OKF bundles · Finance & crypto

35 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.

1. Premium Delinquency Outreach Agent
   Lift the Cure rate before cancellation KPI from 54% to 81% by nightly scoring every past-due billing_accounts record in BigQuery on self-cur
2. Reserve Adequacy Analyzer
   Continuously reconcile claims, claim_exposures, and reserve_lines from Guidewire ClaimCenter into BigQuery loss triangles, score chain-ladde
3. Rate Indication Preparation Engine
   Assemble state/line rate indications from Verisk ISO ERC loss_cost_benchmarks, BigQuery earned premium and loss trend data, and prior filing
4. Roaming Settlement Reconciliation Engine
   Reconcile every inbound and outbound roaming usage_records and rated_events entry against partner agreements and the current IOT rate table
5. Revenue Recognition Engine
   Gemini reads complex contract language and applies the ASC 606 5-step model with cited guidance. ML-based SSP estimation uses current transa
6. Revenue Leakage Detection Analyzer
   Reconcile usage_records, rated_events, and billing_accounts nightly at full volume so the Revenue Assurance Analyst can cut revenue leakage
7. Subrogation Opportunity Analyzer
   Lift the subrogation identification rate from 11% to 27% of eligible claims by mining claims, claim_exposures, and reserve_lines in Guidewir
8. SIU Referral Scoring Engine
   Rescore every open claim's fraud_screening_scores and network_link_indicators against Guidewire ClaimCenter claims, claim_exposures, and res
9. Standard Cost Variance Agent
   Gemini investigates significant variances by cross-referencing commodity markets and supplier benchmarks. Automated decomposition into price
10. SIM Swap Fraud Detection Monitor
    Detect and hold high-risk SIM swaps in Amdocs CES Billing before account-takeover fraud completes, lifting the fraudulent SIM swap intercept
11. Suitability Drift Review Monitor
    Screen 100% of client_households and financial_accounts every month for drift between documented risk_tolerance/investment_objective and act
12. Sales & Use Tax Automation
    Tax engine handles 99%+ of transactions automatically; Gemini resolves the remaining ambiguous edge cases. LLM interprets state-specific rul
13. Supplier Onboarding Orchestrator
    Orchestrates end-to-end workflow from document collection through vendor master creation in SAP XK01. LLM reads non-standard document format
14. Tax Provision Calculator
    Automated multi-jurisdiction provision calculation reduces cycle from 3-4 weeks to 3-5 days with ASC 740 workpapers. Gemini assesses uncerta
15. Total Loss Settlement Orchestrator
    Cut total loss claim cycle time from 19 days to 6 days by auto-assembling the valuation, lien payoff, salvage assignment, and title package
16. Technology Radar & Trend Scout
    Gemini synthesizes signals from research reports, GitHub trending, and internal engineering feedback into coherent radar updates. Adoption c
17. Transfer Pricing Monitor
    Continuous quarterly monitoring catches out-of-range pricing before audit exposure, enabling proactive adjustment. Gemini interprets OECD gu
18. Three-Way Match Exception Handler
    Fuzzy matching auto-resolves 75% of exceptions — qty tolerances, tax rounding, price adjustments within contract bands. LLM reads invoice li
19. Tax Audit Prep Agent
    Automated document collection reduces preparation from 2-3 weeks to 2-3 days with organized, indexed packages. Gemini drafts responses citin
20. Trade Confirmation Break Resolution Agent
    Resolve unmatched Murex MX.3 trade confirmations by pinpointing the exact mismatched economic field against each booking and routing the cor
21. Tax Research Assistant
    RAG retrieval across tax databases and internal memos delivers cited research in 30 minutes, leaving only review time. Internal precedent sy
22. Unapplied Cash Resolution Agent
    Resolve lockbox and agency-bulk suspense payments sitting against Guidewire BillingCenter billing_accounts and premium_invoices by fuzzy-mat
23. Usage Rating Anomaly Monitor
    Detect rated-revenue baseline deviations in Amdocs CES Billing rated_events within hours of a catalog change (not post-invoice, 30+ days lat
24. VaR Limit Breach Triage Monitor
    Decompose every Murex MX.3 risk_measures limit breach to the specific trades and positions driving it, cite BigQuery historical_metrics and
25. Vendor Payment Optimizer
    Dynamic payment optimization balances DPO targets against discount APR and cash availability. Gemini evaluates complex scenarios where disco
26. Vendor Master Data Manager
    Automated TIN verification, D&B validation, and bank detail screening at onboarding. ML-based duplicate detection catches name variants and
27. Vendor Performance Scorecard Analyzer
    Reconcile weekly Oracle Retail MFCS item_master, merchandise_hierarchy, and cost_changes against BigQuery analytics_events and historical_me
28. Wealth Client Onboarding Orchestrator
    Compress the signed-agreement-to-funded-account cycle from 18 days toward the 4-day target by validating client_households and financial_acc
29. Wire Exception Repair Agent
    Repair malformed payment_instructions in the FIS Payments Hub before each clearing_batches settlement_window cutoff, lifting the straight-th
30. Withholding Tax Agent
    Automated treaty rate lookup and application ensures optimal withholding on every cross-border payment. Gemini interprets complex treaty pro
31. Docs Index
    Bundle OKF 0.1 · 21 conceitos · viceenterprises2022-design/projects
32. Grant funding
    Bundle OKF 0.1 · 0 conceitos · xkazm04/ai-registry
33. AI Product Manager
    Bundle OKF 0.2 · 52 conceitos · Yoseph-Zuskin/AI-Product-Manager
34. Engineering knowledge
    Bundle OKF 0.2 · 10 conceitos · janthmueller/coco
35. Portfolio knowledge
    Bundle OKF 0.2 · 4 conceitos · hassanvfx/infinite-ai-context