The Research Reality
What today looks like without structured intelligence.
The unread call set
By week 3 of diligence, 30–40% of recorded expert calls haven't been meaningfully synthesized. They sit as audio files or raw transcripts while the IC deck gets built from memory.
The retroactive gap
You only discover you needed a specific datapoint — regulatory ownership thresholds, channel margin structure — after the memo is circulated. There's no systematic mechanism to surface research gaps in real time.
The unsourced claim
Board questions every number without a specific expert attribution. 'We spoke to someone who mentioned...' isn't defensible. You need EXP-001 level attribution — specific expert, specific call, specific confidence score.
The Shift
Three things that change when you use Nextyn IQ.
Hours of manual transcript review by senior analysts — expensive, inconsistent, and incomplete.
Claim extraction runs automatically after each call. Every assertion is tagged, scored, and linked to its source expert within minutes.
Thesis lives in a Word doc that drifts from the expert evidence as the deal progresses.
Rolling Thesis updates dynamically as new calls come in. Confidence score adjusts. Contradictions surface immediately.
Research gaps discovered reactively — at IC, during LP due diligence, or post-close.
Research Gaps Engine flags unanswered thesis dimensions in real time. You know what you don't know before the IC meeting.
Use Cases
How teams use it in practice.
Investment Due Diligence
Run 10–15 expert calls across a 3-week diligence process. Every call feeds a live rolling thesis with confidence scores, claim counts, and open gaps — visible to the full deal team in real time.
Portfolio Monitoring
Set up ongoing expert programs for your most critical portfolio companies. Track consensus shifts across competitor moves, regulatory changes, and channel dynamics without reading every transcript.
Sector Deep Dives
Build 12-expert programs across a sector thesis before deployment. Synthesize across calls to build a differentiated market view — not just a transcript library.
Case Study
A mid-market PE fund running a $480M buyout of a Southeast Asian logistics platform needed to validate market structure, competitive dynamics, and regulatory exposure across 12 expert calls in 21 days.
Nextyn IQ ingested all 12 calls as they completed. Rolling Thesis updated after each call. The Research Gaps Engine flagged regulatory ownership thresholds as unaddressed on day 8 — allowing the team to source and complete 2 additional expert calls before the IC.
The IC deck contained 148 structured claims — each attributed to a specific expert (EXP-001 format), with confidence scores. The team answered every LP question with source attribution. Deal closed with zero retroactive research gaps.
Frequently asked questions.
Ready to see it on your own research?
No generic demo. We show it on your actual data.
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