PI System Data Resiliency · Gap Assessment
PI systems are rarely designed from scratch. They accumulate over years through acquisitions, capital projects, system migrations, site expansions, and technology changes. The result is a PI estate with inconsistent architecture, mixed governance practices, security configurations that predate current standards, and operational patterns that only some team members understand.
Tag sprawl, inconsistent AF hierarchy design, duplicate structures, undocumented interfaces, and site-by-site configuration differences that make the system hard to manage or migrate.
Broken analyses, stale tags feeding displays, interface reliability gaps, weak access controls, and configuration drift that create risk without visible symptoms until something fails.
Teams know something needs to change but cannot quantify the problem or prioritize where to start without spending months on manual investigation across tags, AF, and displays.
A meaningful PI gap assessment covers every layer of the PI stack — not just tags. Tycho evaluates the complete operating environment and surfaces findings by category, severity, and remediation priority.
Stale, bad, unused, duplicate, and orphaned tags. Compression and exception reporting configuration. Ownership and naming consistency.
Template consistency, broken analyses, missing ownership, attribute gaps, and hierarchy design against operational and analytical requirements.
Display health, broken references, expensive calculations, stale values, and operator-visible data quality issues by display and usage frequency.
Interface health, data flow reliability, connector configuration, and gaps between source systems and the PI archive.
Access configuration, security group consistency, permission drift, and alignment against current organizational security standards.
Change tracking practices, ownership documentation, governance process gaps, and institutional knowledge risks.
A PI gap assessment is not useful without numbers. Tycho produces a quantified picture of the PI estate so teams can make the business case for remediation and allocate effort where it matters most.
Not every organization wants to buy software before understanding the problem. Tycho offers a structured PI gap assessment as a services-led engagement: we run Tycho against your PI environment, analyze the findings, and deliver a prioritized remediation roadmap. You get the output before committing to a platform subscription.
Start with a structured assessment of your PI estate. Walk away with a quantified view of what is broken, what is at risk, and a prioritized plan for remediation — powered by Tycho, delivered by our team.
Tycho Data helps teams ensure their operational data is reliable, accessible, and actionable.