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.

1. Customer Care Triage Agent
   Classify every inbound Zendesk ticket within minutes of creation, enrich it with live Salesforce Commerce Cloud order and delivery status, a
2. CAPA Orchestration Agent
   Cut average CAPA cycle time from 84 days to 31 days and overdue CAPA actions from 38% to 6% by opening a structured CAPA workspace off quali
3. Cancellation Notice Compliance Agent
   Ensure every pending_cancel_nonpay or in_statutory_grace_period billing_accounts record receives a state-compliant cancellation notice - cor
4. Category Strategy Generator
   Gemini synthesizes 3 years of spend, market intel, and supplier performance into coherent strategy narratives. LLM reasons about which savin
5. Care Call Resolution Copilot Agent
   Give the Care Team Lead a single, CPNI-authenticated view of customer_interactions, queue_metrics, and Zendesk tickets/satisfaction_scores s
6. Compliance Training Content Generator
   Regulatory-change-triggered content updates ensure training reflects current requirements. Automated multi-jurisdiction localization with re
7. Creative Asset Generator
   Gemini interprets campaign briefs to generate contextually appropriate ad copy and messaging variations aligned with brand guidelines. Reaso
8. Close Checklist Orchestrator
   60+ close tasks auto-assigned with dependency enforcement and deadline management. Predicts bottlenecks from historical patterns and auto-es
9. Content Brief Generator
   Gemini analyzes top 10 ranking pages and identifies not just missing subtopics but structural and depth advantages competitors hold. Underst
10. Competitive Price Response Agent
    Detect competitor price moves on key-value items in price_recommendations and price_zones within hours of feed arrival, drive Price-index dr
11. COGS Reconciliation Agent
    Automated extraction and alignment of CO and FI COGS data eliminates manual data gathering. Gemini traces breaks to source documents and gen
12. Credit Risk Scorer
    ML model combines 40+ features from multiple bureaus with internal payment behavior for a holistic credit score. Gemini reads financial fili
13. Conversion Rate Optimization Agent
    Gemini generates conversion hypotheses grounded in behavioral data — mobile drop-off patterns, form friction, CTA placement. Automated funne
14. Campaign ROI Analyzer
    Generate multi-touch attribution results with calculated CAC per campaign, deliver executive ROI narrative with investment reallocation reco
15. Cost Allocation Agent
    Activity-based costing with multiple driver comparison identifies the most equitable allocation method. Gemini interprets disputes and recom
16. Click-and-Collect SLA Monitor
    Continuously track every BOPIS and curbside online_orders record against its 2-hour SLA clock using Manhattan Active WM pick_tasks telemetry
17. Campaign Ops Workflow Builder
    Gemini translates natural language descriptions into MAP-specific configurations with correct branching and exclusions. LLM identifies edge
18. Continuous Controls Monitor
    Real-time transaction monitoring detects violations within minutes of occurrence. Gemini interprets context — emergency delegations, documen
19. Cost-per-Query Optimizer
    Gemini identifies the top expensive queries and generates specific optimization instructions daily. LLM recommends partition filters, cluste
20. Carrier Delivery SLA Analyzer
    Reconcile every carrier invoice against contracted rate cards and delivery scans captured in warehouse_orders and pick_tasks so the on-time
21. Customer Journey Mapper
    Gemini interprets journey patterns strategically — revealing multi-stakeholder engagement as a key conversion driver. Automated cross-channe
22. Competitive Intelligence Monitor
    Gemini reads competitor announcements and reasons about positioning impact, interpreting marketing-speak that requires contextual understand
23. Content Performance Analyzer
    Gemini explains why high-performing blog posts lost traffic by correlating algorithm updates, competitor content changes, and freshness deca
24. Commercial Credit Memo Drafting Agent
    Assemble borrower financial spreads, global exposure, and collateral positions from nCino Loan Origination's loan_applications and credit_me
25. Change Risk Assessor
    Gemini assesses change risk holistically — detecting feature flag conflicts and schema dependencies automatically. LLM recommends optimal de
26. Changeover Time Optimization Agent
    Cut average changeover time from 47 minutes to 28 minutes and reduce changeovers exceeding standard from 35% to 9% by correlating Siemens Op
27. Competitive Battle Card Generator
    Gemini generates contextual battle cards with specific objection handlers grounded in Gong call analysis. LLM references actual competitive
28. Certificate of Insurance Issuance Agent
    Generate ACORD certificates of insurance directly from live Duck Creek Policy coverage data the instant a holder request arrives and deliver
29. Crisis Communications Advisor
    Gemini detects crisis signals in real-time and distinguishes genuine threats from manufactured controversy. LLM generates tiered response st
30. Compensation Letter Generator
    Auto-generates personalized total compensation statements with visual breakdowns. Multi-language support with culturally appropriate formatt
31. Counterparty Credit Exposure Monitor
    Aggregate potential future exposure, collateral balances, and netting-set positions from Murex MX.3 trades, positions, and risk_measures int
32. Calibration Analytics Agent
    Pre-calibration analytics surfacing distribution anomalies by manager. Bias detection across protected categories with statistical rigor. so
33. Catastrophe Exposure Rollup Engine
    Aggregate the full in-force book daily against Verisk ISO ERC territory_factors and loss_cost_benchmarks in BigQuery so the Portfolio Manage
34. Developer Experience Surveyor
    Gemini connects DORA metrics with developer sentiment — explaining why deployment frequency improved but satisfaction dropped. Slack sentime
35. Dispute Resolution Agent
    Gemini cross-references delivery records, contracts, and customer communications to build evidence-based resolution recommendations. ML clus
36. Dependency Vulnerability Scanner
    Gemini distinguishes critical CVSS scores from actual exploitability by analyzing service configuration and usage patterns. Blast radius ana
37. Data Catalog & Lineage Agent
    Gemini answers data discovery questions in natural language with provenance and quality context. LLM warns against using staging tables dire
38. Debt Covenant Tracker
    Continuous covenant monitoring with 2-quarter forward projections replaces quarterly surprise discoveries. Gemini reads loan agreements to a
39. Digital Transformation Tracker
    Gemini generates pillar-level status narratives with RAG ratings and actionable root cause analysis. Milestone slip prediction identifies at
40. Device Lifecycle Manager
    Gemini predicts device failures based on age, model history, and usage patterns — replacing time-based refresh. LLM generates phased refresh
41. Duplicate Invoice Detector
    ML clustering detects near-duplicates across entities using fuzzy matching on multiple features. Gemini reads line items to distinguish true
42. Data Quality Scorecard
    Gemini explains quality degradations with root cause hypotheses tied to upstream system changes. LLM correlates quality drops with recent da
43. Dispatch Optimization Orchestrator
    Continuously re-optimize the daily route board across field_work_orders and technician_schedules so completed jobs per technician per day ri
44. Deposit Attrition Early Warning Monitor
    Score every core_accounts deposit relationship weekly against account_transactions balance velocity and standing_orders redirection patterns
45. Database Performance Advisor
    Gemini suggests optimizations with cross-service pattern matching — applying successful fixes from one service to similar patterns elsewhere
46. Demand Pattern Analyzer
    Time-series decomposition with Holt-Winters/Prophet isolates trend, seasonality, and cyclical demand patterns. LLM cross-references demand a
47. DEI Communication & Programming Assistant
    Data-informed DEI communications tied to organizational representation data. Evidence-based program design informed by engagement and belong
48. Dunning Communication Drafter
    Gemini drafts context-aware communications -- a courtesy reminder to a long-term customer reads differently than a final notice to a high-ri
49. Duplicate Payment Detector
    ML clustering identifies duplicate patterns across time windows, legal entities, and invoice number variations. LLM reads line item descript
50. DEI Dashboard & Reporting
    Real-time DEI dashboards with automated data suppression. One-click generation of board-ready reports and disclosures. so the CHRO can move