What does it take to connect an AI voice agent to our scheduling software?
More than API credentials. You need read access to real availability, write access to create the right objects, a mapping from spoken language to your int…
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Voice & Automation
Voice AI, translation and workflow automation.
Why did the AI book a job we couldn't actually cover?
Almost always because it read availability instead of capacity. An open slot on the calendar is not the same as the ability to serve that job: it may need…
How accurate is an AI phone agent at booking jobs?
Accuracy depends far less on the model than on how much ambiguity you left in the booking. Agents are reliable at capturing what the caller said and writi…
Why do AI phone agents still feel robotic even when the voice sounds human?
Because the problem is turn-taking, not voice quality. Humans interrupt, trail off, say "um" mid-thought and expect the other party to wait. A voice agent…
Does voice AI work as well for callers with strong accents or who switch languages mid-sentence?
Recognition quality is not uniform across speakers, and any vendor claiming otherwise is overselling. Accuracy varies with accent, speaking rate, and how …
How do I audit whether our AI receptionist is actually doing a good job?
Do not listen to random calls. Random sampling spends your attention on the calls that went fine. Build a stratified sample from the calls most likely to …
Should the after-hours system book jobs directly or just take a message?
Book only what tomorrow's dispatcher would have booked the same way. That means job types with predictable duration, no skill routing and no parts questio…
We have dozens of automations and nobody knows what they all do. Now what?
You have automation sprawl, and the fix is inventory before cleanup. List every workflow with its trigger, its action, its owner and its last run date. Th…
We put a human approval step into our automation and nobody uses it. What went wrong?
Approval queues fail for four predictable reasons: the volume exceeds the approver's attention, the item does not carry enough context to decide, approvin…
Why does our AI phone agent talk over callers or cut them off mid-sentence?
Almost always endpointing. The system decides a caller is done speaking after a fixed stretch of silence. Real people pause mid-sentence to think, read a …
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