customer experience

AI Maturity in CX: Why Hybrid Models Are Winning in 2026

AI Maturity in CX: Why Hybrid Models Are Winning in 2026

AI, Application Development, Customer Experience, Enterprise IT Strategy /

The Liveops 2026 AI Maturity Benchmark surveyed 815 enterprise executives and found that only 6% prefer fully autonomous AI in customer experience environments. Most enterprises sit in mid-maturity stages, and organizational readiness has overtaken technology capability as the primary transformation barrier. ECI Research examines what this means for CX investment strategy and AI platform design.

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Vapi's $50M Series B: The Enterprise Voice AI Infrastructure Play

Vapi’s $50M Series B: The Enterprise Voice AI Infrastructure Play

AI, Application Development, Enterprise Software, Machine Learning, MarTech /

Vapi has closed a $50M Series B and crossed 1 billion calls served, with Amazon Ring, Intuit, and New York Life among its enterprise customers. ECI Research analyzes why this funding round signals a shift in how enterprises are operationalizing voice AI, and what the governance roadmap means for IT decision-makers and developers evaluating the space.

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Twilio Signal 2026: The Unified Communications Platform Bet

Twilio Signal 2026: The Unified Communications Platform Bet

AI, Application Development, Authentication, DevOps, Events, Twilio Signal 2026 /

At Signal 2026, Twilio repositioned itself from a channel API vendor to a unified communications platform with AI orchestration, cross-channel memory, and agentic developer tooling at its core. The move addresses enterprise demand for seamless, personalized customer interactions without the overhead of fragmented infrastructure. ECI Research analysis examines the business case, competitive dynamics, and what comes next.

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Twilio Conversations: Analyst Take on the Agent Infrastructure Play

Twilio Conversations: Analyst Take on the Agent Infrastructure Play

AI, Application Development, DevOps, Enterprise Software, Twilio Signal 2026 /

Twilio announced Conversations, a new platform layer comprising four products: Conversation Orchestrator, Memory, Intelligence, and Agent Connect. The suite targets the fragmentation problem that stalls conversational AI deployments at production scale. ECI Research analysts examine who wins, what it means for developers and ITDMs, and where the roadmap goes next.

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