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Deepak Gupta markTechnology Rewired
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Grow cluster · Sales, RevOps

Technology Rewired: Sales and Revenue

Sales software moved from Rolodexes and on-prem CRM to cloud CRM and sales engagement platforms, then to AI scoring and call intelligence. Agents now research accounts, write outreach, book meetings, and update the CRM from calls and email. The relationship, the negotiation, and the commitment to a customer remain human work.

The shift: SDR work automated; CRM updates itself.

Verified
2.4

Supervised agents today
3.3 in five years

How has the sales and revenue team changed across five eras?

  1. Era 1 · On-prem

    Before 2005

    0.1

    Sales was territory reps with Rolodexes, phones, and later on-prem CRM that management used for forecasts and reps avoided. Inside sales made cold calls from lists, and data entry was the price of a commission.

  2. Era 2 · SaaS and cloud

    2005 to 2020

    0.8

    Cloud CRM, sales engagement sequences, and data enrichment created the modern pipeline machine: SDRs booking meetings, AEs closing, CSMs renewing, and RevOps running the systems. Volume went up and reply rates went down as every inbox filled with sequences.

  3. Era 3 · AI-assisted

    2020 to 2024

    1.6

    Lead scoring, call recording with transcripts, and AI email drafts arrived. Reps got coaching and suggestions, but still did the research, wrote the message, and updated the opportunity. I covered the early version of this in how AI is changing SaaS sales teams.

  4. Era 4 · Agentic

    2024 onward

    2.4

    AI SDR agents now research accounts, write personalized outreach, handle replies, and book meetings, while CRM agents log calls and update fields without the rep. Results are mixed: more volume can mean worse positioning, which is the point of the cold email inbox audit. The handoff to support is changing too, as I describe in the sales to support handoff.

  5. Era 5 · Next 5 years

    2026 to 2031

    3.3

    My bet: the SDR role mostly becomes agent supervision and targeting strategy, the CRM becomes a system that maintains itself, and AEs spend more time with fewer, better-qualified buyers. Buyers will send their own agents to research and shortlist vendors, so sales teams will sell to machines first.

Which sales and revenue software is being rewired?

No deep dives yet. The first ones are in the queue below.

Coming next

  • CRMwave 2
  • Sales engagement and outboundwave 2
  • Lead enrichment and data
  • Conversation intelligence
  • CPQ
  • Sales enablement
  • Forecasting
  • Partner management
  • Deal desk

Also wired into this category: SOC 2 and Compliance Automation, Help Desk and Ticketing, Customer Onboarding Email.

Keep reading

Essays and analysis

What died (Tech Graveyard)

What comes next (Future Tech)

Comparisons