Why Contribution Matters
Lessons Learned in Outcomes-Based Business Models: Addressing the Risks
Outcomes-based business models have been widely adopted in healthcare, climate finance, and social services to align incentives and improve efficiency. However, they often introduce misaligned risk structures, favor incumbents, and lead to financialization that extracts rather than contributes to ecosystemic health. Instead of forcing narrow attribution, a better approach is to design financial models that absorb risk, share responsibility, and ensure long-term resilience.
We have explored and piloted outcomes-based models across health, energy, and industrial resilience and are now fielding new inquiries to test these models in critical AI-enabled systems. One consistent lesson has emerged: outcomes-based models are difficult to implement and are rarely the right model to start with. Most companies and organizations shift toward outcomes-based models only after an initial phase of data gathering and pre-launch validation—understanding how their inputs and outputs drive the outcomes they seek.
To address the highest level risks inherent in outcomes-based financing, alternative models need to incorporate risk-adjusted financing mechanisms, stakeholder-driven capital allocation, and new incentive structures that reflect system complexity.
How to Address Risk in Outcomes-Based Models
These proposals below have been partially attempted; but you rarely see big press releases because the cost to trial these methods requires patience, and long-term testing cycles:
- Shift from Performance-Based Reimbursement to Tiered Risk-Sharing
Instead of making service providers wait for outcome-based payments, financial structures can distribute risk among multiple stakeholders. Not many financial services firms have wrapped their heads around hardware-as-a-service, so they may struggle to add this additional layer of complexity, but this can be done through tiered milestone payments that provide upfront funding and only partially tie payments to final outcomes. - Introduce Blended Finance to Reduce Debt Burden
Over-financialization happens when outcomes-based models rely too heavily on debt, turning service providers into financial intermediaries rather than solution-builders. Blended finance models—which mix grants, concessional capital, and repayable funding—can lower financial pressure while maintaining accountability. - Use Contribution-Based Metrics Instead of Single-Outcome Attribution
Rather than rewarding single actors based on narrow performance metrics, financing models could explore recognizing shared contribution to complex outcomes. Multi-actor contribution frameworks ensure that no one party absorbs all the financial risk while others benefit, and vice-versa. - Develop Capital Vehicles that Absorb Systemic Risk
Instead of making individual organizations bear the cost of upfront investment, pooled capital structures—such as mutualized risk funds or ecosystem-wide investment vehicles—could spread risk across multiple entities, making large-scale systemic change more viable. - Align Incentives with Long-Term Systemic Health, Not Just Short-Term Gains
Many outcomes-based models prioritize short-term milestones that may not reflect long-term impact. Financing mechanisms could include adaptive contracts that allow for course corrections, iterative funding, and long-term investment in resilience.
By restructuring risk allocation and financing mechanisms, outcomes-based models might evolve to support system-wide transformation without overburdening service providers with financial risk. Instead of shifting all uncertainty onto those delivering essential services, financial models should be designed to invest in ecosystemic health, ensuring stability, adaptability, and shared accountability.
If you’re considering an outcomes-based model, we can guide you through our comprehensive outcomes-as-a-service checklist—helping you ask the tough questions, rethink not just the revenue and cost model of your organization, but also your overall ecosystem and financial options.