AI Solutions for Windchill | Fishbowl Solutions

AI Solutions for Windchill

Empowering Manufacturing Intelligence Across the Enterprise

At Fishbowl Solutions, we understand the challenges manufacturers face navigating complex PLM environments. Engineers spend hours searching for the right drawing or spec, change orders ripple across systems without visibility, and critical decisions wait on data buried in Windchill, SharePoint, and Oracle. That's why we've built a tiered AI platform — from natural language search inside Windchill to a full Decision Intelligence Platform spanning Oracle ERP and beyond — governed, manufacturing-specific AI on the systems you already own.

417% 3-year ROI from manufacturing knowledge graph deployments
4–6 wks Typical time to production for Level 1 deployment
Weeks → Min ECO impact analysis cycle time reduction

🚀 Fishbowl's Generative AI for Oracle WebCenter Content v2.2 is now available — with Oracle Database 26ai Vector Support, OCR, and expanded LLM options.

Learn What's New

Three Levels, One Platform

Each level builds on the one before. Start with AI-powered Windchill search in weeks, then expand to multi-source knowledge and manufacturing relationship intelligence at your own pace.

1

Discovery Workshop

Free half-day session. Map your pain to the right tier. Leave with a scope and recommended level.

2

Proof of Concept

4–8 week PoC on your data. Pick your highest-pain use case. Measure before and after.

3

Production + Growth

Deploy to production on an annual subscription. Upgrade tiers as your needs expand.


Find the Right Level for Your Team

All levels include Oracle 26ai vector database, OCI Generative AI, governed responses with citations, security-trimmed access, and audit logging.

Level 1

Windchill Natural Language Search

The fast-path entry point. AI-powered semantic search deployed directly against your PTC Windchill environment — no new systems, no new portals.

  • Fishbowl SearchIndex for Windchill content — parts, docs, BOMs, change orders
  • Natural language queries answered with citations back to Windchill
  • Embedded in the Windchill UI your engineers already use
  • OCI Generative AI with governed, auditable responses
  • Low risk: 4–6 weeks to production
Level 2

Semantic Search with Fishbowl Middleware

When Windchill isn't the only place knowledge lives. Connect 1–4 content sources through Fishbowl's AI middleware for unified enterprise search.

  • Fishbowl GenAI Middleware connecting Windchill + up to 3 additional sources
  • Connectors for SharePoint, Oracle WCC, Object Storage, file shares, web crawls
  • Multi-source RAG orchestration with security-trimmed access control
  • UX options: Windchill UI, web browser, MS Teams, Oracle Digital Assistant
  • Redis + Oracle 26ai vector database, 6–10 weeks to production
Level 3 · Add-on to any tier

Neo4j Manufacturing Knowledge Graph

Add relationship intelligence — BOM graphs, supplier networks, document lineage — to any level and turn flat search results into connected manufacturing intelligence.

  • Neo4j graph database with BOM-to-assembly, part-to-supplier, part-to-document models
  • GraphRAG retrieval — context-aware answers using relationship traversal
  • Agentic AI: BOM Impact Agent, Supplier Risk Agent, Audit Package Assembly
  • Oracle 26ai + Neo4j vector + graph retrieval in a single query layer
  • Adds 4–6 weeks to any level; compatible with Level 1 or Level 2

What Your Engineers Are Saying

"Our engineers waste hours searching Windchill for the right drawing or spec. We just need search that actually works."
— VP Engineering, Aerospace Tier-1 Supplier
"Our engineers use Windchill for PLM, but specs are in SharePoint and old drawings are on file shares. They need to search all three."
— Director of Engineering, Discrete Industrial
"When we change a part, we need to instantly see every assembly, supplier, and customer order affected — not just find a document."
— VP Manufacturing, Defense Contractor
Coming 2026

Atlas™ Manufacturing Decision Intelligence Platform

Enterprise AI search finds documents. Fishbowl Atlas™ answers decisions — built on a Decision Graph™ that spans Oracle ERP, PTC Windchill, and your entire manufacturing enterprise.

01

Ask in English

Cross-system questions answered in natural language — "If I accept this rush order, what breaks?" — with citations back to Oracle and Windchill. Not a chatbot. A decision layer.

02

Act Through Agents

Pre-built AI agents for ECO impact analysis, SIOP scenario planning, supplier risk, where-used traversal, shop-floor resolution, and compliance audit trace.

03

Trust the Answer

Every answer is provenanced, permissioned, and auditable. Built for ITAR, CUI, and AS9100. Atlas runs inside your security boundary — on-prem, GovCloud, or your VPC.

04

Keep Your Systems

Not a rip-and-replace. Atlas extends Oracle and Windchill — it doesn't replace them. Oracle remains the source of truth for transactions. Windchill for design. Atlas for meaning.


Free Discovery Workshop

A complimentary half-day session to map your engineering team's pain to the right AI tier — and leave with a concrete scope document and recommended path forward.

Fishbowl Solutions · 20+ years of Oracle ERP, PTC Windchill, and Knowledge Graph expertise


Let's Talk About Your AI Journey

Tell us what you're interested in and a Fishbowl AI specialist will reach out within one business day.