Recommend which initiatives to continue, re-assess or stop

Workflow: Portfolio Management

1. Describe the task

Deciding which R&D initiatives to continue, review, or close usually means going through each one's health status, budget variance, and schedule by hand. That process can miss initiatives that have quietly stalled with no spend against them.

Hand the first pass to Prism. Ask it to assess the portfolio, and it reads health status, phase, end date, and budget variance on each initiative, then sorts each into continue, re-assess, or stop, with the reason behind each call stated directly.

Example prompt:

Assess all initiatives and recommend continue, re-assess, or stop.

2. Give context

Required inputs

Elements with health status, phase, end date, and budget variance or spend data populated.

3. What ITONICS AI creates

Example output:

Continue these (3 of ~40 shown)

Initiative	Key reason
ProVision Series: Integrated Premium Professional Monitor Platform	On track, TRL 6, flagship for ISE 2029
Solid-State Battery Integration for Grid Storage	On track, transformational, no budget variance flagged
Quantum-Safe Cryptography Migration Roadmap	On track, 0% variance

Re-assess these (3 of ~30 shown)

Initiative	Key reason
Smart EV Charging Infrastructure Management	Critical, +22% effective overrun, largest in portfolio
AI-Powered Patent Landscape Analysis Tool	Challenging, +11.8% variance
NIS2 Compliance Documentation Automation	Critical, zero spend against a mandatory regulatory deadline

Stop these (3 of ~30 shown)

Initiative	Key reason
Digital Thread from Design to Shop Floor	Critical, +13.7% variance, highest in portfolio
Smart Street Lighting with 5G Small Cells	Critical, €1M spent against a €12M plan
Waste Heat Recovery ORC System for Plants	Critical, over 20 months overdue

Priority actions: two Re-assess initiatives are flagged for immediate escalation over cost overruns. Roughly 15 of the Stop initiatives show zero spend against an expired deadline and are recommended for formal closure to free governance capacity.

Follow-up prompts:

Example prompt:

Show me the full list of every initiative in the Stop group.

Example prompt:

Which initiatives are marked Continue despite an end date that's already passed?

Example prompt:

Now widen this to the full portfolio, across every division.