RegTech for FinTech Compliance: Automating KYC, Reporting and Controls
How RegTech automates FinTech compliance across KYC, screening, transaction monitoring, reporting and control evidence, with an architecture, the role of AI and a…
Vimisha KENGINEERING BLOG
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21 articles in Industry AI Solutions
Vimisha K
LLMs in Financial Services: Document Intelligence, Knowledge Retrieval and Risk
How banks, lenders and insurers use large language models for document intelligence, knowledge retrieval and risk support, with a secure architecture, risk controls…
Paresh Purohit
AI in AML Transaction Monitoring: Fewer False Alerts, Explainable Decisions
How AI improves AML transaction monitoring: alert triage, anomaly and network analytics, AI-assisted investigations, explainability, model governance and metrics.
Paresh Purohit
AI Integration Across ERP, CRM and Supply Chain Systems: Patterns and Use Cases
How to integrate AI across ERP, CRM and supply chain systems: cross-system use cases, built-in copilots vs a shared AI layer, architecture, an…
Hetal K
AI for Clinical Documentation: Ambient Scribes, Speech AI and Clinician Review
How AI clinical documentation works: ambient scribes, speech recognition, diarization and note drafting, quality risks and evaluation, consent and HIPAA safeguards, and adoption.
Darshil Hirpara
EHR Data Migration with HIPAA Safeguards: Planning, Validation and Cutover
How to plan an EHR data migration: convert vs archive scope, terminology mapping, patient matching, validation, HIPAA safeguards for every copy of the…
Harshad Patel
AI Fraud Detection for Payment Companies: Real-Time Scoring, Rules and Review
How payment companies use AI fraud detection: real-time scoring architecture, signals, models, decision strategy, analyst review, metrics and compliance.
Mansukh Marakana
Why Healthcare AI Agents Stall at EHR Integration and How to Unblock Them
The seven reasons healthcare AI agents stall at EHR integration and how to unblock them: SMART on FHIR, safe write-back patterns, CDS Hooks…
Vimisha K
Adding AI to Legacy Systems: Cost Drivers, Architecture Options and ROI
How to connect AI to legacy systems with no APIs: five bridge architectures, indicative costs, when to modernize first and how to build…
Hetal K
Custom AI Integration Budget: What Mid-Market Companies Pay For and Why
Indicative USD ranges for custom AI integration by scope, where the budget goes, the running costs teams forget, and how to compare vendor…
Harshad Patel
AI Document Classification for Legal Contracts: Clauses, Extraction and Review Controls
Organize contract classification and clause evidence with explicit unknown states, confidential-data controls and accountable review. Includes a tested routing fixture.
Mansukh Marakana
Computer Vision for Automotive Vehicle Inspections: Damage Detection Workflow
Build an evidence-first vehicle inspection workflow with capture checks, visible-damage candidates and authorized review. Includes evaluation guidance and an implementation checklist.
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