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Odyssey Scout is a governed web research engine that enables AI agents to explore the live web while maintaining audit-ready compliance through policy-gated browsing, line-level SourceSnips™ citations, and exportable evidence packs all within your VPC. It transforms ungoverned web access into defensible, traceable research workflows with human-in-the-loop approvals and tamper-evident trails for regulated environments.

AI agents with web search access are parroting unreliable sources Reddit posts, SEO spam, and outdated content leading to a 35% false information rate in 2025. This article exposes 10 critical failure modes of search-powered agents and provides 12 architectural defenses: layered trust scoring, multi-source corroboration, prompt-injection hardening, and citation-first transparency. Discover how Odyssey Scout™ implements these principles to achieve 97% validated output for compliance-critical scenarios. Stop agents from acting on the loudest page learn defense-in-depth strategies for governed web intelligence.

AI shouldn’t act blindly. Odyssey AI’s Human-in-the-Loop adds intelligent pause points and editable approvals, so agents stay fast on safe steps and pause on risky writes. Leaders get speed, control, and audit-ready evidence without turning workflows into ticket queues.

Google's Agent Payments Protocol (AP2) launches as the first industry standard for AI agents to execute autonomous payments, backed by 60+ partners including Mastercard, PayPal, and Coinbase, using three cryptographically signed mandates that create tamper-proof audit trails from intent to completion. InteliGems delivers the governance layer that makes AP2 defensible for regulated industries through separation of duties, policy enforcement, and comprehensive evidence generation.

InteliGems Agent Fleet v2.0: Deploy governed multi-agent AI in your VPC/on-prem with SoD/HITL and audit-ready evidence. Built on open-source Odyssey 3.0, no lock-in.

This comprehensive evaluation guide analyzes 6 leading AI platforms for automated customs tariff refund processing in 2025, comparing their compliance capabilities, audit trails, and ERP integration. With the Trump tariff implementation creating a $30B-$60B refund opportunity, the guide provides scoring across five key pillars to help importers choose the right automation solution. Featured platforms include InteliGems, Microsoft Azure AI, SAP Intelligent Trade, and Oracle Trade Management with detailed ROI analysis.

The article explains how traditional RAG blindly trusts retrieved context, leading to errors in high-stakes settings. CRAG adds “quality gates,” fallback search/HITL, and decision traces so outputs stay accurate, auditable, and business-ready.

This 2025 buyer’s guide compares 15 leading AI platforms on governance, dataset targeting, and audit readiness. Learn why @Dataset Targeting is key to cutting costs, improving accuracy, and producing defensible audit evidence. InteliGems and other vendors are scored across five pillars to help regulated buyers choose wisely.

Odyssey 3.0 delivers a full redesign with MCP tools, web search, visual agent builder, and analytics giving compliance and risk teams private, traceable, audit-ready AI agents.

A sales playbook is a guide that helps sales teams close more deals and increase win rates.

A successful sales strategy prioritizes providing customer value and building trust over focusing on price alone.

Customer Value Management (CVM) uses data and automation to maximize customer value and business growth.

To close more deals, salespeople must understand a customer's perceived value beyond just price.

An effective pitch deck is an essential presentation used to secure funding from investors.

This guide provides a framework to define your ideal customer to provide value and attract new ones.

Final chance to close the deal! POV and POC are the vital final steps that prove a product's value and secure the win.

Testing hypotheses and assumptions pre-launch ensures a better go-to-market strategy by avoiding common mistakes.

AI enhances the remote employee experience by helping leaders recognize burnout, improve meetings, and facilitate better conversations.

A direct, confident focus on customer value over price is key for B2B sales, allowing for more meaningful conversations.

AI tools help businesses understand customer value by enhancing meetings, UX, and product development.

A SWOT analysis helps companies assess their strengths, weaknesses, opportunities, and threats to inform future decisions.

By using a layered approach to questioning, sales professionals can build trust, persuade clients, and understand their motivations.

Mastering the art of asking questions—whether open, closed, or probing—is essential for better communication and gathering valuable information.

Deep InteliGraph is a new AI algorithm providing advanced contextual enrichment and knowledge discovery for enterprises.

A new demo playground showcases how Agentic AI automates and enhances compliance for regulated industries.

Odyssey Anywhere is a new AI-powered work assistant designed to transform your workflow and provide a competitive edge.

Tools designed to solve the challenges of unreliable, "black-box" AI in regulated industries.

The first explainable GenAI system designed to provide regulated industries with highly accurate, transparent, and trustworthy compliance automation.

A private AI work assistant that uses a dual-pane architecture for the secure analysis of public and proprietary data.

The company offers businesses private GenAI instances that safeguard data and deliver a competitive edge.

A secure, low-carbon AI assistant designed for sustainability professionals, providing insights for automated reporting, regulatory compliance, and supply chain analysis.

This advanced Intelligent Work Assistant uses a unique two-pane view to securely analyze public and private data, providing actionable, traceable insights through a browser extension.

InteliGems Holdings invested $1.2 million in Odyssey, a private AI solution that helps businesses achieve a competitive advantage through cost-effective AI adoption.

Organizations must evaluate risks and tradeoffs before trusting commercial LLMs with their IP. Private LLMs offer a more secure and efficient solution.

Odyssey is a new private LLM offering secure, accurate, and cost-effective AI solutions with near-zero hallucination.