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. Budget Builder & Consolidation
   Gemini reads all BU narrative justifications and assesses reasonableness against historical patterns. Automated consolidation resolves cross
2. Background & Sanctions Screener
   Fuzzy name matching with entity context resolves 90%+ of ambiguous matches automatically — 'Mohammad Al-Hassan' matched against 47 entries b
3. Bank Reconciliation Agent
   ML matching achieves 96% auto-reconciliation rate, reducing manual effort from 3 hours to 20 minutes of exception review. Gemini investigate
4. Brand Guidelines Enforcer
   Gemini scans every submitted asset for visual and messaging compliance in under 5 minutes. LLM catches tone mismatches that pixel-level chec
5. Benefits Q&A & Enrollment
   Answer a benefits question with personalized plan evidence and, when an employee asks to enroll or change coverage, submit the enrollment to
6. Beneficial Ownership Refresh Agent
   Complete each entity customer's periodic beneficial-ownership refresh in Fenergo CLM by distinguishing genuine ownership changes from no-cha
7. Brand Health Monitor
   Gemini synthesizes mentions, search trends, sentiment, and competitive data into a unified brand health score. LLM interprets why sentiment
8. Benchmark Intelligence Agent
   RAG over Hackett, CAPS, Gartner, and Ardent Partners benchmarks with internal KPI comparison. LLM contextualizes comparisons: 'Our 4.2-day c
9. Branch Cash Position Forecast Engine
   Forecast next-day vault and ATM cash demand per branch from Temenos Transact account_transactions, standing_orders payroll cycles, and BigQu
10. Bid Evaluation & Scenario Analyzer
    Gemini synthesizes 6 bids across 40 criteria into a narrative that explains why Supplier B's higher price is justified by quality track reco
11. Brand Voice Checker
    Gemini assesses whether content sounds like the brand, catching tonal mismatches that go beyond prohibited terms. Understands the difference
12. Customer Voice & Review Monitor
    Gemini extracts product intelligence from reviews — feature gaps, integration pain points, competitive signals. LLM detects patterns across
13. Clause Risk Analyzer
    Gemini understands that uncapped 'consequential damages' combined with broad indemnification creates compounding liability exposure. LLM det
14. Compliance Tracking & Escalation Agent
    Real-time compliance completion dashboards with drill-down by team and region. Intelligent escalation chains with tiered manager and HRBP no
15. Consolidation & Elimination Agent
    Automated entity data collection with currency translation reduces cycle time dramatically. 97% IC auto-matching with BlackLine integration
16. Category Roadmap Planner
    Gemini reasons about sequencing: 'Consolidate the supply base before renegotiating — the volume leverage from 5 to 2 suppliers adds 12% nego
17. Campaign Calendar Orchestrator
    Gemini reasons about campaign priority when overlapping audiences are targeted in the same week, considering funnel stage and deal potential
18. CI/CD Pipeline Optimizer
    Gemini diagnoses pipeline failures with contextual fix recommendations — not generic error messages. Flaky tests automatically identified an
19. Capacity Planning Agent
    Gemini correlates capacity needs with business events, providing 2+ weeks of lead time for pre-scaling. Time-series forecasting with seasona
20. Cell Congestion Forecasting Engine
    Forecast per-sector PRB utilization and throughput demand from Ericsson Network Manager performance_counters trended against BigQuery histor
21. Category Spend Dashboard
    Gemini generates plain-English commentary per dashboard section: 'IT hardware up 35% QoQ — driven by data center refresh, not organic growth
22. Cash Flow Forecaster
    Automated multi-horizon forecasting with seasonal decomposition achieves 93% accuracy at 30-day horizon. Gemini incorporates qualitative bus
23. Commodity Price Forecaster
    Time-series forecasting across 40+ commodity indices with volatility modeling and hedging window identification. Gemini interprets market-mo
24. Customer Payment Predictor
    ML model predicts payment dates at the invoice level with +/- 3 day accuracy, enabling precise liquidity planning. Gemini interprets qualita
25. Complaint Root Cause Analyzer
    Classify true contact drivers from customer_interactions and queue_metrics independent of agent disposition codes, correlate spikes in analy
26. Capability Assessment Agent
    Weighted scoring against 40+ technical and commercial criteria applied consistently across all respondents. LLM evaluates narrative claims i
27. Capital Expenditure Analyzer
    Automated NPV/IRR/payback calculation with sensitivity analysis on key assumptions. Gemini reads project justifications and compares against
28. Compensation Philosophy Communicator
    Interactive compensation philosophy guides tailored to each manager's context. Contextual pay decision support surfacing relevant policy at
29. Collections Priority Engine
    ML scoring prioritizes by collection probability, not just amount -- a $50K receivable with 90% collection chance outranks a $200K one at 20
30. Candidate Sourcing & Outreach Agent
    Multi-channel intelligent sourcing across internal databases, professional networks, and talent communities. Personalized outreach sequences
31. Compliance Posture Scanner
    Gemini generates audit-ready compliance narratives weekly with automated evidence collection. LLM maps findings to specific framework requir
32. Concentration Risk Analyzer
    HHI calculation across all categories with what-if simulation — single supplier failure impact modeled against revenue and production. LLM t
33. Code Review Assistant
    Gemini catches policy violations and architecture drift that even experienced reviewers miss in high-volume review cycles. Every PR gets sec
34. Communication Reach & Sentiment Analyzer
    Multi-channel reach and engagement analytics with interaction depth scoring. NLP sentiment analysis of employee reactions and feedback signa
35. Catalog Curation & Recommendation
    LLM interprets natural-language searches — 'something to organize cables under my standing desk' returns cable management trays even though
36. Competitive Win-Loss Analyzer
    Classify every closed opportunity in Salesforce Communications Cloud's service_quotes and order_captures by loss driver, detect emerging com
37. Credit Portfolio Concentration Monitor
    Continuously aggregate committed and outstanding exposure from nCino loan_applications, credit_memos, and covenant_records against board con
38. Contract Authoring Agent
    Gemini drafts contextual scope of work, performance standards mapped to supplier KPIs, and jurisdiction-adapted clauses. LLM reasons about w
39. Component Obsolescence Risk Monitor
    Correlate supplier end-of-life and lifecycle-risk signals against active PTC Windchill PLM bom_revisions usage and remaining SAP S/4HANA MM
40. Contract Analytics Dashboard
    Gemini generates narrative commentary: 'Cycle time increased 40% driven by 3 board-approval deals, not systemic slowdown — excluding outlier
41. Change Communication Drafter
    Generates tailored communications for each stakeholder tier — executives, managers, and impacted employees. Applies a consistent messaging f
42. Cart Abandonment Recovery Orchestrator
    Score every abandoned cart_events record within 35 minutes of abandonment using Commerce Cloud, Marketing Cloud, and Segment signals, then d
43. Community Engagement Responder
    Gemini classifies intent and drafts contextually appropriate responses — empathetic for complaints, informative for prospects. Support issue
44. Card Dispute Chargeback Orchestrator
    Move the Chargeback win rate from 48% to 71% and hold network deadline misses at or below 0.5% by classifying disputes to the correct reason
45. Content Repurposing Agent
    Gemini intelligently repurposes content into 5-8 platform-adapted assets \\u2014 not mechanical extraction but creative reframing. Each deri
46. Cloud Cost Optimizer
    Gemini contextualizes savings with workload awareness — distinguishing dev environments to schedule from production to right-size. Daily was
47. Contract Compliance Auditor
    Monthly audit of contract terms against actuals: match pricing schedules and invoices, detect overcharges and rebate cliff opportunities, in
48. Cash Application Agent
    ML model trained on 3 years of application history achieves 95%+ auto-match rate, freeing staff for exception management. Gemini reads remit
49. Churn Save Desk Agent
    Give the Retention Marketing Manager a single call-time view of the customer's churn driver, lifetime value, and network-experience history
50. Campaign Builder & Orchestrator
    Gemini interprets campaign briefs and reasons about the optimal multi-touch journey for each audience segment. Drafts personalized email seq