Navigator, ZoomInfo, and manual Google searches. That's 3–4 tools and hours of copy-paste. The better way in 2026 is an AI agent that does the data orchestration for you. Describe your ICP like you'd tell a colleague: “Mid-market private companies in manufacturing and distribution, based in the Midwest, that have job posts mentioning cash reconciliation or Excel treasury work.” The agent then crawls the live web — job boards, company career pages, industry forums, Google Maps for local offices — enriches each contact with email and phone, and qualifies them against your criteria. You get a clean table ready for outreach or export to your CRM.

A finance-software founder we talked to said he was “spending hours with Apollo trying to filter for treasury roles, but the lists were incomplete. With Origami, I described my ICP and got a clean list in 10 minutes.” That time saving is exactly what gets reps back to selling.

The tools that actually help you find and reach mid-market treasury prospects

Not every tool works for this niche. You need something that can search beyond static databases, identify companies by operational process (not just firmographics), and provide direct contact data for finance leaders. Below is a comparison of the platforms most relevant to this use case.

Tool	Free Plan	Starting Price	Best For	Main Limitation
Origami	Yes (1,000 credits, no card)	Free, then $29/mo	AI-powered live web search that finds treasury teams by process signals (job posts, tech stack clues)	Newer entrant; not a CRM
Clay	Yes (500 actions/mo)	Free, then $167/mo	Enrichment automation if you already have a list of company domains	Requires workflow-building; steep learning curve for non-technical users
Apollo	Yes (900 annual credits)	$49/mo (annual)	Large contact database with sequencing; good for broad outbound	Contact-centric; struggles with niche treasury titles and manual-process signals
ZoomInfo	No	~$15,000/year	Enterprise-grade company and contact data; intent signals	Cost-prohibitive for many mid-market sellers; static database, misses real-time process signals
Lusha	Yes (70 credits/mo)	Free, then $49/mo	Quick contact lookups via browser extension	Limited filtering; better for enrichment than list building
Seamless.AI	Yes (1,000 credits/year)	Free, then contact sales	AI search for direct dials and emails	Data quality varies; fewer signals beyond contact info

Origami stands out here because it understands natural-language descriptions of manual treasury workflows — something no filter-based tool can do. Its live web search sees the job posts, forum complaints, and tech stack hints that signal a company stuck on Excel, while traditional databases only see a company record with “100 employees” and a CFO name.

Outreach strategies that actually get responses from finance leaders

Finance leaders are drowning in generic “save time” cold emails. Your messaging needs to address the specific spreadsheet pain. Use phrases like “when your cash forecast breaks because someone overwrote a formula” or “stop praying the Excel file opens on Monday.” Tie it to their reality. Origami's built-in sequencer can generate personalized email and LinkedIn sequences based on the prospect's actual job context (e.g., referencing a recent job posting for a treasury analyst). Then you send multi-step sequences without leaving the platform.

One of our customers, a VP of Sales at a TMS startup, told us: “Our reply rates jumped from 2% to 8% when we stopped sending generic CFO emails and started targeting treasury analysts with messages about fixing their month-end close process. The lists we got from Origami made that possible because they included the right roles.” That's the power of matching message to the right person.

Should you call, email, or LinkedIn message first?

For mid-market finance, email still works best — but only if it's relevant. Phone numbers are harder to get for non-executive finance roles, but when you do, a short voicemail after an email increases connection rates. LinkedIn is hit-or-miss: many treasury analysts don't maintain active profiles, but VPs of Finance do. Use a sequence that starts with email, follows with a LinkedIn connection request referencing the email, and then a call if you have a direct line. Origami's outreach tooling supports that multi-channel flow natively.

Common mistakes when selling to spreadsheet-worn treasury teams

Don't assume they know what a TMS is. Many mid-market firms have never evaluated one. Frame your value around “automating the Excel you already use” rather than “digital transformation.” Avoid long feature lists; instead, lead with a story of a similar company who eliminated manual reconciliation and saved 15 hours a week. Finally, don't buy stale lists — treasury roles turn over fast, especially in high-growth mid-market. Live web data refreshes the picture every time.

A rep we work with in the AP automation space summed it up: “We used to blast 1,000 emails from a static ZoomInfo list and get 3 replies. Now we send 200 highly targeted emails to finance leaders at companies showing manual-process signals, and we get 15 conversations.” That's a 5x better outcome with less volume.

Next step: get a targeted treasury list in minutes instead of hours

The mid-market companies that still run treasury on Excel are your highest-converting prospects — they feel the pain every close cycle. Instead of stitching together tools and manually hunting signals, let an AI agent do the heavy lifting. Start with a free Origami account, describe your perfect treasury ICP in one sentence, and see the list populate. Then use the built-in sequencer to start conversations. Spend your time selling, not spreadsheet-patching your own prospect data.