The AI Record

Topics / Customer support

Does AI customer service cut the cost of support?

Cost per contact, cost to serve and support spending that organizations tie to AI.

Explore with your AI assistant

ChatGPT (opens in a new tab)Claude (opens in a new tab)Perplexity (opens in a new tab)Grok (opens in a new tab)

Opens a new chat with a prompt that points the assistant to this archive. What it writes is its own, not the archive's: check any quotation on its passage page before you rely on it. Or add the archive to your assistant as a connector: https://the-ai-record.com/mcp (how).

6 passages from 5 organizations; 6 checked against the source. The page states no conclusion: these are the organizations' own words.

We were able to hold gross margins at a relatively consistent level quarter over quarter while Sidekiq usage scaled, which reflects some cost efficiencies in support

Jeff HoffmeisterChief Financial Officer · Executive, Shopify

Earnings call: earnings call transcript via Platform Aeronaut (third-party transcript site), earnings call transcript via Platform Aeronaut (third-party transcript site), August 5, 2026.

Checked against the source [ Grade A ] Said in the last year Shopify: $11.6 billion revenue, FY2025 Passage page

AI is transforming how we operate: Over the past three years, AI has helped us reduce cost to serve by nearly 30% and increase ARPAM by 23%, all while improving customer satisfaction. AI has also meaningfully increased internal productivity: we have boosted developer throughput, cut code review time, and more than doubled marketing creative output while reducing production costs.

ChimePublished by the organization itself (regulatory filing), no named author

Regulatory filing: Chime Financial, Inc. Q4 and full year 2025 results (Form 8-K, Exhibit 99.1), SEC EDGAR, February 25, 2026, at Fourth Quarter and Full Year 2025 Highlights.

  • 30% cost to serve reduction, past three years (to 2025). Level not stated
  • 23% arpam increase, past three years (to 2025). Level not stated

Checked against the source [ Grade A ] Said in the last year Passage page

Between the year ended December 31, 2022 and the year ended March 31, 2025, we reduced our support costs per Active Member by 60% and fraud loss rates by 29%. These improvements did not come at the expense of the member experience, either, as we doubled our member support satisfaction scores from the first quarter of 2022 to the first quarter of 2025.

ChimePublished by the organization itself (regulatory filing), no named author

Regulatory filing: Chime Financial, Inc. prospectus (Form 424B4), SEC EDGAR, June 12, 2025, at Business, Member Support.

  • 60% support cost per active member reduction, 2022 to March 2025. Level not stated

Checked against the source [ Grade A ] One to two years old Passage page

Then there's Vertex. This is our customer service agent, … Vertex costs us $300 a month in infrastructure, plus 12,000 in tokens. It's $150k a year. It operates at significant scale, handling thousands of technical cases a week. And three engineers work on it, three. We started with an off-the-shelf solution, but weren't seeing enough results. We built something … in two months and had it in production.

Jeanne DeWitt GrosserChief Operating Officer, Vercel · Executive, Vercel

Context. Vercel's COO describes Vertex, the internal customer service agent behind its help page, as an example of building rather than buying.

Talk: Going from 10 to 1 SDRs. How We Deployed AI Across our Sales Org with Vercel's COO, SaaStr AI (YouTube); talk at SaaStr AI Annual 2026, November 4, 2026, at 16:21.

  • $150,000 support agent annual run cost, per year, as spoken
  • 3 people support agent engineers, as of the talk, 2026
  • 2 months support agent build time, as spoken

Checked against the source [ Grade B ] Said in the last year Vercel: $600 million revenue, annualized, as of 2026-10 Sells AI tools Passage page

We expect this leverage to be partially offset by the ramp up in our use of third-party AI models. This reflects a deliberate choice to prioritize company-wide adoption over cost optimization at this stage. This investment is contributing to cost efficiency across many other expense lines (customer service, for example) as well as helping us to generate incremental revenue (in Acquiring and Advertising, for example).

Mercado LibrePublished by the organization itself (regulatory filing), no named author

Regulatory filing: MercadoLibre, Inc. Q1 2026 results (Form 8-K, Exhibit 99.1), SEC EDGAR, May 7, 2026, at Costs and expenses, Product Development.

Checked against the source [ Grade A ] Said in the last year Passage page

JSON: /api/v1/topics/support-cost.json