Twilio Inc. (TWLO) presented its evolving AI strategy at the Goldman Sachs Communacopia + Technology Conference on Tuesday, September 8, 2026, highlighting a three-layer platform model that ties communication channels to a contextual data layer and AI agents built on top.
Shares fell 3.04% to $225.89 in regular trading and settled at $225 in after-hours trading, down 0.39% from the close. The stock has climbed 114% over the past year and 82% over the past six months, trading within a 52-week range of $98.44 to $258.35.
Chief Product Officer Aidan Viggiano said the company is increasingly focused on making communications more valuable rather than merely connecting customers to end consumers. He emphasized a shift toward platform efficiency and ROI-driven decision-making under CEO Khozema, who brings a strong financial background to the role.
"We're much more focused now," Viggiano said. "We're much more focused on platform efficiency to help us drive innovation velocity. We're very ROI-focused."
Twilio's platform is organized around three layers: communication channels — including messaging, voice, email, and over-the-top services like WhatsApp — a contextual data layer, and AI agents that operate across those channels using the context layer. Chief Technology Officer Inbal Sivan described the approach as making AI agents "more effective, more productive, more accurate" by grounding them in rich conversational history.
Financial results for the trailing twelve months showed revenue growth of 18%, gross profit margin of approximately 49%, and operating expenses flat to down from 2023 through 2025. Management projected only a modest increase in operating expenses in 2026 to support new product launches. More than five percent of organic revenue has come in above expectations in each of the last two quarters, though management signaled a likely return to a normal historical range of 2% to 4%.
Messaging, which accounts for roughly 60% of total revenue, grew 18% in the first half of the year and 28% when including new U.S. carrier fees. Voice products grew over 20% in the second quarter, split roughly evenly between increased channel minutes and software add-ons. A horizontal agentic builder customer escalated spending from the low hundreds of thousands per quarter to $1.5 million per quarter over 18 months, shifting from an all-connectivity model to approximately two-thirds connectivity and one-third software add-ons.
The Twilio Console, launched in May at the Signal conference as a unified entry point, has seen conversion rates up about 90% relative to the legacy platform after three to four months. The console provides a single billing interface, AI guidance, a developer playground, immediate experimentation credits, and carrier-compliance assistance for messaging campaigns.
Sivan noted that voice AI production use remains in early stages, constrained by hurdles in accuracy — including infrastructure, interpretation, and turn detection — trust issues around identity verification and kill-switches, and evolving regulations on data storage and retention. She also observed that the concept of a developer is changing as the cost of building declines, broadening the pool of users who can integrate Twilio's services.
Twenty-three analysts have revised earnings estimates upward for the upcoming period, according to InvestingPro data, which also assigned Twilio a financial health score of 3.32 out of 5, rated "great."
