How does Osprey automate P&ID to PI AF builds?

Osprey uses computer vision AI to extract tags and equipment from P&ID PDFs or images. It then intelligently maps extracted instruments to existing PI tags and PI AF Attributes, validates data integrity before mapping, and generates production-ready PI AF models. This reduces manual transcription from 25 hours per 100 tags to 5 hours - an 80% time savings.

What is OT data lineage and why is it critical?

OT data lineage traces every data stream from field device through PLC, historian as such PI System, to final display. OT lineage overlaid with a complete audit trail lets engineers troubleshoot issues 76% faster by instantly seeing: what changed, when it changed, what broke downstream, and complete impact analysis before making changes. Critical for compliance, root cause analysis, and preventing cascading failures.

How does AI-powered document search help during production events?

During 2 AM alarms or production upsets, engineers need specific P&IDs, equipment manuals, or isolation drawings immediately. Osprey's semantic search understands natural language queries like 'show me heat exchanger HX-204 drawings' and returns relevant documents in under 30 seconds across 10,000+ files - 93% faster than manual folder navigation. This speeds emergency response and work package preparation by hours.

What industries benefit most from Osprey?

Osprey is purpose-built for process industries: Oil & Gas (upstream, midstream, downstream), Chemicals & Petrochemicals, Power Generation, Pharmaceuticals, Pulp & Paper, and Mining. Any facility with AVEVA PI System, complex P&IDs, and time-critical operations benefits from automated lineage, AF acceleration, and document intelligence.

Industrial AI for OT Workflows | Automate Lineage, AF Build & Document Search

Industrial AI that works

Agentic workflows that deliver results, backed by OT lineage

Osprey AI

Ask anything

What caused this false alarm?

What change caused this data disruption?

What tags should map to this asset model?

I am looking for drawings for E-11100

OT Support

Resolve incidents

Data & Analytics

Build PI AFs

Engineers

Find drawings & docs

Turnarounds

Prepare work packages

Resolve issues 76% faster

Turn days of troubleshooting into minutes

• Trace OT lineage to minimize downtime
• See if an issue is isolated or more pervasive
• Complete audit trails showing what changed, when, and why
• AI-assisted root cause analysis

Built for the challenges industrial teams face every day

Leak detection and process upsets

Determine whether alarms are due to faulty sensors or actual production events to minimize downtime.

Upgrades interrupting data collection

Track if issue was systemic or isolated and where data flows broke.

Faster time to value with AF projects

Build foundational models for business use cases.

Traditional Manual Workflows vs Osprey AI Automation

Workflow	Manual Process	With Osprey
Troubleshoot Data Issue	1-2 days manually checking tags, displays, AF analyses	1 hour with complete OT lineage and audit trail
AF Projects	15 minutes finding, validating, and mapping a single tag	2 minutes with AI-powered extraction and validation
Find Engineering Drawing	30-45 minutes navigating file shares	30 seconds with semantic search
Prepare Work Package	6-8 hours gathering drawings and documentation	1 hour with semantic search

Troubleshoot Data Issue

Manual Process

1-2 days manually checking tags, displays, AF analyses

With Osprey

2 hours with complete OT lineage and audit trail

AF Projects

Manual Process

15 minutes finding, validating, and mapping a single tag

With Osprey

2 minutes with AI-powered extraction and validation

Find Engineering Drawing

Manual Process

30-45 minutes navigating file shares

With Osprey

30 seconds with semantic search

Prepare Work Package

Manual Process

6-8 hours gathering drawings and documentation

With Osprey

1 hour with semantic search

Average time savings: 180 hours per engineer per year

OT Support

Data & Analytics

Engineers

Turnarounds

OT Foundation powered by AI workflows

Built for the challenges industrial teams face every day

Osprey saves up to 180 hours per engineer/year

Traditional Manual Workflows vs Osprey AI Automation

Troubleshoot Data Issue

AF Projects

Find Engineering Drawing

Prepare Work Package

Product

Solutions

Company

Resources