Institutional knowledge, preserved

The brain
that doesn't
forget.

Heritage institutions lose decades of institutional memory every time a senior curator or docent retires. Plero captures it, connects it to your collections, and surfaces it on demand — with citations you can trust.

AI-powered Citation-grounded Heritage-focused
Dr. Margaret Holt Head Curator, 1987–2019
Oral History #042 Recorded Nov 2025
PastPerfect Export 12,847 objects
Plero answers:

"The acquisition of the 1863 Remington rifle was discussed in the September 12, 1994 curatorial meeting. Dr. Holt noted it was donated by the Whitfield family, descendants of a local Union cavalry regiment. She considered it significant because—"

Source: Dr. Margaret Holt, Oral History #042, Nov 2025

Every retirement is a data loss event.

30 yrs

of institutional memory that walks out the door when a senior docent retires

73%

of museum directors say knowledge loss is their top operational concern (AAM, 2024)

0

existing tools purpose-built to capture heritage expertise — not just catalog objects

Your PastPerfect database has your objects. It doesn't have your people — the stories, decisions, and context that make those objects meaningful.

Knowledge Capture

Guided interview flows that feel like conversations, not forms. Structured branching questions pull expertise from senior staff, docents, and curators. Every answer transcribed, tagged, and attributed: "Susan Chen, Head Docent, recorded March 2026."

Collections Integration

CSV import from PastPerfect, Re:discovery, TMS, or any spreadsheet. Plero normalizes your object data and enriches each record with the knowledge layer — the stories, context, and connections that live in people's heads, not in the catalog.

Ask Plero

Natural language questions answered from your own data — not Wikipedia, not general knowledge. "What do we have related to the Battle of Kennesaw Mountain that connects to the 1864 Atlanta Campaign?" Every answer cited, every source attributed.

Role-Based Access

Managers see operational playbooks and financial protocols. Curators see collection intelligence and research notes. Front-line staff see visitor engagement scripts and emergency procedures. The right knowledge reaches the right people.

From scattered memory to searchable institution.

01

Upload what you have

Import your PastPerfect export, any CSV, PDFs, Word docs, audio files. Plero indexes everything — collections data, policy documents, oral histories, board meeting minutes.

02

Capture what you know

Run guided interview sessions with your senior staff before they retire. Upload existing recordings. Plero transcribes, chunks, embeds, and connects everything to your collections.

03

Ask. Get answers.

Staff ask questions in natural language. Plero synthesizes across your collections, your documents, and your captured expertise — with citations so every answer is traceable back to your own institutional record.

"A museum is only as wise as what its staff remember.
Until now, wisdom walked out the door with every retirement."
We believe institutional memory is infrastructure. It should be preserved with the same rigor we apply to our collections.
Attribution above all

Every piece of knowledge in Plero is attributed to a person, a date, a source. No black-box AI answers. Everything is traceable.

Built for heritage, not general business

PastPerfect, TMS, Spectrum standard, CIDOC-CRM — Plero speaks the language of heritage institutions. Not a generic knowledge tool repurposed.

Designed for the people who work there

Not just curators — front-line staff, part-time docents, seasonal educators. Plero is designed for the real technical reality of heritage operations.

Your institution's memory deserves a permanent home.

Plero is being built for heritage institutions that believe their people's knowledge is as worth preserving as their collections.

Plero The brain that doesn't forget.