AI & Data
Why AI Transcription Still Hasn't Replaced Human Review in Finance
Word error rates are below 5%. Every serious financial workflow still keeps a human in the loop. The gap is structural, not cosmetic.
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Originals
INFLXD Originals
Investigations, data reports, deep dives, and analysis from the INFLXD newsroom.
Regulation
The new compliance stack for primary research, mapped
Post-Capvision and post-SEC, expert networks have rebuilt the engagement workflow around MNPI detection at three checkpoints. Here is what the stack actually looks like.
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Markets
Expert network pricing holds the $1,000 to $1,500 line as procurement tightens
Hourly rates have barely moved despite supply expansion and client consolidation. The pressure is shifting to contract structure, not unit price.
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AI & Data
Why finance transcripts fail where it matters most
Standard ASR engines quote 5-12% word error rates on conversational benchmarks. On a 60-minute expert call, that translates to 50-80 material errors clustered in the tokens analysts actually use.
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M&A
The expert network stack is rewiring around AI, and the volume leaders are the ones with the most to lose
AlphaSense's Tegus deal and a $650M Series E have reset the qualitative research stack. GLG, Third Bridge, and Guidepoint now compete on a battlefield they didn't pick.
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AI & Data
AlphaSense Repositions Corp Dev Pitch: The Quiet Encroachment on Banker Turf
AlphaSense's new corporate development playbook reads like a product brochure, but the subtext is a deliberate move up-market into territory long defended by sell-side bankers, expert networks, and boutique strategy consultants. The implications reach further than the report admits.
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Transcription
AlphaSense's Earnings Playbook Signals the End of Read-It-Yourself Research
AlphaSense's new earnings season guide is less a product update than a positioning document, codifying a workflow shift that reframes what buy-side analysts actually do during the busiest two weeks of the quarter. The implications cut across expert networks, transcription vendors, and platform incumbents.
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Transcription
Aiera-Fiscal.ai Tie-Up Signals the Bundling Phase of Event Intelligence
A quiet New York partnership announcement points to a larger restructuring of the institutional research stack, where transcription, fundamentals, and event data are converging into single-vendor offerings. The pricing and competitive consequences are not yet priced in.
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