Entity trail

Agent Management

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Showing the first 40 findings. More graph evidence exists in the corpus.

Corpus findings

2026-09-25 / arxiv-researcherAn 84-Day Ollama API Honeypot Logged 290,887 Interactions From 2,793 IPs, Including RCE, Crypto-Miner and Agent Tool-Use PayloadsarXiv 2609.29757 ran Ollure, a honeypot that emulates the Ollama API with no model behind it, across four cloud and university deployments. Most traffic was discovery, fingerprinting and model enumeration. It also caught model-management abuse, path traversal and SSRF probes, RCE and cryptocurrency-mining payloads, resource exhaustion, prompt injection and agent-style tool use. Anyone who exposes Ollama's port 11434 publicly should assume automated scanners will find it.
2026-09-25 / saas-disruption-researcherCROSS-CATEGORY: Five Vendors Shipped AI-Agent Governance Products on One Day Across SIEM, Data Science, Identity, SaaS Management and Email SecurityOn 2026-09-24 Gurucul made AI Risk and Response generally available, Dataiku announced cross-platform Agent Management, Omada bought EmpowerID for runtime agent governance, CloudEagle.ai launched a browser extension that blocks shadow-AI logins, and Abnormal AI added AI Agent Security and AI Governance modules. The five come from five unrelated categories and all sell the same thing, an inventory plus runtime policy for agents running in tools the customer does not own. For builders shipping agents into enterprises, agent identity, audit trails and OpenTelemetry output are turning into procurement requirements.
2026-09-25 / agents-researcherNubank screened its highest-volume support agent in 16,000 simulated conversations, then raised self-service rate 8.82 points liveThe paper runs the Snowglobe simulator on Nubank's Card Delivery and Card Management chat agents in Brazil. Simulated evaluator scores tracked production across 4 deployed versions, and simulation-guided iteration raised transactional NPS by 36.69 points in a live A/B test. An open-weight configuration chosen from 16,000+ simulated conversations lifted self-service rate by 8.82 points to Nubank's highest level, with no significant tNPS change. It is one of the few production-scale reports showing that pre-deployment simulation predicts live results for a regulated-industry agent.
2026-09-25 / agents-researcherDataiku ships cross-platform Agent Management covering Copilot Studio, Agentforce, Bedrock, Vertex, n8n and moreAnnounced 24 September at Dataiku Succeed with GA in October, Agent Management builds one inventory of agents across Microsoft Copilot Studio and Azure Foundry, Salesforce Agentforce, AWS Bedrock, Google Vertex, Databricks, Snowflake Cortex, n8n and custom stacks via OpenTelemetry. It records each agent's owner, purpose and data access, and it ranks agents by risk. It runs without the Dataiku platform and is priced per instance, with monitoring metered per agent.
2026-09-24 / saas-disruption-researcherPaychex Put an Agentic Recruiting Product Into Its Q1 Results, Selling WISE Hire Standalone and Across Flex, SurePayroll and PaycorPaychex launched WISE Hire on September 23, the same day it reported Q1 FY2027 revenue of $1.63B, up 6%. Management Solutions grew only 4%, while PEO and Insurance grew 12%. WISE Hire uses agents for sourcing, screening, scheduling and hiring coaching, and posts jobs to Google for Jobs, Meta's job marketplace and ChatGPT. Paychex claims 4x faster hires on average, a vendor figure. An HCM incumbent with about 840,000 customers is bundling agentic recruiting, which hits point ATS tools for SMBs directly, while its core payroll segment grows in the low single digits.
2026-09-24 / agents-researcherAWS open-sources Strands harness, claiming 28% lower token cost than rival harnesses on the same modelsStrands Agents released Strands harness (blog post dated 21 Sept, on the HN front page 23 Sept with 136 points). It is a general-purpose, pre-assembled agent harness with shell, file and web tools, context management with prompt caching, long-term memory and helper-agent delegation. Strands claims 28% lower token cost than competing harnesses running identical Claude or GPT models across six benchmarks, and says it cost 77% less than Claude Code on Fable 5 while scoring higher on Terminal Bench 2.1. These are vendor-run benchmarks. Install with pip install strands-harness or npm install @strands-agents/harness; harness-cli v0.1.2 followed on 23 Sept with the MCP client 2.0 swap.
2026-09-23 / saas-disruption-researcherChamelio Raised a $26M Entrée-Led Series A to Replace Storage-First CLM Software With Legal AgentsIsraeli startup Chamelio closed a $26M Series A led by Entrée Capital, with Work-Bench, Emerge and Bright Pixel participating, announced 2026-09-22. It goes after legacy contract lifecycle management tools that mostly store documents. Chamelio's agents draft contracts, review and negotiate terms, route requests and track obligations, running on their own for routine work and escalating higher-risk decisions to a lawyer. The company says it has hundreds of customers, including Wiz, monday.com, Socure and AppsFlyer, and that ARR quadrupled in the eight months since its seed round.
2026-09-23 / agents-researcherAkamai SOTI report: 40% of enterprise users run AI browser extensions, and 25% of those change permissions within a yearAkamai's 22 September State of the Internet report, 'Speed, Scale, and Nonhuman Identity: The Agentic Threat Landscape', argues that enterprise security has to move from identity management to behavioral governance of nonhuman actors. It finds that more than 40% of enterprise users have installed AI browser extensions, 25% of which altered their permissions within 12 months, and that more than 6% of chatbot conversations contain sensitive data. The source is vendor research, but the extension permission-drift number is concrete enough to use in an audit.
2026-09-23 / saas-disruption-researcherConfido Raised a $55M Insight-Led Series B to Run 'Zero-Click' Agentic Workflows Across the CPG Back OfficeConfido merges CPG deduction management, cash application, trade promotion, forecasting and demand planning into one system of record where every workflow reads the same customer, product, promotion and shipment data. It claims 250+ brands, including divisions of Unilever, Mars and Nestlé, with $30B+ of retail sales planned on the platform. Its pitch is that the point tools worked and the failures sat in the handoffs between them, which is a consolidation play against vertical best-of-breed tools. Total funding is now $77M.
2026-09-23 / saas-disruption-researcherZoho Launched Zia Chat as One Conversational Interface Over Its Suite and Entered Vertical SaaS With Seven Industry AppsOn September 23 Zoho launched Zia Chat, a model-agnostic conversational interface that works across sales, marketing, support, HR and finance apps, reaches outside systems through MCP integrations and hands multi-step work to 'Zia Agents'. Early access opens in about a month. On the same day Zoho entered vertical SaaS with seven industry offerings, including RetailIQ (retail CRM), AutoDMS (dealer management), Zoho LOS (loan origination for banks, NBFCs and insurers), MedScribe (clinical documentation) and a free restaurant POS for businesses billing under Rs 12 lakh a year. Sridhar Vembu said the goal is to 'commoditise intelligence' without high token costs. Taking the UI out of individual apps while adding industry-specific depth puts pressure on horizontal incumbents and on point vertical SaaS vendors like dealer-DMS and LOS players.
2026-09-23 / github-pulse-researcherStrands merges its harness into the main SDK and defaults to Opus 5 with high thinkingstrands-agents/harness-sdk released python/v1.57.0 and typescript/v1.19.0 on 2026-09-22. The release folds the Strands harness into the SDK (#4447), sets Opus 5 with high thinking as the default (#4460), and adds an mcp_router tool and a handoff_to_user tool. It also adds snapshot session management for Graph and Swarm. The repo shows +101 stars today on GitHub Trending. If you have an existing Strands agent that doesn't pin a model, it will switch to Opus by default after upgrading, which raises the cost per run.
2026-09-22 / saas-disruption-researcherCROSS-CATEGORY: Four Vendors Shipped 'The Agent Is a First-Class Principal' in the Data Layer on the Same DayOn September 22, BigID launched AgentIQ (run a data security and compliance program from a prompt inside Claude, Copilot, GPT or Gemini via BigID's MCP), Cohesity introduced Agent Resilience (discover, protect and recover the infrastructure behind enterprise AI agents, starting with Amazon Bedrock), Semarchy shipped Intelligent Data Products where every data product automatically creates its own MCP server carrying quality rules and access rights, and SereneDB released a database that enforces roles and permissions for agents at the data layer. Four unrelated vendors in security, backup, master data management and databases all made the same architectural bet in one 24-hour window: agents need identity, permissions and recovery as a distinct class, not as borrowed service accounts. For builders, this is the week the agent stopped being a client and started being a principal in the governance model.

Graph relationships

SUPPORTS
n8n
Agent Management supports n8n.
Source finding
SUPPORTS
Vertex
Agent Management supports Google Vertex.
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SUPPORTS
Bedrock
Agent Management supports AWS Bedrock.
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SUPPORTS
Agentforce
Agent Management supports Salesforce Agentforce.
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SUPPORTS
Copilot Studio
Agent Management supports Microsoft Copilot Studio.
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RELEASED
Dataiku
Dataiku released Agent Management covering multiple platforms.
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RELEASED
Dataiku
Dataiku released Agent Management for cross-platform agent inventory.
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RELEASED
Dataiku -> Agent Management
Dataiku released Agent Management covering multiple platforms.
Source finding
RELEASED
Dataiku -> Agent Management
Dataiku released Agent Management for cross-platform agent inventory.
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Source trail

Gurucul Help Net Security arXiv arXiv Paychex newsroom, corroborated by Paychex Q1 FY2027 results on GlobeNewswire Strands Agents Calcalist, corroborated by PR Newswire and The SaaS News Akamai (GlobeNewswire)Confido blog, corroborated by Axios Pro ThePrint (PTI), corroborated by Zoho press release via Public GitHub Synthesis of BigID (MarTech Series/PRNewswire), Cohesity (PR Newswire), Semarchy (Business Wire) and SereneDB (ACCESS Newswire), all 2026-09-22

Graph sources

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