Who has a stake in the self-funded vs. scaled decision, what they care about, and how their concerns affect the options you can credibly choose. Built from the call and the public record, not from assumptions.
Every significant company decision has stakeholders beyond the founders: people and groups whose interests are affected by the outcome, who can influence the decision, or who can block it if their concerns are ignored. The alignment decision (self-funded vs. scaled) touches four stakeholder groups. Understanding what each group cares about helps the founders anticipate which version of either path will actually work.
Built SmartOne from a call center in Madagascar to a Physical AI data firm over 14 years. Architect of the technology layer aspiration (platform, open-source tooling, Physical AI pivot). Investor-minded: described Physical Intelligence's Ali Amin as a warm connection and referenced the Scale AI conflict window as an opportunity. His instinct is to add a technology layer, build optionality, and take the business somewhere a pure services firm cannot go.
An honest answer to: what is the company he wants to run, versus the company he wants to have built? Those are sometimes different answers, and both are valid, but they lead to different paths.
Returned as CEO in January 2026 with one mandate: secure revenue as fast as possible. Has been inside the Amazon relationship for years and named it as the company's biggest blind spot. Her instinct is to protect the Madagascar workforce and preserve the human-in-the-loop model that has always been SmartOne's core. Operationally clear-eyed: she diagnosed the articulation gap, the annual commitment problem, and the European growth opportunity all on one call.
An honest answer to: what does "secure revenue" look like when it is done, and what does she do next? The mandate she came back with is a short-run mandate; the alignment session is where she extends it or replaces it.
SmartOne is described in the corpus as a bootstrapped business. No VC investors, no outside equity. The founders have carried the financial and reputational exposure for 14 years. That relationship creates two distinct interests: the founders as capital providers (who bear the financial risk) and the founders as individuals whose personal identity and reputations are intertwined with the company's trajectory.
The Madagascar operation is not a commodity workforce. These are full-time employees who have built institutional knowledge in annotation over 5-10 years on average. Jeritiana Ravelojaona leads the site and is the architect of the SOC 2 Type II and ISO 27001 compliance posture. The team can ramp 50% in two weeks while maintaining quality. They are, in the framing from the call, the thing worth protecting.
~60% of SmartOne's revenue. Amazon's behavior (how much it spends, whether it expands or contracts the relationship) has more impact on SmartOne's planning horizon than any other single factor. Amazon has shaped how the founders see the entire market for two years. The alignment decision affects how much further that concentration is allowed to grow.
Continuity and quality at current engagement terms. Amazon's procurement teams are unlikely to care about SmartOne's strategic direction unless a quality or security issue arises. The risk is not that Amazon will be offended by SmartOne's growth strategy; it is that Amazon remains the dominant anchor and the concentration risk is never resolved.
The single largest near-term revenue event. A 300-person ramp for one unnamed robotics client. If it signs and runs for 12 months at a committed annual rate, it could by itself exit SmartOne from survival mode. This relationship is the most important short-term stakeholder outside the founders. Every Phase 1 decision that delays the robotics deal is a decision that extends survival mode.
Quality delivery on the pilot. Their interest is that SmartOne delivers what it promised. SmartOne's interest is converting the pilot to an annual commitment. The pricing model spec is the tool for that conversion.
Ali Amin at Physical Intelligence was named on the May 15 call as a warm, live connection. Physical Intelligence raised $600M at $5.6B valuation and is an active buyer of Physical AI data services; Scale AI publicly names them as a client with 100,000+ production hours completed. SmartOne is positioned to compete for that relationship in the Scale AI conflict window.
A reliable, conflict-free data partner at physical world annotation scale. The warm connection is real. The activation requires SmartOne to have a named Physical AI service offering and case study package ready before the outreach.
The existing warm path for European growth. SmartOne already works with Safran today (confirmed on the May 15 call). Safran.AI is actively expanding. Converting the current ad hoc relationship to a framework agreement is the Phase 2 move with the lowest prerequisite cost and the clearest credential for other French defense primes.
A qualified data partner for French defense programs. The interest is mutual: Safran needs annotation partners who can handle sensitive aerospace and defense data at scale; SmartOne has done it and passed their quality bar already.
| Stakeholder | Path A (self-funded) | Path B (raised capital) | Key concern to address |
|---|---|---|---|
| Habib | Lower speed on technology layer; full control | Capital to accelerate platform; dilution | What company does he want to run day-to-day? |
| Shahysta | More control over workforce; revenue still constrained | Board pressure on workforce; more resources for sales | What does "secure revenue" look like when it's done? |
| Family (as capital) | No dilution; patient capital continues | Dilution; new investors in governance conversation | Is family capital available for growth injection if needed? |
| Madagascar workforce | Slower change; employment more predictable | Augmentation question becomes urgent sooner | What is the explicit commitment to employment continuity? |
| Amazon | Concentration risk continues | Faster diversification away from anchor dependency | SmartOne's dependence on Amazon, not Amazon's on SmartOne |
| Robotics pilot | Neutral; quality delivery is what matters | Neutral; quality delivery is what matters | Convert pilot to annual commitment using pricing model spec |