If you searched for customer stories for cavallo.com, you want more than a marketing brochure — you want to know what real distributors actually gained after adopting Cavallo’s profit-maximization software. Cavallo builds AI-driven tools for wholesale distributors that plug into ERP systems like Microsoft Dynamics 365 Business Central, NetSuite, Acumatica, and SalesPad, and its public customer accounts tell a surprisingly concrete story: hours saved, errors slashed, and margins lifted.
Important clarification first: this is Cavallo the software company (cavallo.com) — not cavallo-inc.com, which sells horse hoof boots. The customer stories for cavallo.com below are all about distributors using Cavallo’s automation and profitability platform.
Why Customer Stories for Cavallo.com Matter
Distribution runs on thin margins. When a distributor can’t see which orders actually make money, low-margin work quietly slips through, and staff burn hours moving documents between systems by hand. The customer stories for cavallo.com are valuable precisely because they describe these everyday problems in the customer’s own words — and the measurable before-and-after.
1. Dillon Group: 10 Hours a Week Back
Khrystyne Olsen of Dillon Group used Cavallo’s Automation Agent to move documents through the workflow automatically. She reports saving at least 10 hours a week that used to go to manual order entry — and no longer needs to wake up at 5:30 AM just to get orders entered before the workday begins.
That is the kind of gain distributors notice immediately: not a dashboard abstraction, but a workday that starts at a normal hour.
Source: cavallo.com — 3 Reasons Why You Need Cavallo Workflow
2. Miller Welding Supply: From 3 People All Day to 1 Person in 3 Hours
CEO Mike Clay described a purchasing process that used to consume three employees for their entire day inside a legacy system. After Cavallo, the same work takes one person just three hours.
For a distributor, that is not a marginal improvement — it is roughly a 90% reduction in the labor that process demands, freeing experienced staff for work that actually needs judgment.
Source: cavallo.com — 3 Reasons Why You Need Cavallo Workflow
3. ToolMatics: Stopping Low-Margin Orders Before They Ship
ToolMatics, running Cavallo for Microsoft Dynamics 365 Business Central, puts it bluntly: “Cavallo provides much better visibility into order profitability than Microsoft Dynamics 365 Business Central does on its own. We are stopping low-margin orders that used to get through.”
That visibility showed up in the financials — the company reports a significant gross-margin increase after adoption. This story captures Cavallo’s core pitch: your ERP tells you what happened; Cavallo tells you which orders are worth doing.
Source: Technology Record — Supercharging Microsoft Dynamics 365 Business Central
4. Valor Offroad: Knowing Which Customers Need Attention, Weekly
Paul Guebara, partner at Valor Offroad, uses Cavallo’s Profit Max Platform to see churn risk and account health at a glance. His sales team knows every week exactly which customers need attention and can step in proactively to protect revenue — instead of reacting after an account has already left.
Cavallo’s platform claims 92%-accurate customer retention insights, and this story shows what that number means in practice: fewer surprise losses, more saves.
Source: PR Newswire — Cavallo Enhances Profit Max Platform
5. Pete Eardley: From 12 Clipboards to a Smartphone Command Center
Pete Eardley — whom Cavallo calls “Cavallo Customer #1” — grew his wholesale distribution business from 12 physical clipboards on a wall to a command-and-control center on his smartphone. He described distribution management before workflow automation as “a daily exercise in firefighting.”
Few images capture the industry’s digital transition better: paper on a wall one year, a phone that runs the business the next.
Source: Let’s Talk Supply Chain — Escaping a Black Hole
The Numbers Cavallo Reports Across Customers
Beyond individual accounts, Cavallo publishes aggregate results its customers report:
- Manual errors down 90% and order processing times down 80%
- 2–10x increase in pre-tax profit (reported in connection with its Acumatica integration)
- Average 9.5% boost in gross profit margins across customers
As with any vendor-reported figures, treat them as directional rather than guaranteed — but they are consistent with the pattern in the named stories above: less manual work, fewer bad orders, better margins.
What These Stories Have in Common
Three threads run through every account:
- Manual work disappears first. Order entry, document movement, and purchasing grind get automated before anything fancy happens.
- Visibility comes second. Once the work flows cleanly, distributors can finally see order-level profitability — and act on it.
- Margins follow. Stopping low-margin orders and protecting at-risk accounts is where the money shows up.
That sequence matters for anyone evaluating the platform: the software earns trust on the boring stuff (automation) and pays off on the strategic stuff (profit decisions).
Frequently Asked Questions
Which Cavallo is this about?
These customer stories for cavallo.com are about Cavallo the AI profit-maximization software company for wholesale distributors — not the horse hoof boot company at cavallo-inc.com.
What ERP systems does Cavallo work with?
Public customer stories mention Microsoft Dynamics 365 Business Central, NetSuite, Acumatica, and SalesPad integrations.
Do the customers report real numbers?
Yes — named customers report figures like 10 hours saved weekly, a 3-person-day process cut to 3 hours, 90% fewer manual errors, and gross-margin increases. Cavallo also cites an average 9.5% gross-margin boost across customers.
Is Cavallo only for large distributors?
The stories span small operators (a distributor running from a smartphone) to mid-size companies, which suggests the platform targets a range of wholesale distributors rather than only enterprises.
The Bottom Line
Customer stories for cavallo.com paint a consistent picture: distributors drowning in manual order work and blind to order-level margins use Cavallo to automate the grind, see profitability clearly, and stop the orders and churn that quietly cost them money. The named accounts — Dillon Group, Miller Welding Supply, ToolMatics, Valor Offroad, and Pete Eardley — make the pattern hard to dismiss as hype.
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