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. ge-agent-factory ★ 3
   GE Agent Factory: compile enterprise workflows into governed agent contracts, generated agents, eval suites, and live proof. Ships the facto
2. Account Reconciliation Agent
   Auto-matching and risk-based prioritization certifies 85% of accounts without manual review. Gemini reads contracts to validate prepaid and
3. 1:1 Meeting Prep
   Auto-generated agendas with goal progress and recent feedback. Suggested coaching topics based on real-time performance signals. so the Mana
4. Audit & Corrective Action Tracker
   LLM reads audit finding narratives and auto-generates structured CAPA plans with specific actions, owners, and deadlines. Assesses supplier
5. Account Opening Document Follow-Up Agent
   Cut the share of accounts opened with incomplete documentation from 18% to 3% and the average days to cure a document exception from 12 days
6. AP Policy Compliance Monitor
   100% of AP transactions scanned weekly against policy rules — no sampling gaps. Gemini detects split-purchasing patterns by analyzing same-v
7. Attrition Prediction & Intervention
   ML-driven flight-risk scores from HRIS and engagement signals. Proactive alerts to HRBPs with suggested retention actions. so the HRBP can m
8. Ad Copy Generator & Tester
   Ingest campaign brief, analyze historical creative performance, generate platform-tailored ad copy variants compliant with brand voice, publ
9. Audit Report Generator
   Gemini drafts comprehensive audit reports with executive summary, root cause analysis, and recommendations. Automatic tone adaptation — risk
10. Assortment Rationalization Engine
    Continuously score every SKU in Oracle Retail MFCS item_master against BigQuery productivity and transferable-demand baselines to drive a ra
11. API Catalog & Governance
    Gemini reviews API designs for clarity, consistency, and backward compatibility — beyond mechanical linting. Automated compliance scanning c
12. Architecture Compliance Scanner
    Gemini scans code, infrastructure, and runtime traces weekly against architecture guardrails. LLM explains violations with business context
13. ACH Return Root Cause Analyzer
    Cluster daily ACH return codes by originator and SEC code across FIS Payments Hub payment_instructions and clearing_batches, project Nacha t
14. Attrition Analytics Agent
    Score employee and team flight risk using BigQuery ML attrition models, identify root-cause drivers via engagement and tenure signals, and r
15. AR Aging & DSO Analyzer
    Automated segment-level DSO analysis reveals that a 5-day DSO increase is driven entirely by 2 government contracts, not a systemic issue. G
16. AI Ethics & Bias Monitor
    Gemini contextualizes bias findings — distinguishing proxy feature effects from legitimate correlations. LLM recommends concrete remediation
17. Advisor Next Best Action Engine
    Detect money-in-motion signals across client_households and financial_accounts using BigQuery analytics_events and historical_metrics, score
18. Accruals & Deferrals Engine
    Automated identification of all transactions requiring accrual/deferral treatment. Gemini reads contracts and POs to determine precise accru
19. Agent Commission Reconciliation Engine
    Reconcile every commission line in Guidewire BillingCenter's billing_accounts, premium_invoices, and payment_plans against the governing age
20. Access Provisioning Orchestrator
    Ingest HR events from Workday, match role-based access templates from Okta, enrich with BigQuery peer patterns, use Gemini to resolve edge c
21. ASC 606 Contract Analyzer
    Gemini reads complex contract language and applies the 5-step ASC 606 model with cited guidance. Precedent matching ensures consistent treat
22. A/B Test Analyzer
    Gemini interprets test results strategically — segment-specific winner analysis reveals enterprise vs. SMB divergence. Automated significanc
23. Advisory Fee Billing Anomaly Analyzer
    Recompute every financial_accounts record's expected advisory fee from its client_households' contracted breakpoint schedule and householdin
24. Audit Evidence Collector
    Gemini interprets auditor requests in audit language and maps them to specific internal evidence sources. Auto-collects evidence from Jira,
25. Account Reconciliation Agent
    Auto-matching and risk-based prioritization certifies 85% of accounts without manual review. Gemini reads contracts to validate prepaid and
26. AML Alert Investigation Agent
    Cut the average investigation time per NICE Actimize fraud_alerts case from 95 minutes to 25 minutes by auto-assembling the investigation_ca
27. Approval Workflow Optimizer
    Pattern analysis detects rubber-stamping (<30s approval times), bottleneck approvers, and delegation gaps. LLM reasons about the why: 'Manag
28. Audience Segmentation Engine
    Gemini interprets qualitative signals that scoring models miss \\u2014 prospect blog posts, job postings, and LinkedIn activity signaling bu
29. Agency Production Performance Monitor
    Detect agencies in the Duck Creek Policy book whose quote volume, hit ratio, or retention is slipping, using BigQuery historical baselines,
30. Ad-Hoc Query Agent
    Natural language interface makes financial data accessible to any business user. Gemini interprets ambiguous questions and returns answers w
31. ABM Campaign Manager
    Gemini researches target accounts and reasons about which pain points resonate based on industry, size, and recent initiatives. Generates pe
32. AP Aging Analyzer
    Auto-refreshed AP aging with DPO trending and vendor concentration analysis. Disputed invoices tracked with resolution timelines and working
33. Agreement Hierarchy Tracker
    Gemini maintains a knowledge graph of agreement relationships — MSA → SOW → amendments → change orders → POs — updated in real time. LLM res
34. Application Fraud Screening Agent
    Screen 100% of new-business applications at quote and bind against FRISS Fraud Detection's fraud_screening_scores and LexisNexis Risk Soluti
35. Analyst & Influencer Relations Tracker
    Gemini prepares briefing materials that anticipate questions based on each analyst's recent publications and perspectives. LLM synthesizes c
36. Audit Finding Tracker
    Automated deadline tracking with escalation ensures findings don't age without action. Gemini evaluates whether remediation plans address ro
37. ADR Drafter
    Gemini retrieves all related ADRs, system context, and technology radar data to build comprehensive decision context. LLM reasons about arch
38. Auction Strategy Advisor
    Gemini reasons about auction format fit: 'Only 2 qualified bidders with high switching costs — sealed bid outperforms English auction here.'
39. Alarm Noise Reduction Engine
    Correlate raw Ericsson Network Manager network_alarms and cell_sites topology with Splunk log_events and BigQuery historical baselines into
40. Budget Allocator & Forecaster
    Gemini interprets why channels underperform by reading campaign notes, creative change logs, and market context beyond the numbers. Marketin
41. Benefits Utilization & Cost Analyzer
    Unified benefits utilization dashboard consolidating all carrier data. Predictive cost modeling for renewals with plan design optimization.
42. Bill Dispute Resolution Agent
    Adjudicate each contested charge against billing_accounts, rated_events, and usage_records evidence and resolve it within roughly 1.5 days o
43. Broker Submission Intake Orchestrator
    Convert broker-submitted ACORD applications, loss runs, and SOV schedules into structured, evidence-cited Duck Creek Policy submission recor
44. Business Review Prep Agent
    LLM synthesizes scorecard data, 3 prior QBR action items, contract performance, and market conditions into a compelling presentation narrati
45. Bad Actor Asset Analyzer
    Rank the top-10 bad-actor assets in IBM Maximo's asset_registry_entries by a combined repair-cost, downtime, and failure-frequency index bui
46. Board Deck Generator
    Automated KPI aggregation and chart assembly from 15+ data sources into slide templates. Gemini generates management discussion narratives t
47. B2B Quote Configuration Agent
    The agent assembles a validated multi-site quote from service_quotes and subscriber_accounts, gating every line on serviceability_confirmed
48. BOM PLM-ERP Sync Monitor
    Reduce active BOM discrepancies between PTC Windchill PLM and SAP S/4HANA PP from 260 to 15 by nightly reconciling engineering_change_orders
49. Backup & DR Compliance Agent
    Gemini identifies backup coverage gaps immediately — catching systems dropped from backup jobs during migrations. Continuous RPO/RTO complia
50. Batch Record Review Analyzer
    Screen every inspection_lots and quality_checks record against spec limits, AQL sampling rules, and e-signature completeness the moment Siem