The interoperability layer: how MCP registries are becoming the discovery surface for buy-side research vendors
Vendor selection is migrating from procurement RFPs to agent-runtime endpoint resolution, and the registry is where placement is decided.

Vendor selection is migrating from procurement RFPs to agent-runtime endpoint resolution, and the registry is where placement is decided.

The AI platform now routes Guidepoint expert-call content alongside FactSet fundamentals and Carbonarc alt data inside Perplexity Computer.

A working example of how a human expert network extends its respondent graph into an AI-priced product without cannibalizing the custom-recruit business underneath it.

How a vertical finance agent moved from pilot to production across banks, hedge funds, and asset managers in under 18 months.

A walkthrough of how an agentic research platform got authenticated, permissioned access to a virtual data room without breaking the audit trail.

Buy-side teams get pre-calculated performance, attribution and risk outputs piped into private LLM environments under a limited release.

The research intelligence platform is pitching AI-built personas trained on client research and its identity-verified professional panel as a faster alternative to primary fielding.

Mutual clients can now query GLG's moderated interview transcripts and channel checks through Bloomberg Terminal's agentic AI interface.

Nordic bank rolls out internal AI platform that consolidates equity research, earnings transcripts, and financial estimates for corporate client conversations.

The $18 billion firm is building a long-biased equity strategy where hundreds of AI agents handle research work normally done by analyst teams.

The Lazard-analyst-turned-founder lays out how Rogo got past banker skepticism, where the bulge-bracket footprint stands, and why sitting next to OpenAI is both a channel and a risk.

The world's highest-grossing law firm is building software with Palantir to advise sponsors on raising capital from LPs like pension funds.

The consortium-backed infrastructure layer routes broker research, transcripts, filings, and expert content into AI tools through entitlement-aware APIs.

The expert network's MCP connector lets clients query 100,000+ compliance-reviewed transcripts inside Perplexity Computer for Finance.

A $47M Series C and a published accuracy gap sharpen the argument that the data layer, not the model, is now the binding constraint on agent-driven research.

Boston-based PE consultancy adds dedicated AI team to advise sponsors and portfolio companies on diligence, readiness, and deployment.

Enterprise Claude customers can now route existing spend commitments to Hebbia's finance research platform.

Hebbia and Claude show up in concrete GP workflows, but adoption pace varies sharply across managers.

The integration pipes approved virtual data room content into Hebbia's analysis layer, preserving version control across diligence cycles.

Bloomberg profiles Felipe Sinisterra and Dave Wang, who are billing global banks to operationalize the AI tools their internal teams have struggled to deploy.

The student-services company is repositioning a decade of subject-matter experts as training data for reasoning models.

CEO Sam Liang argues meeting assistants stalled at transcription. His fix is a permission-gated knowledge graph across every call.

The Claude maker is targeting analyst grunt work at the same moment OpenAI bleeds talent to Google and PE firms shop for AI partners.

The expert network is exposing its transcript library directly to Anthropic's Claude, with every insight linked back to the source call in Guidepoint360.

Sub-5% WER on conversational benchmarks is impressive. It's also irrelevant to the part of the workflow that matters.
