POLYCORE AI TRANSCRIPTION

Clearing the Backlog:
120 Hours of Bilingual Audio in Just 2 Days

How PolyCore helped clients reduce turnaround time, control cost, and deliver high-quality multilingual transcription under pressure.

01
The Challenge

Smart Scaling: Overcoming the 120-Hour Transcription Crunch

One of our key clients had a backlog of 120 hours of interviews, some conducted in English and some in two languages, requiring transcription into their own template.

Human transcription would have cost at least $15,000 and required around 10 transcribers to finish within one week, with risks around consistency and variable quality.

02
PolyCore Solution & Delivery Metrics

AI Transcription Adapted to the Client Template

PolyCore proposed AI transcription adapting the client’s own template into the final output.

Promised delivery within 2 days at almost 25% of the original cost.

120hHours of interviews
2 daysDelivery timeline
400%Approximate cost saving
0Client comments
On-time delivery, zero comments, and a highly satisfied client.
03
Results & Client Impact

Mission Impossible > Mission Accomplished

Speed

2-day urgent delivery for a high-volume transcription backlog.

Cost Control

Delivered at almost 25% of the expected human transcription cost.

Quality

Adopted the client template into our AI engine to deliver structured output with zero client comments on final delivery.

Overcome technical requirements, short TAT.

“Thank you Guys for the great help, you literally saved the day.”
BudgetProject completed at less than 25% of estimated cost
TATShort TAT achieved
Ad hoc requestAdopting the client template into our AI engine
POLYCORE AI TRANSCRIPTION

From “Threatening to Cancel” to “Planning the Future”:
A 24-Hour Transcription Rescue Case Study

How PolyCore helped clients reduce turnaround time, control cost, and deliver high-quality multilingual transcription under pressure.

01
The Challenge

Beating the Competition

The client asked PolyCore to evaluate an Urdu AI transcription produced by another solution.

Our team found missing audio parts and mixed characters between English, Urdu, and Hindi.

The client was facing a lot of pressure and an escalated situation from a key end client complaint. They needed the files fixed and they needed them fast.

02
PolyCore Solution

Redoing the Transcription From Scratch

  1. 1

    We recommended redoing the transcription from scratch.

  2. 2

    A third-party review was conducted confirming PolyCore’s AI transcript to be far better than the original transcript.

  3. 3

    PolyCore applied HITL approach to deliver a final quality output.

03
HITL Recovery Workflow

Human-in-the-Loop Quality Recovery Process

  1. 1

    Audit failed transcript

  2. 2

    Redo transcription from scratch using our AI solution

  3. 3

    Human review and quality control

  4. 4

    Submit final polished transcript

04
Recovery Metrics, Results & Client Impact

Lost in Translation, Saved by AI

UrduTranscription recovery
AI + HITLWorkflow
24hFinal delivery
0Final client comments
Zero final comments and a highly satisfied client.
Speed

24-hours urgent delivery for a complex file.

Quality

Structured output with zero client comments on final delivery.

HITL Review

AI transcription strengthened by human review when final quality required it.

The recovered transcript protected trust and changed the client conversation.

“This was a key client for us and you turned them from threatening to cancel all their work with us to thanking us and planning for future assignments.”
2hProblematic audio transcript fixed
24hHuman-reviewed final delivery
0Final client comments
FINAL TAKEAWAY

Reliable AI transcription, Efficient, and enterprise-ready.

SpeedQualityCostClient Trust