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.
- Spare Parts Stockout Prediction Agent ★ 3
Predict stockout risk for critical spares by fusing IBM Maximo work-order demand signals with SAP S/4HANA MM on-hand and on-order quantities - Self-Service IT Bot ★ 3
Gemini understands IT issues in natural language and resolves common requests automatically. LLM executes automated fixes for password reset - Supplier Development Planner ★ 3
LLM reasons about root cause to match the right program: 'Quality issues stem from lack of SPC capability — a resident engineer program focu - Survey Design & Communication Agent ★ 3
Context-aware survey design based on org-specific themes and prior results. Personalized launch communications with response rate optimizati - Succession Pipeline Dashboard Agent ★ 3
Real-time succession pipeline visibility across all critical roles. Automated critical role risk scoring based on incumbent flight risk. so - Store Replenishment Orchestrator ★ 3
Continuously retune item-store min/max and presentation-minimum parameters across demand_forecasts, forecast_overrides, and item_master so o - Spend Classification & Enrichment ★ 3
Gemini reads vendor context, cost center, and purchase history to classify the 20% of transactions that ML cannot confidently handle. LLM re - Supplier Onboarding Orchestrator ★ 3
Orchestrates end-to-end workflow from document collection through vendor master creation in SAP XK01. LLM reads non-standard document format - Service Delivery Analytics Agent ★ 3
Real-time service delivery analytics with queue intelligence and trend detection. Predictive bottleneck identification before SLA breaches o - Savings Realization Tracker ★ 3
ML classifies savings types with realization probability scoring based on historical conversion rates. LLM interprets why savings leaked — r - Spot Buy Negotiation Agent ★ 3
Agent queries multiple marketplaces simultaneously and benchmarks against historical purchase data to establish competitive price ranges. LL - Supplier Pre-Qualification Screener ★ 3
NLP extraction reads full narrative answers — 'currently pursuing ISO 13485 with expected Q4 completion' flagged as conditional. LLM evaluat - Site Search Relevance Engine ★ 3
Cut the null search result rate from 14% to 2.5% and lift search-led conversion from 3.8% to 5.6% by mining BigQuery analytics_events and GA - Selection Debrief Summarizer ★ 3
Auto-summarizes interviewer feedback into structured debrief documents with competency-level roll-ups. Highlights consensus and disagreement - Sales Enablement Content Agent ★ 3
Gemini recommends the right content at the right deal moment based on context, not just stage. LLM provides personalization angles — 'the CT - Social Content Calendar Manager ★ 3
Gemini generates platform-adapted content — LinkedIn thought leadership, Twitter concise, Instagram visual-first storytelling. Optimal posti - Supplier Discovery & Matching ★ 3
Embedding search across multiple supplier databases matches capabilities semantically, not just by keyword. LLM translates natural-language - SAR Filing Preparation Agent ★ 3
Draft FinCEN-ready SAR narratives directly from escalated NICE Actimize investigation_cases and transaction_risk_scores, validate every fiel - SLA Breach Predictor ★ 3
Gemini predicts SLA breaches 4 hours in advance using complexity and workload modeling. LLM correlates at-risk tickets with systemic issues - Tax Provision Calculator ★ 3
Automated multi-jurisdiction provision calculation reduces cycle from 3-4 weeks to 3-5 days with ASC 740 workpapers. Gemini assesses uncerta - Total Loss Settlement Orchestrator ★ 3
Cut total loss claim cycle time from 19 days to 6 days by auto-assembling the valuation, lien payoff, salvage assignment, and title package - Total Rewards Optimizer ★ 3
Real-time modeling of base, bonus, and equity scenarios. Automated internal equity and market benchmark validation. so the Comp Manager can - Threat Intelligence Aggregator ★ 3
Gemini correlates threat feeds against asset inventory in real time, surfacing only threats relevant to the organization's stack. LLM genera - Technology Radar & Trend Scout ★ 3
Gemini synthesizes signals from research reports, GitHub trending, and internal engineering feedback into coherent radar updates. Adoption c - Total Cost of Ownership Modeler ★ 3
Multi-factor TCO spans 25+ cost dimensions: acquisition, logistics, quality, carrying, disposal, and risk premium. LLM quantifies hidden cos - Truck Roll Avoidance Agent ★ 3
Before any field_work_orders dispatch is booked, the agent runs remote diagnostics on the line, CPE, and provisioning state, correlates Zend - Transfer Pricing Monitor ★ 3
Continuous quarterly monitoring catches out-of-range pricing before audit exposure, enabling proactive adjustment. Gemini interprets OECD gu - Three-Way Match Exception Handler ★ 3
Fuzzy matching auto-resolves 75% of exceptions — qty tolerances, tax rounding, price adjustments within contract bands. LLM reads invoice li - Tail Spend Classifier & Opportunity Finder ★ 3
Pareto analysis segments the tail by transaction distribution; ML clusters similar purchases across vendors and BUs to size consolidation op - Travel & Expense Compliance Agent ★ 3
Policy rule engine validates meal limits by city tier, hotel rate caps, and mileage rates in real time at submission. Anomaly detection flag - Tech Debt Prioritizer ★ 3
Gemini correlates code quality with incidents and change velocity to produce a data-driven priority ranking. Refactoring ROI estimation give - Tower Maintenance Scheduling Engine ★ 3
Build risk-ranked preventive maintenance schedules from field_work_orders history, technician_schedules certifications, and BigQuery telemet - Technology Lifecycle Manager ★ 3
Gemini maintains a live technology census across CMDB, SAM, and code repositories with automatic EOL tracking. LLM reasons about migration s - Trial Balance Validator ★ 3
Automated cross-validation against all sub-ledgers with immediate out-of-balance detection. Statistical anomaly detection catches unusual ba - Tax Audit Prep Agent ★ 3
Automated document collection reduces preparation from 2-3 weeks to 2-3 days with organized, indexed packages. Gemini drafts responses citin - Trade Confirmation Break Resolution Agent ★ 3
Resolve unmatched Murex MX.3 trade confirmations by pinpointing the exact mismatched economic field against each booking and routing the cor - Tax Research Assistant ★ 3
RAG retrieval across tax databases and internal memos delivers cited research in 30 minutes, leaving only review time. Internal precedent sy - Technical SEO Monitor ★ 3
Daily automated monitoring with instant Slack alerts for critical SEO issues. Gemini diagnoses complex issues — explaining why thin content - Unapplied Cash Resolution Agent ★ 3
Resolve lockbox and agency-bulk suspense payments sitting against Guidewire BillingCenter billing_accounts and premium_invoices by fuzzy-mat - Usage Rating Anomaly Monitor ★ 3
Detect rated-revenue baseline deviations in Amdocs CES Billing rated_events within hours of a catalog change (not post-invoice, 30+ days lat - Unplanned Downtime Root-Cause Agent ★ 3
Cut unplanned downtime from 62 hours to 38 hours per month by automatically correlating Siemens Opcenter MES machine_events and OSIsoft PI S - UTM & Tracking Governance Agent ★ 3
Gemini detects semantic duplicates that pattern matching misses — different word orders referring to same campaign. LLM suggests canonical n - UGC & Advocacy Manager ★ 3
Gemini evaluates UGC quality beyond sentiment — assessing specificity, authenticity, and brand alignment for marketing usage. Automated moni - Voice of Customer Insights Analyzer ★ 3
Continuously mine 100% of Zendesk tickets, satisfaction_scores, and GA4 session_events/cart_events signals -- instead of the prior 5% sample - VaR Limit Breach Triage Monitor ★ 3
Decompose every Murex MX.3 risk_measures limit breach to the specific trades and positions driving it, cite BigQuery historical_metrics and - Vendor Payment Optimizer ★ 3
Dynamic payment optimization balances DPO targets against discount APR and cash availability. Gemini evaluates complex scenarios where disco - Vendor Master Data Manager ★ 3
Automated TIN verification, D&B validation, and bank detail screening at onboarding. ML-based duplicate detection catches name variants and - Vendor Promo Funding Reconciliation Agent ★ 3
Continuously match promo execution evidence — scans, markdowns, and ad placements in BigQuery analytics_events and historical_metrics — agai - Variance Analysis Agent ★ 3
Automated variance calculation with statistical significance testing at every hierarchy level. Gemini cross-references operational data to i - Vendor Performance Scorecard Analyzer ★ 3
Reconcile weekly Oracle Retail MFCS item_master, merchandise_hierarchy, and cost_changes against BigQuery analytics_events and historical_me