Impact Gallery
Anonymized success stories from our production deployments.
Industrial & Infrastructure Intelligence
Agentic Line Walkout (Industrial Audit)
An Auto-Auditor that reconciles physical reality (3D scans) with engineering intent (2D P&IDs). Using Gemini-powered agents and SAM 3 (Segment Anything Model), the system performs virtual walkouts to detect discrepancies between "as-built" and "as-designed" infrastructure.
Outcome:
Replaced thousands of manual inspection hours with a scalable, explainable AI process. Reduced time-to-insight from months to <2 days.
Equine Facial Recognition System
A production-ready biometric system for identifying horses leveraging Deep Learning (Vertex AI) and Vector Similarity Search to match new images against a reference database of 15 million.
Outcome:
Drastically improved accuracy of animal identification and reduced fraud/errors in health certification. Self-improving over time.
Traffic Data AI Enablement
A Hybrid AI Architecture (YOLO + Gemini Multimodal) for automated vehicle classification and velocity tracking, using LLMs to resolve situational difficulties like poor lighting.
Outcome:
Targeted 95%+ detection accuracy for FHWA classes. MLOps pipeline captures human corrections to retrain models, lowering costs.
Enterprise Operations & Fintech
SAS AI Migration Factory
An automated agentic pipeline to modernize 1,500 legacy SAS jobs. Using Gemini’s 2M+ token context, it extracts logic from 35-year-old code into modern Python, Go, and SQL.
Outcome:
Eliminated high proprietary licensing fees. A validation harness ensured 100% financial parity between systems.
Executive Attention Engine (EAE)
A multi-agent Financial Intelligence Platform that investigates financial anomalies in near real-time, shifting focus to Management by Exception with predictive scenario modeling.
Outcome:
Achieved a 10x reduction in data noise, allowing executives to focus solely on high-impact issues.
Automated Payables Express (APEX)
An AI-powered AP invoice automation system. Utilizing intelligent OCR/NLP to ingest, classify, and extract data from invoices, complete with an intelligent exception handling queue.
Outcome:
Reduced per-invoice processing time by 83%+ and systematically captured early-pay discounts to optimize cash flow.
Content Enrichment & Media Strategy
Advanced Customer Insights (ACI)
A Unified Customer Data Platform (UCDP) creating a Golden Customer Record. Uses Gemini to power a Customer Insights Agent for churn prediction and next-best-action recommendations.
Outcome:
Targeted 10-20% increase in retention. Improved ad inventory value and reduced manual reporting hours by up to 65%.
Modern Publishers Workbench
An internal AI co-pilot for editorial staff. Streamlines research via RAG, discovers visual assets via semantic search, and auto-generates SEO metadata and social snippets.
Outcome:
Increased accuracy by 35% and achieved a 55% reduction in article readiness time, increasing overall content volume.
AI-Powered Podcast Production Assistant
A modular platform automating the audio production cycle, from trend discovery and knowledgebase building to persona-based script generation and content enhancement.
Outcome:
Reduced end-to-end production cycle time by 60%, enabling a 45% increase in episode output without more staffing.
Specialized Agents & Medical AI
AI-Powered Conversational Training
A voice-first, agentic learning system delivering low-latency training. The AI agent gauges comprehension and adapts teaching strategies dynamically based on dialogue.
Outcome:
Enabled micro-learning in non-traditional contexts, increasing user engagement. Provided deep analytics on learner comprehension.
Virtual Triage & Predictive Diagnostics
A suite of AI tools including a 24/7 Symptom Checker, "Digital Twin" risk assessment, and Ambient Clinical Scribe generating professional SOAP notes from room conversations.
Outcome:
Optimized clinic flow by reducing manual charting. Increased revenue capture by mapping findings to billing codes.
Medical AI Vision for Practitioners
A computer vision platform for multidisciplinary automated analysis (Ophthalmology, Dermatology, Dentistry). Includes remote post-operative monitoring for AI-assisted healing assessment.
Outcome:
Standardized patient care across the team. Significantly reduced revenue leakage by ensuring all findings are billed.
Logistics & Policy Governance
Automated Load Email Processing
An automated intake system using Gemini and Document AI to extract load details from emails/attachments. Vectorizes content to enable semantic search and creates structured summaries.
Outcome:
Seamlessly captured and processed load data without manual entry, providing immediate visibility and summaries.
AI-Assisted Policy Generation
A Governed RAG architecture for drafting bespoke insurance policies. A Policy Intelligence Layer ensures every clause cites active statutes and detects legal changes.
Outcome:
Ensured defensible compliance. Accelerated underwriting with traceable, version-controlled audit trails for complex policies.