---
id: "concept-option-value-investment"
type: "concept"
source_timestamps: ["§ Type 2: Option Value"]
tags: ["tactical-investment", "real-options", "learning"]
related: ["concept-absorptive-capacity", "entity-moderna", "framework-5-types-ai-investment", "prereq-real-options-thinking", "action-allocate-learning-budget"]
definition: "A tactical AI investment that functions as a learning budget, building institutional fluency and opening doors to future AI opportunities through real-options thinking."
sources: ["spine"]
sourceVaultSlug: "hbr-seg-spine"
originDay: 1
articleStem: "hbr-edu-47-5-types-ai-investment"
sourceUrl: "https://hbr.org/2026/06/the-5-types-of-ai-investment-and-how-to-capture-their-value"
sourceTitle: "The 5 Types of AI Investment–and How to Capture Their Value"
---
# Type 2: Option Value

The second **tactical** type, based on the recognition that AI is not plug-and-play. Spending here builds institutional knowledge and positions the organization to leverage future AI systems. It is viewed through the lens of *option value*: the immediate investment might not yield a direct financial payoff, but it opens doors to future opportunities that would otherwise be inaccessible.

**Case study.** [[entity-moderna-d1|Moderna's]] deployment of mChat to 3,000 employees, which produced over 750 custom GPTs. No single GPT was a breakthrough, but collectively they built institutional fluency — the platform for CEO [[entity-st-phane-bancel|Stéphane Bancel's]] goal of bringing 15 new products to market in five years with a fraction of the traditional workforce.

- **Financial logic:** real-options thinking — requires [[prereq-real-options-thinking]] as background.
- **Metric:** [[concept-absorptive-capacity-d47]] — adoption velocity, pilot-to-production conversion rates, number of functions with working AI fluency — *not* traditional ROI.
- **Funding:** a fixed learning budget, treated like R&D — the action item is [[action-allocate-learning-budget]].

Type 2 is the tactical seed that can grow into the strategic types; in academic terms it maps directly to *real options* and *absorptive capacity* theory. See the parent taxonomy [[framework-5-types-ai-investment]].


## Related across articles
- [[concept-ai-learning-journeys]]
- [[prereq-real-options-thinking]]