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Pruning: AI-Assisted Patent Portfolio Cost Management

Reduce patent maintenance costs with ArcPrime's AI-powered pruning analysis and renewal recommendations

Written by Jonathan Liu

Pruning in ArcPrime helps you identify patents that may no longer justify their next maintenance fee. Every family gets a single Keep Score, backed by claim scope overlap, detectability, product evidence, and years left. You review the candidates, record decisions country by country, and track the savings.

The Pruning page under Patents > Intelligence with the Renewal Candidates tab selected, the Next Fees Saved, Next Fees Spent and Candidate Next Fees cards at the top, and the candidates table showing the Overlap, Detectability, Product Mappings and Keep Score columns

Key Capabilities

  • Keep Score — One 0–100 number per family, weighted by factors you configure. Sort the whole list by it to surface the weakest cases first.

  • Claim scope overlap — The Overlap column and the Closest Relative line show how much of a case's scope a sibling already covers.

  • Product evidence — The Product Mappings column carries screening project matches, Quick Research results, and deep research chart counts. Run either research directly from the row.

  • Decision tracking — The Make a Decision page records a renew or do-not-renew choice for each country, with a note. Decisions and history stay available for audit.

  • Cost impact — Summary cards show fees saved, fees spent, and fees still undecided, and they honor your active filters.

  • High-touch outlier detection — Pending cases with unusually many office actions are flagged on their own tab.

  • Counsel messaging, export, and overpayment checks — Email counsel from a row, download the list as CSV, and check for maintenance fee overpayments.

How It Works

Open Patents > Intelligence > Pruning. The Renewal Candidates tab lists families with fees due in the current cycle, ordered by due date. Each row shows the Keep Score, overlap, detectability, expiration, product mappings, and next cost.

Click Decide on a row to open the Make a Decision page, or Message to email counsel. Use the other tabs to review Decisions, History (completed cycles), and High Touch Outliers.

Cadence, review lead time, and Keep Score weights live under Settings > Workflows & Automation > Pruning. If your annuities provider is configured, do-not-renew decisions also stop payment through the monthly provider file.

Common Use Cases

Use Case

How ArcPrime Helps

Renewal cost reduction

Sort by Keep Score to find low-value families with high next fees

Family consolidation

Use Overlap to spot cases whose scope a sibling already covers

Evidence-based keep calls

Run Quick Research or deep research before deciding on a borderline family

Audit compliance

Keep a per-country decision log with notes and prior-cycle history

Getting Started

Candidates populate automatically once your portfolio is imported and a cycle starts. To read the columns, see pruning candidates and scores. To understand the single number behind each row, see the Keep Score. Configure cycles in pruning settings or the shared pruning cadence guide.

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