The AI economy has created an energy TAM that was simply not visible five years ago. US data center power consumption is projected to double between 2023 and 2030, driven by the compute requirements of large language models and inference at scale. Nuclear — specifically 24/7 carbon-free baseload power that can be sited close to the data center rather than sourced from a distant grid — is the only technology that solves the reliability and emissions constraints simultaneously. Oklo's Aurora platform targets exactly this intersection, with a serviceable pipeline that already includes Meta, Switch, Equinix, and Prometheus. The total contracted and LOI pipeline of ~14 GW, if even partially executed, would represent a multi-billion dollar recurring revenue business with 20-year lock-in.

The competitive moat is regulatory, not software-based. Oklo is the only advanced fission company in the United States operating under DOE's Reactor Pilot Program with a combined license application accepted by the NRC and a reactor that has broken ground. This is a near-insurmountable barrier for new entrants — reaching this regulatory position requires 5-10 years and hundreds of millions of dollars. NuScale has the only fully NRC-certified SMR design, but Oklo's BOO model is structurally superior for data center customers who want power delivery without operational liability. TerraPower's Natrium reactor is larger (345 MWe) and backed by Amazon, but operates on a slower timeline and different technology stack.

The ceiling on the monopoly score reflects the absence of traditional software network effects. Each reactor is a physical asset, and the compounding advantage comes from operational experience, supply chain economics, and regulatory precedent rather than algorithmic improvement. The BOO model creates customer lock-in through 20-year PPAs, but scaling requires capital deployment at a rate that is inherently limited by nuclear construction timelines. Score: 7.5/10.

Trait 1 — Missionary vision (20%) — 9/10
Jacob DeWitte's mission — to make advanced nuclear power commercially accessible and fundamentally change how the world generates energy — is as audacious as any in the technology sector. He founded Oklo in 2013 with MIT classmates after completing a PhD in nuclear engineering focused on high-performance reactor fuel design. Every capital and product decision traces back to a single conviction: that the sodium-cooled fast reactor design proven by EBR-II can be commercialised through a build, own, operate model. The vision has not shifted in over a decade of adversity, regulatory setbacks, and market scepticism. Appointed to the President's Council of Advisors on Science and Technology in March 2026, DeWitte is now shaping the regulatory environment his company operates in — a level of mission alignment that is rare at any stage.

Trait 2 — Radical long-termism & skin in the game (25%) — 9/10
Both co-founders — Jacob and Caroline DeWitte — have reached billionaire status through their Oklo ownership, indicating substantial founder equity aligned with long-term outcomes. Total insider ownership stands at 41.3%, an exceptional retention rate for a public company. The BOO model itself is an act of radical long-termism: rather than licensing reactor designs for near-term royalty revenue, Oklo is committing to own and operate assets with 20-year contractual lifespans. The Switch 12 GW Master Power Agreement extends to 2044. No evidence of founder selling during the 2025 or 2026 stock volatility. Score: 9/10.

Trait 3 — Product & customer obsession (20%) — 8/10
The BOO model is itself a product innovation — Oklo identified that hyperscalers want power delivery, not reactor operation, and built a business model around that insight rather than following the traditional utility playbook. The Meta partnership structure, in which Meta provides upfront capital to fund reactor development in exchange for guaranteed power delivery, reflects deep customer obsession: Oklo engineered a deal that removes the build-financing risk that has historically blocked nuclear commercialisation. The Aurora design's walk-away safety was driven by customer demand for a reactor that can be sited near population centres. Score: 8/10.

Trait 4 — Execution velocity (20%) — 7/10
Oklo's regulatory and partnership execution in the 18 months to March 2026 has been genuinely impressive: Aurora-INL broke ground in September 2025, the DOE Other Transaction Agreement was signed, the Nuclear Safety Design Agreement was approved for both the reactor and the fuel fabrication facility, and major commercial partnerships with Meta, Switch, and Equinix were closed. However, the company remains pre-revenue and the critical test — Aurora-INL commissioning in late 2027/early 2028 — is still two years away. Velocity is measured against what is achievable in a regulated nuclear environment, not software standards. Score: 7/10.

Trait 5 — Capital efficiency & financial discipline (10%) — 5/10
This is the weakest dimension. The $430-550M projected 2026 burn rate consumes roughly a third of available cash in a single year for a company with no revenue. The FY2025 net loss widened from $73.6M to $105.7M, and the Q4 2025 EPS miss ($0.27 vs. $0.17 consensus) signals burn is accelerating ahead of schedule. Total capital requirements to fund the 14 GW pipeline will likely exceed $15-20B over the next decade, implying substantial dilution unless project financing can be arranged at scale. The positive read is that the $1.4B cash position provides runway through Aurora-INL's planned commissioning. Score: 5/10.

Trait 6 — Talent magnetism & organisational scaling (5%) — 8/10
Oklo was founded by MIT nuclear engineering graduates and has maintained a deep technical concentration — the exact profile required to execute a first-of-a-kind advanced reactor. The White House science council appointment for DeWitte in March 2026 signals government-level recognition of the team's credibility. The company's ability to secure BlackRock, Vanguard, and multiple institutional asset managers as shareholders, combined with the Meta partnership, reflects a talent and leadership profile that attracts serious capital. Score: 8/10.

Valuation — NOT APPLICABLE (pre-revenue)
At $55.07, Oklo trades at a $9.64B market capitalisation with zero revenue. The P/S metric does not apply; the market is pricing a future state. The appropriate mental model is a probability-weighted NPV of the contracted pipeline: if Oklo executes on the Meta PPA alone at $100-150/MWh over 20 years, the NPV of that single contract exceeds $10B. At $9.64B enterprise value, the market is pricing in roughly one PPA at full execution, with the Switch pipeline as upside optionality. This framing makes the current valuation defensible if — and only if — Aurora-INL delivers on schedule.

Revenue and margin trajectory
Revenue is expected to begin in 2028 with Aurora-INL's first commercial operation. The Aurora 75 MWe unit generates approximately $65-75M in annual revenue at $100/MWh. Fleet economics improve substantially with scale: fuel procurement, supply chain, and regulatory overhead costs are partially fixed, meaning margin per unit expands as the fleet grows. The Meta 1.2 GW campus (17 units at 75 MWe) would generate $1B+ in annual revenue by 2034 at full capacity. No revenue materialises for at least two years; the path to a meaningful recurring revenue base requires 5-8 years of successful fleet deployment.

Balance sheet and path to profitability
The $1.4B cash position is the single most important financial fact about Oklo. At $430-550M projected 2026 burn, the runway extends to approximately 2028-2029 — just long enough to see Aurora-INL's first power delivery without a further equity raise, assuming the burn guidance is accurate. The risk is that burn accelerates, a regulatory delay pushes construction costs higher, or both. A dilutive raise before Aurora-INL commissioning would significantly impair the current share price. Profitability under the BOO model is likely no earlier than 2030-2032, requiring patient capital with a 5-10 year view.

Regulatory timeline slippage
Oklo's Aurora-INL operates under DOE's Reactor Pilot Program, a novel pathway with no prior commercial precedent. Any NRC guidance change, safety question, or political disruption to the DOE program could delay commercial operation by 12-24 months or more, extending the pre-revenue period, accelerating cash burn, and likely requiring a capital raise at lower prices.

Capital intensity & dilution risk
The BOO model requires Oklo to own and finance reactor assets, meaning the company needs capital every time a new unit is deployed. Funding the full 14 GW pipeline could require $15-20B+ over the next decade. If Oklo must raise additional equity at a depressed share price — for example after a construction delay — dilution could be severe enough to impair the investment thesis entirely.

HALEU fuel supply constraints
The Aurora reactor requires high-assay low-enriched uranium, which is not yet commercially available at fleet scale. US production is ramping through DOE programs, but supply chain limitations and enrichment capacity constraints create a real risk that fuel availability limits deployment pace. The company's own fuel fabrication facility is also pre-operational and carries execution risk.

First-of-a-kind construction execution risk
Aurora-INL is the world's first commercial Aurora reactor. First-of-a-kind nuclear construction has a documented history of cost overruns and schedule delays. While Oklo's design draws on EBR-II's 30 years of operating history, the company has never managed a commercial construction project at this scale. A significant overrun would directly impair investor confidence and likely force a capital raise at an unfavourable time.

Competitive displacement before commercial operation
NuScale has the first NRC-certified SMR design and is actively pursuing commercial contracts. TerraPower's Natrium reactor (345 MWe, backed by Amazon) offers nearly 5x the output per unit. If hyperscalers converge on larger formats or NuScale captures the first-mover customer base before Aurora-INL reaches commercial operation, Oklo may face a competitive disadvantage that is difficult to overcome from a smaller unit-size position.