published by vamsiramakrishnan
50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.
- Regulatory Filing Orchestrator ★ 3
Parallel data collection and automated validation cuts filing preparation from 4-6 weeks to 1-2 weeks. Gemini reviews disclosures against AS - Subrogation Opportunity Analyzer ★ 3
Lift the subrogation identification rate from 11% to 27% of eligible claims by mining claims, claim_exposures, and reserve_lines in Guidewir - Services Procurement & SOW Manager ★ 3
Rate card compliance engine validates every timesheet against contracted rates, roles, and budget caps in real time. LLM detects scope creep - Supplier Diversity Tracker ★ 3
Spend attribution engine maps every dollar to certified diverse suppliers with MBE/WBE/SDVOB/HUBZone classification. Tier-2 reporting aggreg - Stakeholder Satisfaction Analyzer ★ 3
Sentiment analysis on survey free-text, ServiceNow ticket patterns, and email communication tone. LLM identifies root causes — 'I don't unde - SIU Referral Scoring Engine ★ 3
Rescore every open claim's fraud_screening_scores and network_link_indicators against Guidewire ClaimCenter claims, claim_exposures, and res - Skills Gap Analyzer ★ 3
Dynamic skills mapping from projects, learning, and JDs. Heat maps identifying critical organizational capability gaps. so the L&D Lead can - Small Commercial Quote-Bind STP Engine ★ 3
Clear routine small commercial BOP and workers' comp policy_quotes for automatic bind in Guidewire PolicyCenter by scoring underwriting_subm - Spend Cube Builder & Enrichment ★ 3
ML taxonomy classifies 80% of transactions; LLM handles the remaining ambiguous 20% by reading vendor context and purchase history. Gemini r - Size & Pack Optimization Engine ★ 3
Learn store-cluster size curves from Oracle Retail MFCS item_master and merchandise_hierarchy transaction history, localize case-pack ratios - Supply Chain Disruption Monitor ★ 3
NLP on global news, weather, and maritime data detects emerging disruptions before they hit your supply chain. LLM connects a Reuters articl - Should-Cost Modeler ★ 3
Gemini interprets engineering specs like 'investment casting with post-machining to 0.05mm tolerance' and maps them to specific cost drivers - Savings Pipeline Tracker ★ 3
ML classifies savings types (hard negotiated, cost avoidance, demand reduction) with realization probability scoring. LLM interprets why sav - Service Catalog Recommender ★ 3
Gemini acts as a conversational guide — 'You're a new engineer, you'll need GitHub, AWS, and JetBrains.' LLM matches user needs to specific - SLO/SLI Monitor & Reporter ★ 3
Gemini generates SRE weekly reports that explain budget burn in business terms and recommend reliability sprints. Real-time error budget mon - Sourcing Channel Optimizer ★ 3
Gemini reasons about edge cases: '$8K recurring custom packaging — custom spec makes it supplier-dependent, not catalog-eligible despite rec - Shadow IT Detector ★ 3
Gemini detects shadow apps from multiple signals — OAuth grants, network traffic, and browser extensions. LLM assesses data exposure risk an - Supplier Consolidation Analyzer ★ 3
Graph analytics maps supplier-category-BU-geography relationships to surface consolidation clusters automatically. LLM reasons beyond number - Sanctions & Watchlist Screener ★ 3
Fuzzy name/alias matching across OFAC, EU, UN, and OFSI lists with configurable confidence thresholds. LLM resolves ambiguous matches using - SPC Drift Detection Monitor ★ 3
Continuously score quality_checks measurements against control limits and BigQuery historical_metrics baselines per characteristic across in - Store Task Compliance Agent ★ 3
Verify store-reported corporate task and promo-setup completion against UKG Dimensions shift_schedules and timecards, Oracle Xstore POS pos_ - Standard Cost Variance Agent ★ 3
Gemini investigates significant variances by cross-referencing commodity markets and supplier benchmarks. Automated decomposition into price - Social Listening & Sentiment Analyzer ★ 3
Gemini interprets nuanced social conversations — distinguishing genuine criticism from manufactured controversy. Real-time anomaly detection - SIM Swap Fraud Detection Monitor ★ 3
Detect and hold high-risk SIM swaps in Amdocs CES Billing before account-takeover fraud completes, lifting the fraudulent SIM swap intercept - Sourcing Channel Analytics Agent ★ 3
Real-time channel performance dashboards tracking volume, conversion rates, and time-to-fill by source. Cost-per-quality-hire analytics that - Specification Standardization Agent ★ 3
Gemini reads engineering specs and understands that '316L stainless, 2mm wall, 150mm OD' and 'SS316L seamless tube, NPS 6, Sch 10S' are the - SIEM Alert Triage Agent ★ 3
Gemini auto-classifies 92% of alerts as benign with evidence, surfacing only true threats for human review. LLM reasons about alert context - Supplier Risk Scoring Engine ★ 3
Multi-factor ML model integrates financial (RapidRatings), cyber (BitSight), operational (Resilinc), and credit (Moody's) data. LLM synthesi - Safety Observation Trend Analyzer ★ 3
Cluster emerging unsafe conditions and behaviors from weekly Sphera EHS safety_incidents observation text in BigQuery, correlate the cluster - Successor Readiness Assessment ★ 3
Data-driven readiness scores using multi-source evidence. Automated 9-box mapping from performance and potential data. so the CHRO can move - SEO Audit & Recommendation Engine ★ 3
Gemini reasons about why pages underperform — diagnosing intent mismatches, not just technical issues. Automated monthly crawls with continu - Security Incident Responder ★ 3
Gemini reconstructs the attack kill chain in minutes using MITRE ATT&CK mapping across all security telemetry. LLM generates tailored respon - Supplier Scorecard Generator ★ 3
Automated KPI aggregation with statistical significance testing on performance changes — flags real shifts vs. noise. LLM generates scorecar - System Dependency Mapper ★ 3
Gemini merges APM traces, CMDB records, and code-level dependencies into a live dependency graph. LLM reasons about which dependencies are c - Sub-Tier Visibility Agent ★ 3
Graph analytics maps multi-tier supply networks with risk propagation modeling — if tier-2 fails, which products are affected. LLM reads CMR - Suitability Drift Review Monitor ★ 3
Screen 100% of client_households and financial_accounts every month for drift between documented risk_tolerance/investment_objective and act - Submission Appetite Screening Agent ★ 3
Screens inbound underwriting_submissions and policy_quotes against the current appetite matrix and LexisNexis risk_reports/mvr_records evide - SOX Control Testing Agent ★ 3
Gemini evaluates control evidence for sufficiency and identifies gaps requiring additional testing. Risk-based statistical sampling ensures - Supplier Quality Scorecard Engine ★ 3
Refresh supplier risk scorecards weekly by correlating inspection_lots and nonconformance_records from SAP S/4HANA QM against purchase_order - Sole/Single Source Justification Drafter ★ 3
Gemini drafts justifications that meet audit requirements — reasoning through proprietary lock-in, qualification timelines, and regulatory b - Shrink Anomaly Analyzer ★ 3
Detect and rank void, refund, no-sale, and discount anomalies across every Oracle Xstore POS pos_transactions and tender_records row each ni - Scrap and Rework Analytics Engine ★ 3
Joins Siemens Opcenter MES production_orders, machine_events, and quality_checks with SAP S/4HANA PP process_orders and work_center_confirma - Strategic Initiative Q&A ★ 3
Gemini provides instant, data-backed answers by querying Confluence, Jira, and BigQuery simultaneously. Every answer includes real-time stat - Sales & Use Tax Automation ★ 3
Tax engine handles 99%+ of transactions automatically; Gemini resolves the remaining ambiguous edge cases. LLM interprets state-specific rul - Social Media Analytics Dashboard ★ 3
Gemini generates performance narratives that explain the 'so what' — not just data but strategic implications. Unified cross-platform analyt - Sanctions Screening Hit Analyzer ★ 3
Auto-adjudicate sanctions screening_results hits from Fenergo CLM against OFAC SDN, UN 1267 Committee, and EU Consolidated list entries by s - Site Serviceability Qualification Agent ★ 3
Qualify entire multi-site address lists against fiber routes, lit buildings, and fixed-wireless coverage from Salesforce Communications Clou - Scenario Modeling & Sensitivity ★ 3
Natural-language what-if questions translated directly into simulation parameters by Gemini. Monte Carlo runs across 20+ variables in minute - Supplier Delivery Risk Analyzer ★ 3
Score every open SAP S/4HANA MM purchase_orders record against supplier rolling on-time performance and Kinaxis RapidResponse scenario_runs - Store Labor Forecast Engine ★ 3
Lift schedule-to-demand fit from 71% to 91% and cut last-minute schedule edits from 23 to 6 per store per week by forecasting 15-minute inte