[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-55cb6182b54ccf8d-managing-ai-agents-as-first-class-enterprise-ident-summary":3,"summaries-facets-categories":106,"summary-related-55cb6182b54ccf8d-managing-ai-agents-as-first-class-enterprise-ident-summary":5013},{"id":4,"title":5,"ai":6,"body":13,"categories":67,"created_at":69,"date_modified":69,"description":62,"extension":70,"faq":69,"featured":71,"kicker_label":69,"meta":72,"navigation":87,"path":88,"published_at":89,"question":69,"scraped_at":90,"seo":91,"sitemap":92,"source_id":93,"source_name":94,"source_type":95,"source_url":96,"stem":97,"tags":98,"thumbnail_url":69,"tldr":103,"tweet":69,"unknown_tags":104,"__hash__":105},"summaries\u002Fsummaries\u002F55cb6182b54ccf8d-managing-ai-agents-as-first-class-enterprise-ident-summary.md","Managing AI Agents as First-Class Enterprise Identities",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",10197,562,2786,0.00339225,{"type":14,"value":15,"toc":61},"minimark",[16,21,25,28,32,35,58],[17,18,20],"h2",{"id":19},"the-shift-from-service-accounts-to-agentic-identities","The Shift from Service Accounts to Agentic Identities",[22,23,24],"p",{},"As organizations increasingly deploy AI agents to perform tasks alongside human employees, existing identity and access management (IAM) systems are struggling to keep pace. NewCore, a cybersecurity startup that recently emerged from stealth with $66 million in funding, argues that traditional identity providers—designed for human users—are ill-equipped to handle the scale and complexity of autonomous software workers.",[22,26,27],{},"Rather than treating AI agents as static service accounts or machine credentials, NewCore proposes that agents should be managed as \"first-class identities.\" This approach provides agents with their own distinct permissions, lifecycle management, and revocation mechanisms, ensuring that as AI agents begin to outnumber human employees in tech-forward organizations, they remain governed and secure.",[17,29,31],{"id":30},"technical-architecture-and-oversight","Technical Architecture and Oversight",[22,33,34],{},"NewCore’s platform is built from the ground up to integrate human and AI-agent identities into a unified system. Key technical features include:",[36,37,38,46,52],"ul",{},[39,40,41,45],"li",{},[42,43,44],"strong",{},"Split-Key Architecture:"," A security model that divides critical identity credentials between the customer and the platform to eliminate single points of compromise.",[39,47,48,51],{},[42,49,50],{},"Agentic Skill Integration:"," A package that allows coding assistants (such as Claude Code, OpenAI’s Codex, and Cursor) to access enterprise systems using managed identities, removing the need for manually distributed, insecure credentials.",[39,53,54,57],{},[42,55,56],{},"Human-in-the-loop Oversight:"," A mobile application that enables human managers to grant, review, and revoke access for AI agents in real-time, providing a necessary layer of control over autonomous systems.",[22,59,60],{},"By moving away from legacy identity frameworks, NewCore aims to provide the guardrails necessary for enterprises to scale their AI workforce without compromising their security posture.",{"title":62,"searchDepth":63,"depth":63,"links":64},"",2,[65,66],{"id":19,"depth":63,"text":20},{"id":30,"depth":63,"text":31},[68],"AI Automation",null,"md",false,{"content_references":73,"triage":82},[74,79],{"type":75,"title":76,"url":77,"context":78},"tool","NewCore","https:\u002F\u002Fnewcore.com\u002F","mentioned",{"type":75,"title":80,"url":81,"context":78},"Devin","https:\u002F\u002Ftechcrunch.com\u002F2025\u002F07\u002F11\u002Fgoldman-sachs-is-testing-viral-ai-agent-devin-as-a-new-employee\u002F",{"relevance":83,"novelty":84,"quality":83,"actionability":84,"composite":85,"reasoning":86},4,3,3.6,"Category: Business & SaaS. The article discusses a new approach to identity management for AI agents, addressing a specific pain point of managing autonomous software workers in enterprises. It presents some novel technical features but lacks detailed actionable steps for implementation.",true,"\u002Fsummaries\u002F55cb6182b54ccf8d-managing-ai-agents-as-first-class-enterprise-ident-summary","2026-06-15 13:00:00","2026-06-16 12:57:00",{"title":5,"description":62},{"loc":88},"55cb6182b54ccf8d","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F06\u002F15\u002Fai-agents-are-becoming-employees-newcore-emerges-with-66m-to-give-them-identities\u002F","summaries\u002F55cb6182b54ccf8d-managing-ai-agents-as-first-class-enterprise-ident-summary",[99,100,101,102],"saas","ai-agents","security","identity-management","NewCore has raised $66M to provide a dedicated identity and access management platform for AI agents, treating them as autonomous employees rather than simple service 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This bottom-up approach classifies issues by solvability at LLM layer versus needing agentic OS components like context, observability, and deterministic controls. Result: quicker fixes and releases, with code pushes gated for early feedback, avoiding 3-6 month delays in AI's rapid evolution. Execs note this reacted to LLM hype by launching Agentforce in late 2024 for last-mile enterprise needs, then expanding to voice AI and 30+ Slack features.",[17,5033,5035],{"id":5034},"customer-innovations-scale-platform-wide","Customer Innovations Scale Platform-Wide",[22,5037,5038],{},"Partners like travel platform Engine access beta tools and provide input, e.g., refining voice agent naturalness for Chicago hotel bookings, yielding A\u002FB test gains. PenFed streamlined ITSM workflows using Agentforce, which Salesforce generalized for all users, shrinking tech stacks. Internally, Salesforce employees act as heaviest users, with post-ChatGPT team reallocations mirroring past innovation sprints to adapt to agents' rise.",[17,5040,5042],{"id":5041},"trade-offs-of-customer-led-direction","Trade-offs of Customer-Led Direction",[22,5044,5045],{},"Relies on 'customer always right' despite enterprises still defining AI roles, per State of AI in Business 2025 Report showing many yet to extract value. Beta testing boosts competitiveness short-term but doesn't guarantee long-term adoption or contracts.",{"title":62,"searchDepth":63,"depth":63,"links":5047},[5048,5049,5050],{"id":5027,"depth":63,"text":5028},{"id":5034,"depth":63,"text":5035},{"id":5041,"depth":63,"text":5042},[139],{"content_references":5053,"triage":5061},[5054,5056],{"type":75,"title":5055,"context":78},"Agentforce",{"type":5057,"title":5058,"url":5059,"context":5060},"report","State of AI in Business 2025 Report","https:\u002F\u002Fmlq.ai\u002Fmedia\u002Fquarterly_decks\u002Fv0.1_State_of_AI_in_Business_2025_Report.pdf","cited",{"relevance":5062,"novelty":83,"quality":83,"actionability":83,"composite":5063,"reasoning":5064},5,4.35,"Category: Product Strategy. The article discusses Salesforce's innovative approach to building an AI roadmap through direct customer feedback, which addresses the audience's need for practical insights into product strategy and user research. It provides concrete examples of how customer input shapes AI features, making it actionable for product-minded builders.","\u002Fsummaries\u002Fc687fe116e9d377d-salesforce-crowdsources-ai-roadmap-weekly-from-cus-summary","2026-04-30 16:06:49","2026-05-03 17:01:41",{"title":5016,"description":62},{"loc":5065},"c687fe116e9d377d","TechCrunch AI","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F04\u002F30\u002Fsalesforce-is-crowdsourcing-its-ai-roadmap-with-customers\u002F","summaries\u002Fc687fe116e9d377d-salesforce-crowdsources-ai-roadmap-weekly-from-cus-summary",[5075,99,100],"product-strategy","Salesforce uses weekly customer meetings with 18,000 enterprises to build AI roadmap around shared problems, enabling rapid launches like Agentforce ahead of market trends.",[100],"3QSZ7fuca_K95PFrPtpkVSOn4uyxIDs6FnbtFKJZgig",{"id":5080,"title":5081,"ai":5082,"body":5087,"categories":5158,"created_at":69,"date_modified":69,"description":62,"extension":70,"faq":69,"featured":71,"kicker_label":69,"meta":5159,"navigation":87,"path":5178,"published_at":5179,"question":69,"scraped_at":5180,"seo":5181,"sitemap":5182,"source_id":5183,"source_name":5184,"source_type":5185,"source_url":5186,"stem":5187,"tags":5188,"thumbnail_url":5191,"tldr":5192,"tweet":5193,"unknown_tags":5194,"__hash__":5195},"summaries\u002Fsummaries\u002F857fcf11d6265083-securing-multi-agent-systems-with-cryptographic-id-summary.md","Securing Multi-Agent Systems with Cryptographic Identity",{"provider":7,"model":8,"input_tokens":5083,"output_tokens":5084,"processing_time_ms":5085,"cost_usd":5086},5042,898,7771,0.0026075,{"type":14,"value":5088,"toc":5153},[5089,5093,5096,5099,5103,5106,5126,5130,5133],[17,5090,5092],{"id":5091},"the-confused-deputy-problem-in-agentic-ai","The 'Confused Deputy' Problem in Agentic AI",[22,5094,5095],{},"In multi-agent systems, agents often pass access tokens through a chain of sub-agents to perform tasks. A 'confused deputy' vulnerability occurs when a sub-agent (e.g., Agent D) receives an access token intended for a parent agent (Agent A) and uses that authority to access resources it is not authorized to touch (like patient records).",[22,5097,5098],{},"Traditional Role-Based Access Control (RBAC) fails here because it relies on static call graphs—knowing exactly which service calls which. Because agentic AI is dynamic and decides its own path, you cannot pre-define the topology for authorization. Attempting to secure the path is ineffective; instead, you must secure the identity.",[17,5100,5102],{"id":5101},"implementing-identity-based-security-with-kagenti","Implementing Identity-Based Security with Kagenti",[22,5104,5105],{},"Kagenti solves this by shifting security to the infrastructure layer using a sidecar pattern that remains agnostic to the agent framework. The architecture relies on three core components:",[36,5107,5108,5114,5120],{},[39,5109,5110,5113],{},[42,5111,5112],{},"Cryptographic Workload Identity (SPIFFE):"," Every agent is assigned a short-lived X.509 certificate via SPIFFE (Secure Production Identity Framework for Everyone). This replaces static API keys, ensuring the agent proves its identity like a secure server rather than relying on a shared secret.",[39,5115,5116,5119],{},[42,5117,5118],{},"Delegation Chains (AuthBridge):"," When an agent makes a call, the AuthBridge component injects a cryptographically signed header. This header contains the full delegation chain—identifying the caller, the parent, and the original user.",[39,5121,5122,5125],{},[42,5123,5124],{},"Policy-Based Tool Access:"," A gateway (MCP gateway) sits in front of tools. When a request arrives, the gateway inspects the full delegation chain. If the chain shows an agent is attempting to access a resource outside its permission scope, the request is blocked, even if the agent possesses a valid bearer token.",[17,5127,5129],{"id":5128},"infrastructure-and-observability","Infrastructure and Observability",[22,5131,5132],{},"By utilizing open-source infrastructure, Kagenti automates the complexity of secure agent communication:",[36,5134,5135,5141,5147],{},[39,5136,5137,5140],{},[42,5138,5139],{},"Networking:"," Istio (in ambient mode) handles mutual TLS (mTLS) between agents and tools, ensuring encrypted, authenticated communication without manual configuration.",[39,5142,5143,5146],{},[42,5144,5145],{},"Observability:"," Because the system operates over standard HTTP, it integrates with OpenTelemetry. This allows developers to track a single request ID across the entire agent chain, providing visibility into exactly who authorized a specific action.",[39,5148,5149,5152],{},[42,5150,5151],{},"Developer Experience:"," The platform handles the heavy lifting—fetching\u002Frotating SPIFFE identities, registering OAuth2 clients in KeyCloak, and deploying Envoy proxies—so the agent code itself remains untouched.",{"title":62,"searchDepth":63,"depth":63,"links":5154},[5155,5156,5157],{"id":5091,"depth":63,"text":5092},{"id":5101,"depth":63,"text":5102},{"id":5128,"depth":63,"text":5129},[68],{"content_references":5160,"triage":5176},[5161,5164,5166,5168,5170,5172,5174],{"type":75,"title":5162,"context":5163},"Kagenti","recommended",{"type":75,"title":5165,"context":5163},"SPIFFE",{"type":75,"title":5167,"context":5163},"KeyCloak",{"type":75,"title":5169,"context":5163},"Istio",{"type":75,"title":5171,"context":5163},"OpenTelemetry",{"type":75,"title":5173,"context":5163},"Phoenix",{"type":75,"title":5175,"context":5163},"MLflow",{"relevance":83,"novelty":84,"quality":83,"actionability":84,"composite":85,"reasoning":5177},"Category: AI & LLMs. The article addresses a specific pain point related to security in multi-agent systems, which is relevant for developers building AI-powered products. It provides insights into implementing identity-based security, but lacks detailed step-by-step guidance for practical application.","\u002Fsummaries\u002F857fcf11d6265083-securing-multi-agent-systems-with-cryptographic-id-summary","2026-06-16 11:00:03","2026-06-16 12:56:24",{"title":5081,"description":62},{"loc":5178},"857fcf11d6265083","IBM Technology","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=4vfvvzzwcwI","summaries\u002F857fcf11d6265083-securing-multi-agent-systems-with-cryptographic-id-summary",[100,101,5189,5190],"multi-agent-systems","zero-trust","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002F4vfvvzzwcwI\u002Fhqdefault.jpg","To prevent 'confused deputy' vulnerabilities in multi-agent systems, move away from static path-based security and implement identity-based delegation chains using SPIFFE, OAuth2, and cryptographic headers.","This video explains how [Kagenti](https:\u002F\u002Fibm.biz\u002F~ev730VA3X) uses infrastructure-level identity—specifically SPIFFE, Keycloak, and Istio—to prevent \"confused deputy\" vulnerabilities in multi-agent systems. It demonstrates how to replace static API keys with cryptographic delegation chains to ensure agents only access tools they are explicitly authorized to use.",[100,101,5189,5190],"PVfhJSxd78T8ep0VOlKnK_muCZcuCSh925h0_oiC0a8",{"id":5197,"title":5198,"ai":5199,"body":5204,"categories":5285,"created_at":69,"date_modified":69,"description":5286,"extension":70,"faq":69,"featured":71,"kicker_label":69,"meta":5287,"navigation":87,"path":5288,"published_at":5289,"question":69,"scraped_at":5290,"seo":5291,"sitemap":5292,"source_id":5293,"source_name":5294,"source_type":5185,"source_url":5295,"stem":5296,"tags":5297,"thumbnail_url":69,"tldr":5300,"tweet":69,"unknown_tags":5301,"__hash__":5302},"summaries\u002Fsummaries\u002Ffb5eca477f205f87-build-sell-ai-missed-call-agents-for-500-2k-mo-summary.md","Build & Sell AI Missed Call Agents for $500-2K\u002FMo",{"provider":7,"model":5018,"input_tokens":5200,"output_tokens":5201,"processing_time_ms":5202,"cost_usd":5203},8621,1490,15632,0.0024467,{"type":14,"value":5205,"toc":5280},[5206,5210,5213,5221,5224,5228,5235,5238,5264,5267,5271,5274,5277],[17,5207,5209],{"id":5208},"automate-missed-calls-to-capture-57-more-sales","Automate Missed Calls to Capture 57% More Sales",[22,5211,5212],{},"Missed calls cost small businesses sales because 57% go to whoever responds first, yet most let voicemails sit unanswered. Fix this with a GoHighLevel workflow triggered by incoming calls that go unanswered, busy, or to voicemail. Add a 1-3 minute delay before the first SMS to avoid bot detection, tag the contact (e.g., 'missed-call'), categorize as a lead, and replace the static text with Conversation AI.",[22,5214,5215,5216,5220],{},"Initial SMS: 'Hey, sorry we missed your call. What's going on with ",[5217,5218,5219],"span",{},"service, e.g., your tree","?' Limit to 300 characters. Set AI to SMS channel, wait 24 hours for replies, max 5 responses, 35 seconds between replies. Push notifications and SMS alerts let humans takeover anytime.",[22,5222,5223],{},"This turns one static text into full conversations that answer questions and book appointments without involvement, reusable across clients by duplicating workflows and swapping service details (e.g., tree trimming to plumbing).",[17,5225,5227],{"id":5226},"craft-human-like-ai-with-custom-prompts-and-branches","Craft Human-Like AI with Custom Prompts and Branches",[22,5229,5230,5231,5234],{},"Use Claude\u002FChatGPT to tailor prompts: 'You're a friendly assistant for ",[5217,5232,5233],{},"Business Name",", engineered to book appointments. Be warm, casual, talk like a real person. Objectives: Identify service need, get address\u002Fpreferred day. Ask: What’s going on with your tree? Examples: \"Sounds frustrating—trees can get out of hand quick.\" Trim to \u003C300 words, no quotes in questions.",[22,5236,5237],{},"Add branches post-AI:",[36,5239,5240,5246,5252,5258],{},[39,5241,5242,5245],{},[42,5243,5244],{},"Booked",": If customer provides service need, address, preferred day → SMS notify owner.",[39,5247,5248,5251],{},[42,5249,5250],{},"Emergency"," (e.g., tree on house): SMS 'Emergency' alert.",[39,5253,5254,5257],{},[42,5255,5256],{},"Unqualified"," (wrong service\u002Farea): Tag 'cancelled'.",[39,5259,5260,5263],{},[42,5261,5262],{},"Timeout",": End workflow.",[22,5265,5266],{},"Publish once per client type. Result: AI handles 80-90% of interactions autonomously, boosting bookings via faster, engaging responses.",[17,5268,5270],{"id":5269},"dogfood-to-acquire-clients-at-500-2kmonth-recurring","Dogfood to Acquire Clients at $500-2K\u002FMonth Recurring",[22,5272,5273],{},"Reverse the workflow for sales: Duplicate as 'dogfooding', trigger on your inbound calls. Prompt AI as your sales agent: 'You’re texting a business owner post-ringless voicemail about AI missed call text-back. Pitch: $500\u002Fmonth, pays for itself in 90 days or free. Close for demo\u002Fcall.' Add 'hot-lead' branch for interested prospects (detailed questions\u002Fimmediate start) → SMS with name\u002Fphone.",[22,5275,5276],{},"Generate leads: Scrape phone lists (e.g., Outscraper for 'tree trimming Dallas'), clean to E.164 format, upload CSV to Slack Broadcast for ringless voicemail drops (no ring, straight to VM). Record vague VM: 'Hey, this is Chris in Dallas looking for tree trimming businesses—call back.' Sync caller ID in GoHighLevel.",[22,5278,5279],{},"Live demo yielded instant callback: AI pitched, handled 'cost?' objection with guarantee, requested call. A 16-year-old closed a plumber using similar drops. With 33M US small businesses, target niches via scrapes\u002Fdrops. Charge $500-2K\u002Fmonth recurring; one extra client covers costs. Join communities like Playmakers for scaling.",{"title":62,"searchDepth":63,"depth":63,"links":5281},[5282,5283,5284],{"id":5208,"depth":63,"text":5209},{"id":5226,"depth":63,"text":5227},{"id":5269,"depth":63,"text":5270},[68],"Get 30 days free on HighLevel only with my link: https:\u002F\u002Fwww.gohighlevel.com\u002FTKOPOD\n━\nCheck out my newsletter at ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https:\u002F\u002FTKOPOD.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ and join my new community at ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https:\u002F\u002FTKOwners.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠\n━\n\nIn this episode, I walk you through how to build a simple AI system that turns missed calls into booked appointments automatically. Most businesses are losing customers just because they don’t respond fast enough, so I show you how to fix that with an AI agent that actually has real conversations over text.\n\nThen I take it a step further and show you how to sell this as a $500 to $2,000 per month service to small business owners, even if you don’t have a business yet. I break down the full workflow inside , how to make the AI sound human, and how to use the same system to find and close your first clients using ringless voicemail.\n\nEnjoy! \n⸻\nAudio podcast on all podcast platforms: https:\u002F\u002Ftoolkit.tkopod.com\u002Fpodcast\nFree weekly business ideas newsletter: https:\u002F\u002Ftkopod.com\nPrivate community where we build cool businesses together: https:\u002F\u002FTKOwners.com\nLearn more about me: https:\u002F\u002Fwww.chrisjkoerner.com\u002F\nBusiness ideas shorts channel: https:\u002F\u002Fwww.youtube.com\u002F@thekoernerofficeideas?sub_confirmation=1   \nThe Koerner Office highlights: https:\u002F\u002Fwww.youtube.com\u002F@thekoernerofficehighlights?sub_confirmation=1\nAI-enabled accounting software, because Quickbooks SUCKS: https:\u002F\u002Flazybooks.com\u002F\n---\nThis video is for educational and entertainment purposes only. It does not constitute financial, business, or legal advice. Any business examples, tools, or strategies shown are for demonstration only and may not produce the same results for you. We do not guarantee earnings, outcomes, or success. Always conduct your own due diligence, comply with applicable laws, and use these ideas responsibly.\n\nWe do not encourage duplication of copyrighted material or existing business assets. Always ensure your use complies with copyright and intellectual-property laws.\n\nSome links may be affiliate links, meaning I may earn a commission at no extra cost to you.\n---\n#AIautomation #AIsales #GoHighLevel #LeadGeneration #BusinessIdeas #SideHustle #Entrepreneurship #MakeMoneyOnline #SmallBusiness #SMBtools #AIagents #AutomationTools #DigitalMarketing #SalesSystems #PassiveIncome #OnlineBusiness #ClientAcquisition #StartupIdeas #BusinessTips #MarketingAutomation #TextMarketing #SMSmarketing #CRMtools #AppointmentBooking #AgencyLife #ServiceBusiness #B2Bsales #ColdOutreach #GrowthHacking #BusinessGrowth #AIbusiness #TechForBusiness #Funnels #SalesFunnel #OnlineIncome #HighTicketSales #RecurringRevenue #BusinessAutomation #AItools #EntrepreneurMindset",{},"\u002Fsummaries\u002Ffb5eca477f205f87-build-sell-ai-missed-call-agents-for-500-2k-mo-summary","2026-04-03 23:30:21","2026-04-05 16:12:56",{"title":5198,"description":5286},{"loc":5288},"fb5eca477f205f87","Chris Koerner","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=g4-3AxelI_Y","summaries\u002Ffb5eca477f205f87-build-sell-ai-missed-call-agents-for-500-2k-mo-summary",[5298,5299,99,100],"automation","indie-hacking","57% of sales go to the first responder—build a GoHighLevel AI agent to auto-text missed calls, hold human-like SMS conversations, book appointments, then dogfood the system with ringless voicemail to land SMB clients at $500-2K\u002Fmonth.",[100],"q0wnkk5HBuFrDpwEr12HydT1pprE0dNW9zs43I1wWcI",{"id":5304,"title":5305,"ai":5306,"body":5311,"categories":5362,"created_at":69,"date_modified":69,"description":62,"extension":70,"faq":69,"featured":71,"kicker_label":69,"meta":5363,"navigation":87,"path":5372,"published_at":5373,"question":69,"scraped_at":5374,"seo":5375,"sitemap":5376,"source_id":5377,"source_name":94,"source_type":95,"source_url":5378,"stem":5379,"tags":5380,"thumbnail_url":69,"tldr":5383,"tweet":69,"unknown_tags":5384,"__hash__":5385},"summaries\u002Fsummaries\u002F75a8dca2f344eb3a-jedify-raises-24m-to-build-context-graphs-for-ai-a-summary.md","Jedify Raises $24M to Build Context Graphs for AI Agents",{"provider":7,"model":8,"input_tokens":5307,"output_tokens":5308,"processing_time_ms":5309,"cost_usd":5310},6367,506,3183,0.00235075,{"type":14,"value":5312,"toc":5357},[5313,5317,5320,5324,5327,5330,5350,5354],[17,5314,5316],{"id":5315},"the-problem-ai-agents-lack-business-context","The Problem: AI Agents Lack Business Context",[22,5318,5319],{},"Enterprise AI agents often fail to deliver value because they lack an understanding of company-specific nuances, such as internal terminology, organizational hierarchies, and data relationships. While vendors often deploy engineers to manually integrate these systems, this approach is unscalable. Jedify addresses this by building a 'context graph' that connects an enterprise's fragmented knowledge sources—including databases, SaaS apps, documentation, codebases, and communication tools like Slack—into a unified, model-agnostic layer.",[17,5321,5323],{"id":5322},"how-the-context-graph-works","How the Context Graph Works",[22,5325,5326],{},"Unlike traditional semantic layers or metadata catalogs, Jedify’s context graph is multi-dimensional. It captures relationships across entities, people, permissions, and operational workflows. This allows an AI agent to narrow its focus to relevant data for a specific task rather than searching the entire corporate knowledge base.",[22,5328,5329],{},"Key features include:",[36,5331,5332,5338,5344],{},[39,5333,5334,5337],{},[42,5335,5336],{},"Real-time Updates:"," The graph updates as information flows through connected systems.",[39,5339,5340,5343],{},[42,5341,5342],{},"Permission Inheritance:"," The platform integrates with existing identity and file systems to enforce row-, column-, and table-level access rules, ensuring agents do not expose sensitive data to unauthorized users.",[39,5345,5346,5349],{},[42,5347,5348],{},"Governance:"," It provides observability tools to monitor agent behavior and ensure compliance.",[17,5351,5353],{"id":5352},"strategic-value-and-market-positioning","Strategic Value and Market Positioning",[22,5355,5356],{},"Jedify positions itself as a complementary layer to large data platforms like Snowflake (a strategic investor). While cloud providers encourage centralizing data, most enterprises operate across multiple databases and warehouses. Jedify bridges these silos, offering a more comprehensive view of institutional knowledge. By providing this context layer, Jedify helps companies avoid the high costs of training models on proprietary data while creating a durable 'moat' as AI models become increasingly commoditized and interchangeable.",{"title":62,"searchDepth":63,"depth":63,"links":5358},[5359,5360,5361],{"id":5315,"depth":63,"text":5316},{"id":5322,"depth":63,"text":5323},{"id":5352,"depth":63,"text":5353},[115],{"content_references":5364,"triage":5370},[5365,5368],{"type":75,"title":5366,"url":5367,"context":78},"Jedify","https:\u002F\u002Fjedify.com\u002F",{"type":75,"title":5369,"context":78},"Snowflake Cortex AI",{"relevance":83,"novelty":84,"quality":83,"actionability":84,"composite":85,"reasoning":5371},"Category: AI & LLMs. The article discusses a new approach to enhancing AI agents with business context through a context graph, addressing a specific pain point of AI agents lacking relevant data. It provides insights into the product's features and strategic positioning, but lacks detailed actionable steps for implementation.","\u002Fsummaries\u002F75a8dca2f344eb3a-jedify-raises-24m-to-build-context-graphs-for-ai-a-summary","2026-06-10 13:33:09","2026-06-11 12:57:23",{"title":5305,"description":62},{"loc":5372},"75a8dca2f344eb3a","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F06\u002F10\u002Fjedify-raises-24m-to-help-companies-arm-ai-agents-with-context-on-their-business\u002F","summaries\u002F75a8dca2f344eb3a-jedify-raises-24m-to-build-context-graphs-for-ai-a-summary",[5381,99,100,5382],"data-science","enterprise","Jedify has raised $24M to provide AI agents with a multi-dimensional 'context graph' that connects disparate enterprise data, permissions, and workflows, enabling more accurate and secure autonomous operations.",[100,5382],"4hH0gsq4l-pQ5QCCHjr9CZP4r9FBFouiHiJxrBpUJDI"]