Artificial Intelligence & Machine Learning
Secure GenAI, computer vision, and predictive analytics. On-prem or cloud. From RAG copilots to fraud and robotics, we deliver production AI fast.
From a childhood chess-learning machine and homemade robots to modern Generative AI, computer vision, and predictive analytics, we’ve spent decades turning AI theory into practical business impact. Today, TaylorMade Software delivers secure, enterprise-ready AI solutions across AWS, Azure, GCP, and Snowflake—including private, on-prem GenAI for sensitive data.
What We Deliver
- Generative AI assistants, retrieval-augmented generation (RAG), and digital twin chatbots (Snowflake Cortex, Azure OpenAI, Bedrock)
- Computer vision for safety, quality, and efficiency (video stream analytics, anomaly & pattern detection)
- Predictive maintenance and early-warning systems for aerospace, robotics, and manufacturing
- Fraud detection models combining supervised/unsupervised learning with rules and graph signals
- Autonomy & control algorithms for UAV/robotics (course correction, return-to-base, feedback loops)
- End-to-end ML Ops: data pipelines, feature stores, CI/CD, monitoring, drift & prompt evaluation
- Governance, privacy, and Zero-Trust security: PII redaction, tokenization, encryption, access policies
Our AI Journey (Credibility You Can Trust)
- Early Innovation: Late ‘60s chess-learning project; early ‘70s home-built robots (pre-PC era)
- Expert Systems: 1990s LISP & ExpertRule for trading systems; DigiZap with Microsoft Agent voice interfaces
- Rules & Workflow: 2000s business rules engines and Windows Workflow (WF) orchestration at scale
- Robotics & IoT: 5D Robotics (now Humatics) time-series telemetry, RCA loops, and optimization at industrial scale
- Autonomy: AV/UAV autopilot & course correction algorithms for reliable return-to-base operations
- Aerospace: Pratt & Whitney predictive/GenAI alerts for early engine-failure detection
- Vision AI: Loko.ai real-time detection (safety, intrusions), with expert feedback on line efficiency
- Cyber AI: Forescout GenAI summarization for SOC SPOG operations
- Insurance ML: Hannover Re policy-to-program intelligent matching with minimal inputs
- Fraud AI: CostFirst anti-fraud analytics blending ML, rules, and anomaly/graph signals
Use Cases We Solve
- GenAI copilots for sales, support, and engineering (secure RAG over your private corpus)
- Video analytics: safety violations, intrusion detection, process compliance
- Predictive maintenance and reliability engineering for aerospace and heavy industry
- Fraud & risk scoring using ML + rules + graph link analysis
- Autonomous ops: UAV/robot guidance, feedback control, and optimization
- Time-series analytics for telemetry, IoT, and real-time decisioning
- Secure on-prem GenAI platforms with data sanitization and encryption
- ML Ops, governance, and evaluation (drift, bias, safety, and cost controls)
Featured AI Projects
Explore real-world engagements that shaped our approach to secure, reliable AI:
Platforms & Tooling
- Cloud & Data: AWS, Azure, GCP, Snowflake, Databricks, Kafka/Kinesis, Lambda/Functions
- ML & CV: PyTorch, TensorFlow, scikit-learn, OpenCV, ONNX, SageMaker, Vertex AI
- GenAI: Snowflake Cortex, Azure OpenAI, Bedrock, vector DBs, prompt & eval frameworks
- ML Ops: MLflow, Feast, Weights & Biases, Argo, Airflow, dbt, DataOps.live
- Security & Governance: Key management, tokenization, masking, PII redaction, Zero-Trust
- Langs: Python, C#/.NET, Java, SQL, Bash; edge: C/C++ for embedded/robotics
Two Productized Offerings
- Digital Twin GenAI Chatbot — Built on Snowflake Cortex, this demo-friendly agent models decades of expert knowledge for sales enablement and support.
- Private GenAI Platform (On-Prem) — A secure, self-hosted GenAI development framework with sanitization, encryption, access controls, and offline RAG—no data leaves your network.
Case Studies
Ported GCP AI features to Azure with multi-cloud parity libraries for Forescout via 3Cloud
AzureGCPJava.NETPython & AIJavaScript & TSBig Data
AI Real-time video pattern recognition in AWS and on-premises systems
AWSJavaPython & AIJavaScript & TSBig DataPublic
LLM-driven TSDB deployed in AWS with Graphite/Grafana, robotic telemetry, and Mono-based AWS integration
AWSBig Data.NETJavaJavaScript & TS
Snowflake and Azure-powered fraud detection and analytics modernization
SnowflakeAzure.NETBig DataSQL ServerFinancialHealth & Biotech
Optimized SFTP-to-S3 pipelines and built real-time AWS analytics for Pratt & Whitney with Vue.js, Spring Boot, and ECS.
AWSBig DataPython & AIEnergy & Transport
C++ embedded logic for UAV navigation on Raspberry Pi and Arduino with Navio and Rock 7 boards
PublicC++ & Embedded.NETMobile
Let’s Connect!
Ready to explore secure, high-impact AI for your organization? Book a brief discovery call and we’ll map a path from idea to production—backed by decades of hands-on results.