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Featured Article
Educational · Explainer
Expert Call Transcript
Educational

What Are Expert Call Transcripts and Why Do They Matter

Expert call transcripts are verbatim records of structured conversations with former executives and industry practitioners. This guide explains exactly what they contain, why institutional research teams pay hundreds of dollars for a single document, and why Transcript IQ is the

PS
Pratyush Sharma
12 min read · April 15, 2026
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Industry Deep-Dive5 min read

The European EV Question Has an Answer. Here's Who We Asked, and Why It's Not in This Article.

The familiar European EV story is broadly true and useless for decisions. Three former Audi, Sunlight Group and E-GAP operators answer the seven questions it doesn't: who controls the layer above the cell, what is mispriced, and which calls get decided by regulation.

PS
Pratyush Sharma
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Industry Deep-Dive5 min read

What Happened Inside Europe’s Gigafactory Race, and What Three Insiders Say Comes Next

Fewer than one in ten announced European gigafactory projects reached commercial production. Three former leaders, from Audi, Sunlight Group and E-GAP, on what actually happened, and the seven questions deciding what comes next.

PS
Pratyush Sharma
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Industry Deep-Dive5 min read

Draw the Map of Europe's EV Bets. Then Ask Why It Looks the Way It Does.

Map every announced European gigafactory, then the ones that reached production. The gap is not random. Three former Audi, Sunlight Group and E-GAP leaders on what actually caused the collapse, and where the EV fight goes next.

PS
Pratyush Sharma
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Industry Deep-Dive4 min read

Five Numbers. Three EV Insiders. One Question Nobody Has Answered in Public.

A roughly 10% gigafactory success rate. A 15% cost penalty. A 6-month versus 24-month certification gap. Three former leaders, from Audi, Sunlight Group and E-GAP, on what Europe's EV numbers actually mean.

PS
Pratyush Sharma
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Educational4 min read

How PE Firms Use Expert Networks for Deal Diligence — And Why Transcripts Are Changing the Game

A look at how leading PE funds have restructured their primary research workflows — replacing expensive ad-hoc expert network calls with pre-screened transcript libraries. What's driving the shift, and what it means for how diligence actually gets done.

PS
Pratyush Sharma
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Educational4 min read

Tegus vs Third Bridge vs Transcript-IQ: A Practical Cost Comparison for Institutional Researchers

A no-nonsense breakdown of what PE firms, hedge funds, and consulting teams actually spend on primary research — subscription platforms versus per-transcript pricing — and when each model wins.

PS
Pratyush Sharma
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Educational4 min read

MNPI Compliance in Expert Networks: What Every Analyst Needs to Know

A practical guide to MNPI screening in expert network research, covering SEC and FCA standards, how major platforms approach compliance, and what institutional compliance teams look for when approving expert network usage.

PS
Pratyush Sharma
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Educational4 min read

5 Ways Hedge Fund Analysts Use Expert Call Transcripts for Earnings Season Research

How systematic equity researchers use pre-screened expert transcripts to run channel checks, validate thesis assumptions, and model competitive dynamics before earnings — without burning a week on scheduling.

PS
Pratyush Sharma
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Educational4 min read

From Expert Call to Investment Memo: A Workflow Guide for Research Analysts

A step-by-step process for extracting and documenting insights from expert call transcripts into actionable investment research deliverables — from the first read through to the IC memo.

PS
Pratyush Sharma
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