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Use case: AI in sales

Quotes in Hours Instead of Days?

This Is How Sales Works with schnell.digital AI Kit

For sales leaders and inside sales teams in project business who need to be faster than the competition.

Vertrieb mit schnell.digital AI Kit

What studies show about time in sales

of their working time is what sales reps spend on actual selling, on average.[1]
40%
less time for tender documents is possible with automation.[2]
⅔
B2B buyers buy from the vendor they spoke to first.[3]
3 in 4

At a Glance

Strukturierte Vertriebsprozesse mit schnell.digital AI Kit

In project sales, whether mechanical engineering, plant engineering, or complex services, speed is everything. Whoever delivers a clean quote first, wins.

But Excel lists, coordination loops, and copy-paste processes drag quotes out unnecessarily and cost revenue.

With the schnell.digital AI Kit, the AI platform for mid-sized businesses, you bring quote knowledge, pricing logic and templates together in one place.

Quote drafts are ready in minutes, copy-paste errors become rarer, and your sales team gains time for what counts: closing deals.

Does This Sound Familiar?

A customer sends an inquiry in the morning and expects your quote soon. It's not an unusual project, and yet you know: this will take a while again. A detailed tender response takes around 24 working hours on average.[4] You gather information, coordinate and check. Every follow-up question and every correction loop drags the quote out further.

Time you don't have. And the fear grows that the competition is faster.

You know you lose deals when you're too slow. And every lost customer means less revenue, less commission …

Speed isn’t a „nice-to-have“ – it’s the deciding factor.

Searching old quotes, checking price lists, clarifying questions via email, aligning versions. This is the typical process at many mid-sized companies. And a common reason why quotes often don't reach the prospect until days later.

Then there are errors: Manually created quotes are error-prone, especially with complex configurations. Outdated price lists, forgotten options or transfer errors lead to recalculations, uncertainty with every quote you send, and damage to your reputation. While you are still working on the quote, the competition responds. And that has consequences: around three in four B2B buyers buy from the vendor they spoke to first.[3]

In other words: In many cases, it's not the better quote that wins, but the faster one. And no one can afford to be too slow anymore.

Around 24 Hours Per Quote

That's how much working time goes into a detailed tender response on average.[4]

Errors From Copy-Paste

Outdated price lists, forgotten options and missing checks cost you recalculations and trust.

3 in 4 Buy From the First Vendor They Talk To

B2B buyers usually buy from the vendor they spoke to first.[3]

Status quo

Many companies try it this way:

  • –Even more Excel spreadsheets.
  • –Small custom automations.
  • –AI experiments that fizzle out in daily work.

All these attempts are based on the firm belief that AI can accelerate sales processes.

But the fundamental problem remains:

Knowledge lives in people’s heads, emails, and old files.

It’s there – but not reliably accessible, not repeatable, not scalable.

And that’s exactly where the real problem begins …

schnell.digital AI Kit

What if:

  • Knowledge is consolidated
  • Logic is stored
  • Processes run reproducibly

Because Excel is not a system. Copy-paste is not a process. And ChatGPT doesn’t answer calculation logic.

What’s missing is a central place where your existing knowledge is clearly structured and accessible for everyone at any time.

Just imagine …

There was someone who consolidates knowledge in one central place, reproducible and accessible at any time?

Someone who takes tedious busywork and Sisyphean tasks off your plate in sales?

And someone who ensures that quotes go out the same day – professional, consistent, and without second-guessing?

Someone like the schnell.digital AI Kit, working in the background.

That’s exactly what this is about.

That’s exactly why we built schnell.digital AI Kit.

schnell.digital AI Kit in Sales

Your Results After Just a Few Weeks

With schnell.digital AI Kit, your sales routine changes noticeably:

Budgeting in Hours, Not Days

Field sales can immediately provide a reliable budget range on-site. Inside sales delivers a consistent quote the same day.

Significantly Lower Error Rate

Automatic checks reduce forgotten items and calculation errors. Subsequent corrections become the exception.

Better Chances of Winning the Deal

Because you're faster than the competition and have more time for real customer work. This pays into your reputation and your revenue.

In short:

  • – Quotes in hours instead of days
  • – Consistent quotes, regardless of who handles them
  • – More deals, more revenue, more predictability

And above all:

No more lost deals because you were too slow.

schnell.digital AI Kit brings structure and speed to your sales

How schnell.digital AI Kit Steps In

schnell.digital AI Kit automatically prepares incoming inquiries, enriches them with relevant company knowledge, and provides pricing logic, texts, and options in a structured way.

Quotes no longer emerge from nothing – but on the basis of what you already have in your company:

  • Historical quotes, price lists, calculation logic, and experience knowledge are consolidated in a centrally accessible knowledge base.
  • Quote workflows are defined in plain language.
  • Budget checks and templates work together instead of side by side.

Turning your sales process into a system

Knowledge in the AI Kit: knowledge bases such as historical offers and product specifications bundle your offer know-how.

01

Consolidate Knowledge

Historical quotes, price lists, and calculation logic become centrally accessible – without adding another tool.

Sales Offer Agent in the editor: model, knowledge bases and tools set up in plain fields.

02

Define Workflows

Budget checks and quote templates are defined as automated workflows – no codes, no prompting, expressed in your language.

Form of the Sales Offer Agent in the Inbox, which sales uses during the pilot.

03

Pilot & Rollout

Pilot launch with 2–3 product groups, then rollout across the full portfolio – no programming, no large IT project.

Pilot in 6 to 8 weeks from project start.

What this looks like in the AI Kit

The Sales Offer Agent delivers the first draft

In the schnell.digital AI Kit, the AI platform for mid-sized businesses, a Sales Offer Agent does the groundwork. Sales enters the requirements, the agent finds matching line items in past offers, calculates the budget and places the draft as a Word file in the Inbox. Each line item shows which offer the price comes from.

Input from sales

New office for 12 employees from January: 12 height-adjustable workstations, one meeting room for 8 people, acoustics in the open-plan area.

Turned into an offer draft with line items and budget

Offer draft in the AI Kit Inbox: line items with article, quantity, unit price, total and the past offer each price comes from.

Before and after: sales with the schnell.digital AI Kit

❌ Starting PointWith schnell.digital AI Kit✓ Result
Quotes take days due to coordination loops & correctionsQuotes in minutes through structured AI workflows & templatesFaster than the competition, close rate rises
Knowledge is scattered across heads, PDFs, Excel lists, emailsCentral knowledge base with context-aware answersAnswers to pricing and calculation questions are instant – clean & error-free
Copy & paste eats time on every quote & is error-proneStandardized quote logic through reusable templatesFewer follow-ups & error corrections, more time for acquisition, selling & relationships
Sensitive customer data ends up in external US cloud toolsDE hosting/on-premise as additional protection for sensitive projectsSecure & GDPR-compliant – without compromise

What Does It Cost You NOT to Use schnell.digital AI Kit?

The real question isn't what schnell.digital AI Kit costs. It's what it costs you to keep going as you are.

What slow quotes can cost you

Example calculation with assumptions
quotes
€
%
%

Lost revenue per year

€1,125,000

Quotes × order value × win rate × share of lost orders

For comparison: around three in four B2B buyers buy from the vendor they spoke to first.[3]

All prefilled values are assumptions. Enter your own numbers. The prefilled values describe a mid-sized project sales team with 500 quotes a year. You are best placed to estimate the share of orders you lose because quotes take too long.

And that's just the speed factor.

Then there are errors:

Assume 10% of your 500 quotes need a correction, and each one costs €5,000. That's €250,000 a year. Both values are assumptions, so use your own.

On top of that come internal correction loops, recalculations and price concessions.

Not to mention the loss of customer trust.

And then there's the time factor.

On average, sales reps spend only around 40% of their time selling.[1]

0%40%100%

The rest goes into admin, coordination and documents instead of bringing in revenue.

That means:

You invest in experienced sales professionals and deploy them largely for routine tasks.

These opportunity costs aren't theoretical. They're in your P&L.

And they grow with every additional quote.

What Your Sales Day Could Look Like with schnell.digital AI Kit …

Morning

You start the day in good spirits. Because you know: your inbox is nearly empty. Inquiries have already been prioritized, prepared, or answered. You focus directly on the important cases.

Late Morning

A customer inquires in the morning and before lunch, a professional quote is on their desk. Personalized. Consistent. Without a coordination marathon.

At the Client

You're on-site with a customer. They're very interested and want a quote. Instead of saying „later,“ field sales immediately provides a reliable budget range because pricing logic isn't locked in individual people's heads but systematically available.

New Employees

Instead of constantly asking questions and pulling experienced colleagues away from selling, new team members independently answer quote and calculation questions after just a short time – without having to interrupt anyone.

Result

Your sales team spends the majority of its time doing what you hired them for: convincing customers. Winning projects. Building relationships. No copy-paste loops. No Excel chaos. No lost deals just because you were too late. You no longer have to wonder whether AI can work for your company. Instead of scattered AI experiments and tool chaos, it now runs in the background. With processes that speak your language and noticeably take the load off sales. And suddenly everything just works. Regardless of whether someone is absent or leaves. The knowledge stays in the company, accessible and usable for everyone. Dependencies decrease. What you notice: close rates rise. Numbers become more predictable. Sales capacity is finally used for revenue, not for searching, follow-ups, and typing. You no longer talk about whether you could be faster. You already are. Trust grows. And you're able to fully realize your potential and scale your business, without extra work and without additional staff.

How Much Revenue Are You Losing Because You're Too Slow?

The 5-Minute Process Check shows you whether there's untapped potential in your sales processes and how to activate it, so you're back at the front of the pack.

Being faster isn't optional. It's your biggest competitive advantage in sales.

Start the process check

Free · 5 Minutes · No Obligation

Prefer to see the AI Kit live right away? Book a demo →

Sources

  1. [1] Salesforce, 2026: State of Sales
  2. [2] McKinsey, 2020: Sales automation: The key to boosting revenue and reducing costs
  3. [3] 6sense, 2025: B2B Buyer Experience Report
  4. [4] Loopio, 2020: RFP Response Management Benchmarks & 2020 Trends

Example calculations are based on assumptions stated right next to the calculation. All images are screenshots of a sample tenant.