Key Finding
Portfolio managers recognize significant value in signal detection—automated or systematic identification of anomalies and patterns requiring attention—rather than in raw data volume or reporting dashboards. The most valued signals indicate potential problems or misalignment, enabling proactive intervention.
Valued Signals
Portfolio managers consistently mention three types of signals:
Signal 1: Project Stalling
- What it indicates: Project stuck in same phase longer than expected
- Why it matters: May indicate resource constraint, technical blocker, or engagement issue
- Action needed: Investigation and intervention to unblock progress
Signal 2: Duplicate Problem-Solving
- What it indicates: Multiple projects addressing the same underlying problem
- Why it matters: Represents inefficient resource allocation and missed opportunity for coordination
- Action needed: Bringing projects together, eliminating redundancy, coordinating approach
Signal 3: Team Disengagement
- What it indicates: Team member inactivity (no log entries, participation drop) over time period
- Why it matters: May indicate resource constraints, disengagement, or team friction
- Action needed: Relationship work, investigation, support or reallocation
Current State: Manual & Inconsistent
Automated Implementation (Rare)
- Example: Marijn at Novum has built signal detection into Jira
- Approach: Systematic monitoring of phase duration, team activity, project metrics
- Benefit: Enables proactive rather than reactive management
Manual Implementation (Common)
- Most portfolio managers: Doing this work manually or not at all
- Manual approach: Relying on relationship work and periodic reviews to surface anomalies
- Limitations: Inconsistent, time-consuming, prone to miss subtle signals
Opportunity
Information Gap
Portfolio managers lack systematic signal detection mechanisms. Most are:
- Spending time manually reviewing data to spot patterns
- Missing signals that don’t come up in direct relationships
- Reacting to problems rather than detecting them early
Platform Opportunity
Build signal detection capabilities that:
- Monitor key portfolio health indicators automatically
- Surface anomalies and patterns requiring attention
- Enable proactive portfolio management rather than reactive firefighting
- Reduce time spent on manual data review
- Increase visibility into portfolio-wide patterns (duplication, stalling, disengagement)
Related Insights
- Innovation collaboration is fundamentally relational, not systemic
- Facilitators and portfolio managers spend majority of time in conversations