AmbitRequest a Pilot
QA Analytics for Egyptian Call Centers

Stop making decisions based on 3% of the truth.

Ambit turns every call into structured, measurable insight so QA and coaching can finally scale.

  • Call summary with sentiment and confidence
  • Flagged compliance and coaching issues
  • Agent score with rationale

All in under 10 seconds per call. Your audio stays in-region.

Request a PilotSee how it works

Free 2-week pilot on 1,000 of your own calls.

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Gain insights from the recordings you already keep.

Typical Contact Center3% reviewed · 97% unseen
With Ambit100% analyzed

Same process, completely different scope. Coaching, compliance, and customer signal all live in the 97%.

01

Send a sample batch

Drop 1,000 recordings (WAV or MP3) into a private bucket we provision in the region you choose. No SDK, no API work on your side.

02

Transcribe

Egyptian Arabic transcripts built dialect-first. Not MSA models with a filter on top.

03

Score

Every call returns a structured QA report. Summary, sentiment, flagged issues, and agent score with rationale.

Your QA team's job, at the scale of your call volume.

A live read on every agent, every issue, every compliance flag, updated with every call that comes in.

Mock view for illustration. Your dashboard reflects your own calls, agents, and issue taxonomy.

Built for Egyptian audio. Built for the full QA workflow.

Generic speech-to-text gives you raw MSA text. Someone still has to read it and analyze it. Ambit gives you a finished QA report.

Generic Speech-to-Text

لضمان جوده الخدمه نرجو منكم عدم الرد على مكالمتك عميلنا العزيز لضمان جوده الخدمه نرجو منكم عدم الرد على مكالمتك عميلنا العزيز لضمان جوده الخدمه نرجو منكم عدم الرد على مكالمتك عميلنا العزيز لضمان جوده الخدمه نرجو منكم عدم الرد على مكالمتك عميلنا العزيز لضمان جوده الخدمه نرجو منكم عدم الرد على مكالمتك عميلنا العزيز

Raw hallucination loop on real Egyptian audio. The kind of failure mode that only shows up on real call-center recordings.

Real Ambit Output
Summary

Customer called requesting immediate activation of a USB internet modem purchased from an Etisalat branch. Agent initially could not provide a resolution timeframe, citing ongoing system updates. Customer pushed back on the lack of transparency. Agent eventually resolved by subscribing customer to a 25 EGP data package.

Sentiment
Negative · confidence 0.9
Key Issues
  • USB modem activation failure
  • Lack of transparency about system issues at point of sale
  • Agent's initial inability to provide a clear resolution timeframe
  • Customer frustration with vague “call back later” response
  • Urgent customer need for internet access
Agent Score
5 / 10

Polite but initially failed to identify the core issue. Resolution was eventually reached but the process was inefficient and lacked empathy for the customer's urgent need.

  • Fine-tuned for Egyptian Arabic vocabulary and pronunciation. Not MSA with a filter on top.
  • Code-switching handled. “router,” “account,” “online” come through the way agents actually say them.
  • Built for call-center audio. Hold music, IVR tails, transfer beeps, overlapping speech.
  • Industry vocabulary across telecom, banking, and e-commerce.

Pilot and production both run in a region of your choice. Ambit can deploy in-country for clients with Egyptian data obligations under Law 151 of 2020.

Try Ambit on your own calls.

Two-week pilot. 1,000 of your calls scored, in the region of your choice.

  • We provision a private bucket in your region (Egypt or GCC). You drop in 1,000 recordings on your own schedule.
  • You get back transcripts, scores, flagged issues, and a summary of what stood out.
  • No contract, no credit card. If it's useful, we talk pricing. If not, you keep the output.

Production deployments can run in-country under Law 151 of 2020.

Request a Pilot