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. Fraud Alert Triage Agent
   Triage NICE Actimize fraud_alerts and transaction_risk_scores against BigQuery historical baselines and analytics_events so the Fraud Operat
2. GTM Launch Planner
   Gemini interprets product requirements to generate tailored launch checklists appropriate for the launch tier. LLM reasons about which chann
3. Goal Drafting & Alignment Assistant
   Generates SMART goal drafts from role context and job descriptions. Auto-cascades objectives from company OKRs through every org level. so t
4. Goods Receipt & Service Entry Validator
   IoT/RFID data automatically cross-referenced against PO quantities with anomaly detection on variances. LLM validates service entry sheets a
5. GL Anomaly Detector
   Continuous scanning of 100% of GL postings with Benford's Law and statistical anomaly detection. Gemini investigates flagged anomalies by re
6. HR Tech Stack Intelligence
   Real-time inventory and license utilization monitoring. Proactive renewal alerts with cost-saving recommendations. so the HR Tech Lead can m
7. Headcount Planning Agent
   Automated HRIS-to-financial-plan sync with real-time misalignment detection. Gemini interprets hiring justifications and flags requests that
8. HR Data Lake Query
   Natural language interface to the unified HR data lake. Instant NL-to-SQL translation for complex cross-domain queries. so the People Analys
9. HiPo Identification & Nomination Agent
   Multi-signal HiPo scoring using performance data, 360 feedback, and project impact. Bias-adjusted nominations with transparency into weighti
10. Help HR Teams Resolve Benefits Enrollment Exceptions Before Payroll Cutover
    Help HR teams resolve benefits enrollment exceptions before payroll cutover by cross-referencing SAP S/4HANA FI benefit records with BlackLi
11. HRIS Data Quality Monitor Agent
    Continuous data quality monitoring with real-time anomaly detection. Automated duplicate identification and merge suggestions with confidenc
12. HiPo Development Journey Agent
    Personalized development journey design based on competency gap analysis. Automated stretch assignment matching to open opportunities and pr
13. Inventory Valuation Agent
    Item-level impairment assessment replaces blanket reserves with documented rationale per material. Gemini cross-references production plans
14. Insurance & Liability Monitor
    OCR/NLP via Document AI reads COIs in non-standard formats and extracts policy type, limits, deductibles, named insured, and endorsements. L
15. IT OKR & KPI Dashboard
    Gemini generates weekly performance narratives that explain why KPIs moved, not just that they moved. Cross-metric correlation reveals leadi
16. Intercompany Reconciliation
    Fuzzy matching across entities resolves 95% of IC transactions automatically. Gemini traces mismatches to contract amendments or unprocessed
17. Interview Question & Scorecard Builder
    Auto-generates role-specific structured interview guides mapped to required competencies and job level. Competency-mapped scorecards with st
18. Innovation & Value Engineering Tracker
    LLM evaluates technical proposals with domain understanding: 'Inconel 718 has adequate tensile strength for this application but lower fatig
19. Incident Auto-Remediator
    Receive production alerts, correlate with deployment history and APM traces, rank root causes from historical patterns, recommend and execut
20. Incident-to-Code Tracer
    Gemini traces incidents to specific code changes within minutes, recommending rollback vs. hotfix based on context. Deployment-incident corr
21. Invoice Processing & Matching
    Match an invoice to purchase order and goods receipt, resolve matching exceptions via Gemini, post to SAP, and document all decisions with s
22. IT GRC Dashboard & Reporter
    Gemini aggregates GRC metrics from ServiceNow, RSA Archer, and OneTrust into a unified cross-domain view. LLM generates executive narratives
23. Incident and Near-Miss Triage Agent
    Classify every new safety_incidents report from Sphera EHS by OSHA recordability and severity potential within 4 hours of submission, drivin
24. Inbound PO ETA Monitor
    Predict inbound PO arrival slippage from Manhattan Active WM warehouse_orders, pick_tasks, and inventory_snapshots evidence, cite the Execut
25. Identity & Access Anomaly Detector
    Gemini correlates identity anomalies with HR events in real time, catching orphaned accounts within hours. LLM contextualizes anomalies — di
26. Investor Relations Prep Agent
    Automated compilation of results, consensus estimates, and peer data in days instead of weeks. Gemini anticipates 40+ analyst questions with
27. Intercompany Netting Agent
    Multi-currency netting optimization reduces 120 payments to 15 net settlements, cutting bank fees and processing time by 85%. Gemini interpr
28. Invoice Data Extraction
    Extract invoice fields via OCR with LLM fallback for non-standard formats, resolve vendor identity against SAP master, validate against PO,
29. IT Control Testing Agent
    Gemini executes automated control tests and collects evidence artifacts from source systems directly. LLM assesses evidence quality beyond m
30. Interview Scheduling & Coordination
    Scan Greenhouse for interview panel requirements and candidate stage, query Google Calendar for all panelists and candidate availability acr
31. Intraday Liquidity Forecasting Engine
    Forecast each currency's intraday cash position from Murex MX.3 trades, positions, and risk_measures settlement ladders reconciled against B
32. Inclusive Hiring Audit
    Real-time analysis of funnel stages by demographic dimension. Automated identification of diversity drop-off points by manager. so the TA Le
33. Internal Communications Drafter
    Gemini drafts audience-specific variations explaining why each team should care about the announcement. LLM adapts tone for announcement typ
34. IaC Drift Detector
    Gemini explains drift with incident context — distinguishing emergency workarounds that should be imported from errors to remove. Daily drif
35. ITSM Analytics Dashboard
    Gemini generates the weekly report automatically with trend commentary and anomaly explanations. LLM separates signal from noise — 'volume u
36. IT Budget Forecast Agent
    Gemini explains variances with business context — separating one-time events from structural cost trends. Seasonal decomposition on cloud sp
37. Inventory Rebalancing Orchestrator
    Every night, reconcile supply_plans and demand_signals across plants in Kinaxis RapidResponse against SAP S/4HANA MM purchase_orders and mat
38. Investment Portfolio Optimizer
    Weekly optimization across yield, liquidity, and risk dimensions captures 130bps additional yield on the investment portfolio. Gemini interp
39. Influencer Discovery & Tracking
    Gemini evaluates content quality beyond metrics — whether influencers genuinely understand the industry vs. just having followers. Automated
40. Intelligent Ticket Router
    Gemini understands urgency signals in natural language — 'board presentation in 30 minutes' triggers VIP protocol. LLM classifies tickets wi
41. Integration Pattern Advisor
    Gemini understands integration requirements in natural language and matches against the full pattern catalog. LLM reasons about trade-offs b
42. Journal Entry Auto-Posting
    Pattern matching auto-posts 92% of journal entries without manual intervention. Gemini reads approval context to correctly classify non-stan
43. Job Description Generator & Optimizer
    Generates standardized, inclusive JDs from competency profiles. Real-time bias-free language screening and optimization. so the Recruiter ca
44. Job Architecture Sync Agent
    Continuous bidirectional sync between job architecture, compensation bands, and HRIS records. Automated drift detection alerts when roles, t
45. Keyword Strategy Agent
    Gemini analyzes search intent behind keyword clusters — distinguishing informational, commercial, and transactional queries. Continuous tren
46. KPI Dashboard Builder
    Real-time dashboard refresh with automated anomaly detection on 50+ financial KPIs. Gemini generates narrative commentary explaining the 'wh
47. Kubernetes Cluster Optimizer
    Gemini explains optimization opportunities with concrete savings — number of nodes to consolidate and dollar impact. Pod right-sizing based
48. Knowledge Base Auto-Resolver
    Gemini provides contextual answers that incorporate recent changes — 'use GlobalProtect instead of AnyConnect since March.' LLM adapts techn
49. Loss Ratio Trend Monitor
    Detect deteriorating state/class/tier cells in loss_cost_benchmarks and analytics_events within 3 weeks of onset - down from the current 4-6
50. Loan Documentation Exception Clearing Agent
    Classify and clear every open documentation exception in nCino Loan Origination's loan_applications, credit_memos, and covenant_records the