HelloSky Brings Its Graph of People, Investors, and Companies Into Claude and ChatGPT
September 18, 2026 – Executive search firms are increasingly looking for ways to move beyond traditional databases and static candidate profiles as clients demand deeper market intelligence and faster, more precise insight into leadership talent. Advances in artificial intelligence are giving recruiters new tools to connect people, companies, investors, relationships, and career outcomes in ways that can strengthen candidate discovery, market mapping, and assessment. The next phase of search technology is increasingly centered on giving consultants the ability to interrogate that intelligence directly within the AI platforms they already use.
HelloSky, the human capital intelligence platform, has released its Model Context Protocol (MCP) integration for Claude (Anthropic) and ChatGPT (OpenAI). Executive search professionals, PE/VC investors, and business development teams can now query the HelloSky Graph – 100M+ executives, 750M staff, 20M+ organizations grouped into corporate hierarchies, and the sectors, investors, boards, relationships, attributes, and historical trajectories connecting them – in natural language inside the AI tools they already use.
“AI assistants are extraordinary at reasoning, but they have lacked a reliable graph for understanding precise industry sectors, people, companies, investors, relationships, and outcomes over time,” said Alex Bates, CEO of HelloSky. “With HelloSky, an executive search team can identify leaders who have navigated a client’s next stage; a PE firm can uncover value-creation playbooks, add-on targets, cross-sell opportunities, and portfolio risks; a VC firm can see an emerging ecosystem form; and a business development team can precisely target the companies and personas most likely to need its product. The graph turns those questions into evidence-backed answers.”
From Profile Search to Graph-Native Intelligence
Users can reason across sectors, people, companies, investors, attributes, relationships, and historical trajectories. Example questions include:
- “Which executives have already navigated the client’s next stage of growth, transformation, or complexity – and what outcomes followed?”
- “Take this CRM list of people, enrich and update them and give me monthly newsfeed including job change events as well as company events”
- “Take this list of companies, give me monthly newsfeed of leadership/staff turnover events as well as company financial events”
- “Across this PE portfolio, which operating practices are associated with the strongest growth, margin improvement, add-ons, and exits – and where could we replicate them?”
- “Where are succession gaps, key-person dependencies, integration risks, or AI-transformation readiness issues likely to surface?”
- “Which new markets are forming through founder movement, team formation, university and lab networks, and sector convergence?”
- “Which target accounts match our exact ICP, who are the right buying personas, and what live signals create a reason to engage now?”
The AI returns profiles, trajectories, company histories, investor context, outcomes, and relationship paths, with links to the underlying HelloSky records, Mr. Bates explained. Research that once required exports and disconnected databases becomes an iterative conversation.
Initial Launch for Executive Search, Private Equity, and Venture Capital
For executive search, HelloSky supports precision candidate discovery, career-trajectory matching, hidden-talent identification, evidence-based briefs, complete-market calibration, and trusted relationship paths – grounded in what changed during each tenure, what outcomes followed, and who can validate the work.
HelloSky Bringing AI Into the Core Workflows of Executive Search Firms
AI is beginning to take hold within executive search, arriving at a moment when firms are already navigating shifting expectations around speed, insight, and delivery. HelloSky is positioning itself at the center of that shift, providing tools designed to enhance market mapping, candidate discovery, and search strategy execution. As firms explore where AI fits, the focus is increasingly on how technology can support and elevate the core work of executive search rather than replace it.
For private equity, the graph connects people to value creation, risk, and investment intelligence: portfolio pattern recognition, repeatable operating playbooks, peer benchmarking, add-on universes, cross-sell opportunities, integration and key-person risk, AI readiness, and portfolio-wide expert networks.
For venture capital, HelloSky can discover founders and domain experts, detect emerging markets across startups, universities, labs, investors, and talent flows, assess founder teams, identify future stars, activate portfolio networks, and surface investments through founder movement and sector convergence.
Precision Targeting by Persona
HelloSky brings the precision of executive search to business development, Mr. Bates explained. “Its company and people ontology – refined over six years with leading executive search, PE, and VC firms – goes beyond industry and title to classify precise sector, business model, customer profile, ownership, scale, growth stage, geography, technologies, functional scope, seniority, and historical experience,” he said.
Related: Reimagining Executive Search: Ezekia and HelloSky Bring AI-Powered Precision to Talent Sourcing
“Teams can define an ideal buying personas with the rigor of an executive-search market map,” Mr. Bates continued. “They can find lookalike accounts, map buying committees, rank people by fit and timing, uncover warm paths, and generate account briefs or outbound sequences grounded in graph evidence. This enables true hypertargeting: the right company, persona, context, and moment.”
Newsfeed: Live Signals Focused on What Matters
HelloSky Newsfeed replaces the broad, engagement-driven professional-network feed with a live intelligence stream built around the people and companies a team actually cares about. Users can create focused feeds from saved target-account lists, people lists, portfolios, searches, and relationship networks, then monitor them for executive moves, promotions, board appointments, key hires, team formation, funding, acquisitions, exits, layoffs, expansion, restructuring, investor activity, and strategic news.
Every signal is connected to the graph, showing what changed, why it matters, who is affected, and how it relates to a search, account, portfolio, or thesis. Business development teams can spot champion moves, new decision-makers, organizational buildouts, funding, expansion, and M&A as buying triggers. Search teams can monitor candidates and clients, while investors track portfolios, competitors, management teams, and emerging categories. Daily, weekly, or deal-specific briefings prioritize the next actions.
“LinkedIn’s feed is designed to maximize engagement; HelloSky’s Newsfeed is designed to maximize signal,” said Mr. Bates. “You choose which people, companies, accounts, portfolios, or markets matter. HelloSky watches them continuously, connects each change to the graph, and explains why the signal deserves attention.”
The HelloSky Graph: Point-in-Time by Design
The HelloSky Graph is a living knowledge graph of executives, companies, sectors, investors, relationships, and outcomes, according to Mr. Bates. Its proprietary Ontology classifies companies by precise industry sector, business model, customer profile, asset class, stage, scale, revenue, and other characteristics often missing from professional profiles.
“Where traditional datasets show where someone works today, HelloSky reconstructs what was true while that person was there: company revenue and headcount, ownership and funding stages, acquisitions and exits, investors and board members, and leadership-team changes,” Mr. Bates explained. “Developed through six years of work with leading executive search, PE, and VC firms, the Graph provides point-in-time precision for talent, investment, portfolio, and market intelligence.”
Early Customer Reaction
“The HelloSky MCP is transforming the way we work with Claude, HelloSky, and people data generally,” said Jared Cohen, chief operating officer of NU Advisory Partners. “The data has come to us, integrating neatly into our workflows, helping us be faster and more comprehensive, and making it easier to provide Claude and HelloSky the context they need to get us what we need.”
HelloSky MCP is available now for Claude (Desktop and claude.ai) and ChatGPT. Setup takes a few minutes using HelloSky single sign-on through Google or Microsoft. The HelloSky platform also provides graph search, saved lists, Newsfeed monitoring, sequencing, and linked source records.
Contributed by Scott A. Scanlon, Editor-in-Chief and Dale M. Zupsansky, Executive Editor – Hunt Scanlon Media
