Impact Gallery
Anonymized success stories from our production deployments. Fourteen systems, all in production.
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.
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.
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.
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.
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.
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