Learnings in B2B Sales

After spending months building Recerc and talking with B2B sales, operations, and pricing teams, a few patterns keep showing up with surprising consistency.

The industries change. The catalog changes. The ERP changes. But the commercial friction points are often the same.

1. B2B sales still depends on too much manual coordination

In many companies, the visible commercial stack looks modern enough. There may be an ERP, a CRM, maybe a portal, maybe even some automation.

But when you watch how a quote actually gets created and approved, the work still happens in:

• Excel files,
• email threads,
• WhatsApp conversations,
• PDF attachments,
• and internal follow-up that depends on specific people remembering what to do next.

That creates delays that are easy to normalize because they have existed for so long.

2. A large share of seller time is still spent on operational work

One of the most consistent observations is how much of an account executive's week goes into tasks that do not require real selling skill:

• preparing quotes,
• asking for approvals,
• chasing internal answers,
• updating records,
• or reformatting information for the customer.

In some teams that can consume 30% to 50% of the role. When that happens, the commercial organization starts paying experienced sellers to do coordination work.

3. The cost is not only inefficiency

The obvious problem is time. The less obvious problem is lost commercial quality.

When teams are overloaded with administrative work:

• proactive selling gets pushed back,
• account planning becomes superficial,
• customer-specific opportunities are missed,
• and managers see less of the real pipeline risk until it is already late.

So the issue is not just productivity. It is lost growth.

4. Digital channels often fail because they are disconnected from the sales team

Many companies invest in portals or e-commerce layers expecting customers to move online. Some do. But complex deals, negotiated terms, and edge cases still come back to the seller.

That is why the better model is not "replace sales with a portal." It is to connect:

• the customer-facing experience,
• the seller workflow,
• and the operational systems behind the commercial process.

If those pieces are separated, each new tool adds more friction instead of removing it.

5. AI is most useful when applied to structured commercial workflows

The strongest AI use cases in B2B sales are not vague assistants with no context. They are systems that operate on top of defined commercial logic:

• quote generation,
• next-step recommendations,
• customer follow-up,
• pricing guidance,
• or document and request interpretation.

AI becomes valuable when it sits inside the workflow, not beside it.

What we built Recerc to do

These learnings shaped the product in a very practical way. Recerc is built to help teams:

1. Centralize the flow from quote to commercial execution around the logic of the business.
2. Automate quoting, follow-up, and repetitive tasks that consume seller time.
3. Give managers and teams better visibility into what is moving, what is blocked, and where to act next.

That is why our product direction keeps converging around B2B quoting, customer portals, pricing and discount governance, and ERP-connected sales workflows.

Final takeaway

The biggest lesson is simple: most B2B sales teams do not need a radically different sales motion. They need the same motion to run with more structure, better data, and less manual drag.

That is the gap we are working on. If your team is trying to modernize quoting, approvals, or the customer buying experience without losing commercial control, that is the conversation Recerc is built for.