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01
AI Engineering Solutions
We design, build, and deploy AI systems end-to-end. One team from proposal to go-live.
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AI Agents & Automation
Agents that run multi-step processes end-to-end — classification, routing, approvals, compliance — built for production, not demos.
LangChainOpenAI GPT-4oPythonFastAPI
RAG Knowledge Systems
Natural-language search across your docs, PLM data, and internal knowledge — answers with citations, no digging through folders.
RAGPineconeOpenAI EmbeddingsApache Tika
Voice AI Integration
Real-time voice assistants with sub-1.5s response and smart memory to keep conversations lean across any length.
Gemini 2.0 Flash TTSOpenAI WhisperGPT-4oWebSocket
WhatsApp & Messaging Automation
AI agents on WhatsApp Business that classify, respond, and escalate — integrated with your ERP or CRM for live data.
WhatsApp Business APILangChainRedisWebhooks
CRM & VOIP Integration
Every call auto-transcribed, entities extracted, and written to your CRM — zero manual notes, full data completeness.
Twilio / 3CXOpenAI WhisperGPT-4oHubSpot / Salesforce API
Custom ML Solutions
Predictive quality, anomaly detection, and part classification models trained on your historical data.
PyTorchscikit-learnMLflow
Infrastructure & Deployment
Containerized AI services on Kubernetes with GPU inference, CI/CD, monitoring, and secrets management.
DockerKubernetesTerraformPrometheusGitHub Actions
02
Windchill PDMLink Customization
Server-side and client-side Windchill customization using the full Java API — built to fit your exact engineering processes.
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Custom Workflows & Processors
Conditional routing, parallel approvals, and external callbacks on lifecycle transitions — clean code your team can own.
WTMethodServerWorkflowProcessorWindchill Java API
Validators & Business Rules
Server-side validators that enforce your engineering policies at the data layer — mandatory attributes, BOM completeness, release gates.
OperationDelegateValueRequiredxconf
BOM & EBOM Customization
Custom BOM structures, EBOM/MBOM alignment, and event-driven ERP sync (SAP, Oracle) via REST webhooks.
WTPart / WTPartMasterIBA FrameworkBOM Framework
Data Utilities & Batch Operations
Headless Java utilities for bulk attribute repair, deduplication, lifecycle promotion, and BOM restructuring — transactional and reversible.
Windchill Java APIOracle JDBCHeadless Java
Client-Side UI Extensions
Custom actions, wizards, and Mashup Builder dashboards injected into NMC — with Info*Engine tasks for lightweight integrations.
NMC / ComponentConfigMashup BuilderInfo*EngineJavaScript / JCA
REST & SOAP Extensions
Custom Windchill REST and SOAP endpoints exposing business logic to CAD tools, MES, ERP, and custom portals.
Windchill REST APISOAPWindchill RPC

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