How ESP Colour cut quoting time by 95% and lifted EBIT by 7%

ESP Colour, a UK-based print service provider with 40+ years in the industry, needed to quote faster without sacrificing accuracy or margin. Their manual process took 30-45 minutes per estimate. As volume grew, the quoting pipeline became their biggest bottleneck. Then they implemented GelatoConnect's AI Estimator, and everything changed. Quoting time dropped to 15 seconds. Volume capacity went from 50 estimates per day to 200+. EBIT lifted by 7 percentage points within 10 weeks.

That's not a proof-of-concept story. That's a real operation proving that AI-driven quoting doesn't just save time. It transforms the economics of a print shop.

The quoting bottleneck that nobody quantifies

Most print shops treat quoting as a cost of doing business. A sales team member or the owner spends 30-45 minutes per job, pulling specs, checking materials, factoring in labor and overhead, building a PDF, sending it over email. At 50 jobs per day, that's 25-37 hours of human labor dedicated to creating quotes, not executing work.

The hidden cost isn't just the time. It's the lost capacity. While your best estimator is generating quotes, they're not selling, not visiting customers, not analyzing profitability. And when that person takes time off, the quoting pipeline seizes. You lose weeks of velocity.

ESP Colour reached a growth ceiling because their quoting process couldn't keep up with sales demand. They were turning away business because they literally couldn't generate estimates fast enough to convert sales. That's a margin problem masquerading as a capacity problem.

AI estimating generates 200+ quotes per day in 15 seconds each

GelatoConnect's AI Estimator generates estimates in 15 seconds. A customer or sales rep inputs job specs, and the system generates a branded PDF quote with materials, labor, overhead, and margin built in. No human estimator required.

For ESP Colour, that speed unlocked immediate capacity. Instead of 50 quotes per day, they now generate 200+ per day. That's a 4x increase in quoting volume without adding headcount. The team that used to spend half their day on estimates now spends 30 minutes, freeing up time for sales strategy and relationship building.

But the bigger benefit was consistency. Manual estimating introduces human bias. One estimator prices generously to win business. Another prices conservatively for safety. Prices fluctuate based on who's doing the quote and what happened in their day. AI generates consistent pricing based on your cost structure, not mood.

Consistent margins across every quote

ESP Colour's first 10 weeks with AI Estimator showed a steady uptrend in margins. EBIT lifted 7 percentage points. That doesn't sound dramatic until you translate it to a print shop's economics.

For a $5M print shop, a 7% EBIT improvement represents an additional $350K in bottom-line profit annually. That's not from selling more. That's from pricing more accurately and consistently.

Manual estimating creates margin leakage. An estimator forgets to factor in setup labor. They apply a discount to close business. They price a complex job at standard rates because they misjudged the complexity. Across hundreds of quotes, those small errors accumulate into significant margin loss.

AI estimating eliminates that variability. Every quote follows the same cost model. Margins are built in by design, not hope. The system learns from your actual production costs and adjusts pricing accordingly.

Hudson Printing: 65% reduction in quoting effort

Hudson Printing, a commercial printer in the US, was the first PSP to deploy GelatoConnect's AI Estimator on their customer-facing website. Customers can generate quotes themselves in real-time without talking to a sales rep.

The result: 65% reduction in human quoting effort. Straightforward jobs are quoted by AI instantly. Complex jobs still get reviewed by Hudson's estimators, but the baseline work is automated. The human team focuses on relationship management and complex problem-solving, not quote generation.

More importantly, Hudson's sales velocity increased because customers don't wait days for quotes anymore. They get instant pricing, which means faster decision-making and higher conversion rates on inbound inquiries.

Inkee: 2x increase in win rates with faster quotes

Inkee, an Italian print service provider, implemented AI Estimator to speed up their quoting process for European customers across multiple languages and regulatory requirements. The result was a 2x increase in win rates on inbound quotes.

Faster quoting means faster follow-up, which means higher close rates. Customers who request a quote expect a response within hours, not days. Inkee's ability to generate and send quotes in minutes instead of hours shifted them from reactive to responsive. That speed advantage translated directly to more business.

Inkee also saw a 3-4x increase in quote volume because the system removed the estimating bottleneck. Sales could generate more quotes without pulling their team away from customer calls.

The financial math of AI estimating

The economics are straightforward. A human estimator costs approximately 60K-80K annually in salary plus benefits. They can generate maybe 50 quotes per day, which equals roughly 12,500 quotes per year.

AI Estimator costs a fraction of that and generates quotes in seconds. You can deploy the same person to generate 200+ quotes per day, or shift them to activities that create more value. Either way, the cost per quote drops dramatically while your volume capacity multiplies.

For ESP Colour, that math meant 7% EBIT improvement and freed capacity to pursue growth without hiring additional estimators.

Key takeaway

Quoting is the slowest, most error-prone step in print production. It's also the step that most directly impacts profit margins. Shops that continue to quote manually are leaving money on the table through inconsistent pricing, lost sales due to slow turnaround, and hours of labor that could be deployed elsewhere. AI estimating software doesn't just save time. It transforms the profitability equation. ESP Colour proved that 15-second quotes, generated at scale, directly translate to margin improvement and capacity growth.

Ready to cut quoting time by 95% and lift margins? Explore GelatoConnect AI Estimator and see how AI-driven pricing transforms your quoting operation. Learn more about the hidden cost of manual quoting.