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    88% of AI Voice Projects Never Reach Production: Five Key Decisions

    Posted on May 6, 2026

    José María Lozano
    José María LozanoCEO and co-founder of IACall

    AI Voice in Production

    Executive summary

    Gartner and State of Voice AI 2025 confirm the paradox: everyone pilots, almost nobody scales. Five decisions that separate the winners.

    Gartner reports that 88% of AI agent projects never reach production. Meanwhile, Opus Research's State of Voice AI 2025 sizes the global AI Voice market at $9.4B in 2025, projected to $14.9B by 2028. Five decisions separate the ones that scale from the eternal pilots.

    Why pilots fail

    1. Fuzzy use case.
    2. No baseline metrics.
    3. Poor human handoff.
    4. Half-done CRM integration.
    5. No governance loop.

    FAQ

    Time to production?

    4 to 12 weeks with a well-defined use case.

    Which KPIs?

    Cost per interaction, resolution rate without human, post-call NPS.

    How to avoid eternal pilots?

    Define go / no-go criteria before starting.

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    Written by

    José María Lozano
    José María LozanoCEO and co-founder of IACall

    José María Lozano is CEO and co-founder of IACall, a Spanish company building AI voice agents that answer phone calls in real time. He works mainly with law firms, accountancy practices, property managers, estate agents, clinics and workshops: businesses where a missed call is a missed opportunity. IACall operates in Spanish, Catalan and Galician, with data hosted in the EU and compliance with GDPR and the EU AI Act.

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