Sales & MarketingComplex automationSeveral jobs working together: multi-stage pipelines with state, branching on rules or AI decisions, approvals or escalations, 4+ systems, AI agents that act, or reconciliation across sources. Usually rolled out in stages.

Discount approvals in minutes, not meetings

For: Packaging supplier

Typical impact

Approvals: 2 days down to 20 minutes

At packaging suppliers, discount approvals often crawl through email threads and hallway chats for days. A rule engine pings the sales director on WhatsApp with approve and reject buttons, so decisions typically land in about 20 minutes, fully logged in the CRM.

Typical results

100%

Decisions with an audit trail

39%

Same-week quote acceptance

1%

Quotes expiring in approval

Figures reflect typical results for this kind of automation.

The challenge

Any quote above the standard discount needed the sales director's sign-off, which meant an email, a reminder, and often a two-day wait while a hot deal cooled. Some reps quietly discounted without approval; others watched quotes expire in limbo. There was no record of who approved what, so margin reviews turned into archaeology every quarter.

Before and after

Before With the automation

Approval turnaround

−99%
48 hours
0.3 hours

Quotes expiring during approval

−92%
12%
1%

Same-week quote acceptance

+56%
25%
39%

The automation

We set up a rule engine connected to the quoting system: every quote is checked against discount thresholds by product line, volume, and customer tier. Anything over the line fires a WhatsApp message to the sales director — deal value, margin impact, customer history — with approve and reject buttons. One tap decides; the decision, timestamp, and optional note write back to the CRM as an audit trail, and approved quotes are released to the customer automatically.

How it works

  1. 01

    Threshold check

    Every quote is tested against discount rules by product line, volume, and customer tier.

  2. 02

    WhatsApp ping

    Over-threshold quotes reach the sales director with deal context and approve/reject buttons.

  3. 03

    One-tap decision

    Approve, reject, or add a note — from the road, in seconds.

  4. 04

    Audit write-back

    The decision, timestamp, and reason land in the CRM automatically.

  5. 05

    Quote released

    Approved quotes go straight out to the customer without another human touch.

Starts from

  • Over-threshold quote
  • Deal & margin data

Delivers

  • WhatsApp approve/reject
  • CRM audit trail
  • Quote released

The impact

Median approval time fell from two days to 20 minutes, and quotes stopped dying in limbo — expirations during approval dropped from 12% to 1%. Same-week quote acceptance climbed from 25% to 39%, and every discount decision now carries a name, a timestamp, and a reason.

Questions about this automation

How are the discount thresholds defined?

Thresholds are set per product line, order volume and customer tier, so a large repeat customer can carry a higher standard discount than a first order. Every quote is checked against these rules when it is created, and only quotes above the line wait for the sales director's approval.

What does the sales director see in the WhatsApp message?

The message shows the customer, the deal value, the requested discount, the margin impact and recent order history, with approve and reject buttons and an option to add a note. The director decides from a phone in seconds, and the rep learns right away whether the quote can go out.

What is recorded for each discount decision?

The decision, the approver, a timestamp and any note are written back to the deal in the CRM, and approved quotes are released to the customer automatically. Quarterly margin reviews can then filter every approved discount by rep, product line or customer instead of digging through old email threads.

Sales & Marketing

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