May 20, 2026
8×8 Usage Revenue Hits Record High While AI Volumes Surge and Per-Seat Era Fades
8×8 has closed its fiscal year with four consecutive quarters of revenue growth, and Q4 FY2026 reveals AI is handling interactions that used to require human agents, while the pricing models built around those agents are changing with it.
The headline figure from the quarter is the explosive growth of 8×8’s usage-based segment, which includes CPaaS communications APIs, AI solutions, and digital channels. The segment now accounts for approximately 23% of total service revenue, up from 14% a year prior. The company CEO Samuel Wilson said this as a direct consequence of AI agents handling volumes of voice and digital interactions that previously required human agents.
“Going to a customer today and saying, ‘I need you to forecast how many voice AI interactions you’re going to do one year from now,’ is, I believe, fundamental lunacy,” Wilson told analysts. “They think it’s fundamental lunacy too.”
This has pushed 8×8 toward a zero-commitment, per-interaction pricing model with discount tiers for customers willing to commit.
Engage, AI Studio, and an Open Orchestration Layer
Two product milestones dominated the Q4 narrative. 8×8 Engage, which extends customer engagement capabilities beyond the traditional contact centre to frontline sales and operational teams, reached general availability in March. Wilson cited engagement interactions rising 300% over the prior-year period, though he was notably circumspect about whether Engage is a CC or UC product. “The walls are coming down between these segments,” he said.
The second is AI Studio, 8×8’s native agentic AI tool that allows customers to build and deploy AI-powered voice and digital agents directly on the platform using natural language promptS, no specialist engineering required. Initial deployments are being seeded with free usage credits, which Wilson acknowledged compresses early-stage gross margins but mirrors the standard curve for any new product.
Underpinning both is an open orchestration architecture, deliberately distinct from the closed ecosystems of larger platform competitors.
Customer Wins With Direct CX Relevance
Several Q4 customer wins illustrate where the demand is coming from. A US insurance company replaced two contact centre competitors with a full UCaaS and CCaaS deployment after evaluating six vendors. A healthcare organisation operating over 100 locations deployed an omnichannel solution integrating voice, SMS, web chat, and Salesforce for patient communications. In the Philippines, a bank chose 8×8 specifically to bolster authentication and fraud prevention ahead of new compliance requirements.
The wins share a common thread, which is consolidating vendors, not adding them. Wilson pointed to analyst data suggesting 67% of CFOs and CIOs are actively trying to reduce their vendor count.
The Cost of Usage
Usage-based products are cheaper for customers but also cheaper for 8×8 to deliver, they just generate a lower profit percentage per dollar of revenue than the company’s traditional subscription business. As usage grows, that percentage will keep edging down.
8×8 CFO Kevin Kraus said it’s a conscious choice: “We are leaning into where the market is growing and not where the highest gross margin sits today.” The argument is that even at a lower percentage, the sheer volume of usage transactions means more actual profit dollars reaching the bottom line.
There is one cost 8×8 cannot yet control: what it pays AI providers like Anthropic and OpenAI to power its AI products. Those prices shift regularly and are hard to plan around. “We haven’t even started the game yet on token optimisation,” Wilson said, predicting that tools to manage and reduce those costs will emerge over the coming years, which would eventually improve the margin picture on AI products specifically.
