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.
Put AI to Work for Your Business
In today’s data-driven world, harnessing the power of AI isn’t just an advantage—it’s essential. Our AI & Machine Learning consulting services are designed to help businesses like yours make faster, smarter, and more strategic decisions.
Wheather you’re looking to automate workflows, personalize customer experiences, forecast trends, or uncover hidden insights in your data, we tailor AI solutions to meet yout unique goals.
Our AI Journey (Credibility You Can Trust)
- Early Innovation: Chess-learning and home-built robots
- 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.