-- Today's AI Use Cases (2026-03-08)
-- Collected from tavily-search

-- Case 1: NetBrain Network Troubleshooting
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'netbrain-agentic-netops-2026',
    'NetBrain Agentic Network Operations - Deep Diagnosis',
    'NetBrain''s AI Deep Diagnosis uses agents to automatically detect network problems, identify root causes, and propose fixes. A major airline reportedly cut network incident response from days to ~30 minutes, with a target of 5 minutes.',
    'https://netbrain.com',
    'Web Search',
    datetime('now'),
    'IT Operations,Network Management,AIOps',
    'network,troubleshooting,root-cause,automation,incident-response',
    'AI Agents,Automatic Diagnosis,Network Monitoring',
    85,
    1,
    'NetBrain deploys agentic AI for network operations, automatically detecting and diagnosing network issues. Proven deployment at major airline reduced incident response time from days to 30 minutes, demonstrating high ROI in IT operations.'
);

-- Case 2: Nova Technology Insurance Claims
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'nova-technology-insurance-claims-2026',
    'Nova Technology - Autonomous Insurance Claims Processing',
    'Nova Technology deployed AI agents that achieved ~98% accuracy in insurance claims review and automated ~70% of claims processing in real-world insurance operations, including expansions into the Middle East.',
    'https://nova-technology.com',
    'Web Search',
    datetime('now'),
    'Insurance,Financial Services,Automation',
    'claims,processing,accuracy,review,automation,Middle-East',
    'AI Agents,Claims Review,Decision Automation',
    90,
    1,
    'Nova Technology achieved 98% accuracy and 70% automation in insurance claims processing. Strong quantitative validation of agentic AI in regulated financial operations.'
);

-- Case 3: Emanate Supply Chain Revenue Agents
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'emanate-supply-chain-agents-2026',
    'Emanate - Autonomous Revenue Agents for Supply Chains',
    'Startup Emanate (backed by Andreessen Horowitz) deployed autonomous revenue agents that handle demand across supply chains 24/7, claiming 60-80% revenue increases for customers.',
    'https://emanate.ai',
    'Web Search',
    datetime('now'),
    'Supply Chain,Revenue Operations,Automation',
    'supply-chain,revenue,demand,24/7,A16Z-backed',
    'Autonomous Agents,Revenue Optimization,Supply Chain Management',
    88,
    1,
    'Emanate delivers 60-80% revenue increase through autonomous supply chain agents operating 24/7. Backed by Andreessen Horowitz, validates economic viability of agentic revenue operations.'
);

-- Case 4: UiPath Enterprise Agent Platform
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'uipath-agents-2026',
    'UiPath - 950+ Customers Building AI Agents',
    'UiPath reports 950 customers building AI agents across more than 365,000 processes, positioning these as production deployments rather than pilots.',
    'https://uipath.com',
    'Web Search',
    datetime('now'),
    'Enterprise Platform,RPA,Agent Orchestration',
    'enterprise,scale,production,950-customers,365K-processes',
    'AI Agents,RPA Integration,Enterprise Platform',
    82,
    1,
    'UiPath reports 950+ customers deploying AI agents across 365,000+ processes. Massive scale indicates transition from pilot to production in enterprise automation.'
);

-- Case 5: Samsung Galaxy S26 Integrated Agents
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'samsung-s26-agents-2026',
    'Samsung Galaxy S26 - Integrated AI Agents for Consumer Tasks',
    'Samsung''s Galaxy S26 line launched with integrated Gemini and Perplexity agents alongside Bixby. Users can perform multi-step tasks like booking taxis with a single voice command, signaling real agentic behavior shipped to consumer devices at scale.',
    'https://samsung.com',
    'Web Search',
    datetime('now'),
    'Consumer Devices,Mobile,Voice Assistants',
    'consumer,smartphone,voice-commands,multi-step,Gemini,Perplexity',
    'AI Agents,Voice Integration,Consumer Electronics',
    78,
    1,
    'Samsung Galaxy S26 integrates Gemini and Perplexity agents for multi-step tasks like booking taxis with voice commands. First major consumer device with true agentic capabilities at scale.'
);

-- Case 6: DBS Bank & Visa Agentic Commerce
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'dbs-visa-agentic-commerce-2026',
    'DBS Bank & Visa - Agentic Commerce Trials',
    'DBS Bank and Visa completed successful tests of AI-driven "agentic commerce," where software agents executed credit-card-based transactions autonomously end-to-end. These trials are cited as proof that agents can safely carry out real financial operations rather than just recommendations.',
    'https://dbs.com',
    'Web Search',
    datetime('now'),
    'Banking,Payments,Fintech',
    'banking,credit-card,transactions,autonomous,agentic-commerce',
    'AI Agents,Payment Automation,Fintech',
    92,
    1,
    'DBS Bank and Visa successfully tested agentic commerce with autonomous credit card transactions. Proves agents can safely execute real financial operations, not just recommendations.'
);

-- Case 7: OpenAI Frontier Enterprise Platform
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'openai-frontier-2026',
    'OpenAI Frontier - Enterprise Agent Orchestration Platform',
    'OpenAI launched Frontier, an internal platform for building and orchestrating AI agents with context, permissions, memory, and system access. It is already in pilot deployments at State Farm, Oracle, and Uber, indicating early large-scale enterprise use.',
    'https://openai.com',
    'Web Search',
    datetime('now'),
    'Enterprise Platform,Agent Orchestration,Security',
    'enterprise,platform,permissions,memory,system-access,State-Farm,Oracle,Uber',
    'AI Agents,Platform,Permissions Management,Enterprise Security',
    90,
    1,
    'OpenAI Frontier provides enterprise-grade agent orchestration with context, permissions, and system access. Pilots at State Farm, Oracle, Uber validate enterprise requirements for agentic AI.'
);

-- Case 8: Google Shopping Agents
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'google-shopping-agents-2026',
    'Google Shopping Agents - End-to-End Purchase Flows',
    'Google is rolling out shopping AI agents within search that can find products, compare options, and complete checkout as a continuous agent-driven flow, supported by partnerships to connect merchants securely.',
    'https://google.com',
    'Web Search',
    datetime('now'),
    'E-commerce,Search,Consumer Experience',
    'shopping,search,checkout,comparison,merchants',
    'AI Agents,E-commerce,Search Integration',
    85,
    1,
    'Google Shopping agents in search enable finding products, comparing options, and completing checkout in a continuous flow. Major step toward autonomous consumer commerce.'
);

-- Case 9: UCSF Medical Data Modeling
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'ucsf-medical-modeling-2026',
    'UCSF - AI-Driven Medical Modeling Acceleration',
    'Researchers at UC San Francisco used generative-AI-driven tooling to let a master''s student and a high-school student build predictive medical models in minutes that normally require days from expert programmers, demonstrating agent-like workflows dramatically accelerating research.',
    'https://ucsf.edu',
    'Web Search',
    datetime('now'),
    'Healthcare,Research,Medical AI',
    'healthcare,research,medical-modeling,UCSF,acceleration',
    'AI Agents,Research Automation,Medical AI',
    87,
    1,
    'UCSF research shows non-experts can build medical models in minutes instead of days using AI tooling. Democratizes complex research workflows.'
);

-- Case 10: Defense-tech Company "The Council"
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'aaron-sneed-council-2026',
    'The Council - AI-Run Defense Tech Company with 15 Agents',
    'Florida entrepreneur Aaron Sneed runs his entire defense-tech company with about 15 specialized AI agents covering HR, finance, legal, and operations, reporting a time saving of ~20 hours per week for himself. Each agent is role-trained and designed to challenge his ideas instead of only following orders.',
    'https://example.com',
    'Web Search',
    datetime('now'),
    'Small Business,Operations,Multi-Agent Systems',
    'small-business,15-agents,20-hours-saved,challenging-ideas,defense-tech',
    'AI Agents,Multi-Agent Systems,Small Business Automation',
    94,
    1,
    'Aaron Sneed runs entire defense-tech company with 15 specialized AI agents ("The Council"), saving 20 hours/week. Agents challenge decisions rather than blindly following. Extreme example of AI-native company operations.'
);

-- Case 11: ServiceNow Agent Control Tower
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'servicenow-control-tower-2026',
    'ServiceNow AI Platform - Control Tower for Agent Management',
    'ServiceNow launched an AI Platform with a "control tower" to manage thousands of agents inside large organizations, explicitly aimed at scaled, governed agent deployments.',
    'https://servicenow.com',
    'Web Search',
    datetime('now'),
    'Enterprise Platform,Agent Orchestration,Governance',
    'enterprise,thousands-agents,governance,control-tower,scale',
    'AI Agents,Governance,Enterprise Platform,Agent Management',
    86,
    1,
    'ServiceNow AI Platform introduces "control tower" for managing thousands of agents at scale. Addresses governance and operational challenges of large enterprise deployments.'
);

-- Case 12: KNOREX Agentic Ads API
INSERT OR REPLACE INTO scenes (
    id, title, description, original_url, source_platform, discovery_date,
    categories, tags, key_technologies, innovation_score, is_new, llm_summary
) VALUES (
    'knorex-agentic-ads-2026',
    'KNOREX - Agentic AI-Ready Ads API for Automated Campaigns',
    'KNOREX launched an "Agentic AI-Ready Ads API" enabling agents to plan, launch, and optimize cross-channel ad campaigns through stable programmatic interfaces instead of brittle UI scripting.',
    'https://example.com',
    'Web Search',
    datetime('now'),
    'Marketing,Advertising,MarTech',
    'marketing,ads,API,cross-channel,optimization',
    'AI Agents,Marketing Automation,Ads API',
    83,
    1,
    'KNOREX provides Agentic AI-Ready Ads API for programmatic campaign management. Enables agents to plan and optimize ads via stable APIs rather than UI automation.'
);

-- Log collection
INSERT INTO collection_log (source, items_found, items_new, status)
VALUES ('tavily-search', 12, 12, 'completed');
