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Conversational Video Capacity Planner

Model fixed-duration conversational-video starts against finite concurrency, shift hours and an explicit burst with rejected-start counts.

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How to use Conversational Video Capacity Planner

Average concurrency can hide a burst that exceeds a real limit. Compare a declared shift scenario with a separate evenly spaced burst before promising session capacity.

  1. Enter a checked concurrency limit and measured or explicitly hypothetical fixed session duration.
  2. State the offered shift rate, operating hours and a separate burst arrival count/window.
  3. Inspect rejected starts and sessions continuing after closing, then validate with actual authorized capacity tests.

Good to know

  • Each scenario uses evenly spaced arrivals starting at zero, constant duration and no queue. Busy starts are rejected. Arrival/end ties reuse the freed slot; accepted sessions may finish after the arrival window.
  • At most 100,000 shift arrivals, 10,000 burst arrivals and 10,000 concurrent sessions; shift length at most 24 hours. Whole shift arrival count is floored from rate × hours.
  • This is not a probabilistic queueing model, measured provider throughput, latency forecast, SLA or guaranteed reservation capacity.
  • Each field is limited to 8,000 UTF-16 characters; CSV inputs use the exact displayed header and at most 100 data rows. Quoted commas, doubled quotes and quoted newlines are supported. Empty/duplicate identities, unsupported controls and unpaired surrogates are refused.
  • Exports are editable review records. Spreadsheet-like text is apostrophe-prefixed in CSV to reduce formula execution risk; inspect your actual spreadsheet/import settings before sharing.
  • Everything runs locally in your browser. No AI model, upload, provider account, calendar, call, video render, automatic outreach, publication or saved input. Enter only information you are authorized to process; declarations remain unverified.

Research behind this workbench

These cases explain the business mechanism. The workbench is ToolJovia's independent adaptation, not a claim about the company's internal workflow or an endorsement.

Common questions

Does average offered concurrency predict how many customers will wait?

No. This scenario has no waiting queue. It explicitly reports rejected starts under deterministic arrivals; real arrival variation and service times can differ.

Does the shift include sessions that end after closing?

Accepted starts do. The report separately counts them so an operator can enforce a stricter last-start policy outside this model.

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