Overall Named Entity Recognition Timeline Summary

The Named Entity Recognition Comparison Tool provides retail investors with deeper insights by analyzing critical shifts in financial documents over time. This powerful tool highlights changes in key entities such as organizations, products, financial terms, and sentiment, uncovering evolving strategies, new opportunities, and potential risks.

By offering a clear, data-backed view of what drives changes in company reports, the NER Comparison Tool empowers you to make informed investment decisions with confidence. Featuring a sliding 18-month window of data, it ensures a comprehensive perspective on trends and developments.

1. Entity Frequency and Category Focus

Stronger emphasis in the most recent period is on deployment-readiness, data center integration, fuel supply, and defense/government anchors. Key category shifts below.

Increase in Organizations

ABB

  • New MOU; joint work on digitalization, automation, and electrification for Aurora deployment; Oklo commissioned a digital monitoring room with ABB tech for training/simulation (2025-08-21).Shift observed: Operational-readiness and workforce training moved from plans to execution; accelerates commissioning and operator training.

U.S. Department of Energy (DOE) / Reactor Pilot Program

  • Oklo selected for three projects under the DOE Reactor Pilot Program with Atomic Alchemy (2025-08-13).Shift observed: Federal validation and potential prioritization in pilot deployments; improves regulatory and demonstration momentum.

U.S. Nuclear Regulatory Commission (NRC)

  • Accepted Oklo’s licensed operator topical report (2025-06-10); completed NRC readiness assessment (2025-07-17).Shift observed: Regulatory pathway clarity improving; supports portfolio scaling via type-rating/operator standardization.

Department of Defense (DoD) / Defense Logistics Agency (DLA)

  • Notice of Intent to Award at Eielson Air Force Base for a long-term PPA (2025-06-11).Shift observed: Defense anchor offtake enhances bankability and project finance prospects; mitigates merchant risk.

Vertiv and Data Center Ecosystem Partners

  • Collaboration to integrate power and advanced cooling for hyperscale/colo data centers (2025-07-22); complementary collaboration with Liberty Energy (2025-07-23) and RPower (2025-01-17).Shift observed: Expanded “power + thermal” solution stack for AI/hyperscale customers; near-term power bridging strengthens sales pipeline conversion.

Lightbridge

  • Co-location and advanced fuel recycling collaboration (2025-01-28; 2025-08-11 follow-on).Shift observed: Diversifies advanced fuel fabrication options from legacy materials; hedges HALEU supply concentration risks.

KHNP

  • Cooperation on advanced nuclear project (2025-05-27).Shift observed: International manufacturing/supply optionality; potential acceleration via proven nuclear EPC capabilities.

Increase in Products and Technologies

Digital monitoring room / Operator training and simulation

  • Commissioned at Oklo HQ with ABB integration (2025-08-21).Shift observed: Practical operator training capability supports fleet-scale licensing (type-rating) and deployment-readiness.

Aurora Powerhouse and integrated data center solutions

  • Expansion into integrated power-and-cooling with Vertiv; steam-driven chillers considered; data center co-location and grid-adjacent options (multiple 2025 documents).Shift observed: Product-market fit sharpened for AI/data centers with combined baseload power and thermal management.

Advanced fuel recycling and alternative fuels

  • Increased references to recycling used fuel and down-blended legacy materials; Lightbridge MOU; ongoing DOE collaborations; AVLIS/Atlas (via Hexium) explored in Q2 call.Shift observed: Securing diversified, inflation-resilient fuel pathways; potential cost and energy security advantages.

Radioisotope production (VIPR) via Atomic Alchemy

  • Site characterization at INL began (2025-06-17) following acquisition close (2025-03-05).Shift observed: Non-power revenue diversification; leverages Oklo’s reactor tech for isotope markets.

Increase in Financial Terms and Capital Markets

Equity raise and liquidity

  • Public offering priced at $60.00 per share for ~6.67M shares; gross proceeds ≈ $400 million (2025-06-12). Q2 call references gross proceeds of $460 million; quarter-end cash and marketable securities ≈ $683 million.Shift observed: Substantial liquidity to fund licensing, fabrication, and early deployment.

People

Pat Schweiger (CTO)

  • Appointment announced (2025-05-13).Shift observed: Deepens technical leadership for sodium fast reactor and high-capacity thermal initiatives.

2. New vs. Receding Entities

New Entities

ABB

  • MOU and training/monitoring room commissioning.Shift observed: Clear pivot to operational readiness and digital operations.

DLA Energy / Department of the Air Force

  • Notice of Intent to Award for Eielson AFB.Shift observed: Adds government-backed, long-term offtake; improves financing posture.

Vertiv

  • Joint solutions for power and cooling in data centers.Shift observed: Expands value proposition and cross-sell into AI/hyperscale demand.

Lightbridge

  • Fuel fabrication co-location and advanced fuel recycling from legacy materials; follow-on evaluation (2025-08-11).Shift observed: Strengthens fuel supply chain resilience.

KHNP

  • Cooperation on advanced nuclear project.Shift observed: International collaboration for potential manufacturing, EPC, and know-how transfer.

Hexium (AVLIS/Atlas enrichment) and Centrus

  • Mentioned on Q2 call as enrichment/fuel supply options.Shift observed: Multi-sourcing HALEU/enrichment to de-risk fuel availability.

Receding Entities

Large tech buyers referenced in 2024 calls (e.g., Amazon, Microsoft, Google, Talen)

  • Not visible in 2025 documents provided.Shift observed: Communications shifted from marquee brand mentions toward concrete deployment, defense, licensing, and manufacturing partnerships.

Brokerage coverage list expansion

  • Several banks named around the June offering; fewer mentions subsequently.Shift observed: Post-raise, focus returned to execution vs. capital markets messaging.

3. Financial and Quantitative Shifts

Increased/Reduced Liquidity, Burn, and Pipeline

Cash and marketable securities

  • Q1 2025: $260.7 million (10-Q). Post-raise Q2: ≈ $683 million.Shift observed: Balance sheet strength materially improved after June offering; supports acceleration of CapEx into 2025 (per Q2 call).

Equity financing

  • Priced offering: ≈ $400 million gross at $60.00/share (6/12/2025). Q2 call references $460 million gross proceeds.Shift observed: Potential discrepancy; the $460 million appears to include over-allotment or secondary adjustments. Treat $460 million as management commentary; base case offering PR states $400 million.

Operating loss and cash burn

  • Q1 operating loss: $17.9 million; cash used in operating activities: $12.2 million. Q2 operating loss: $28.0 million; YTD cash used in operations: $30.7 million; FY 2025 guidance: $65–$80 million.Shift observed: Spend rising as programs scale; runway adequate post-raise.

Order pipeline / capacity

  • 2024-11: 2.1 GW signed agreements; 2024-12: 12 GW MPA with Switch; 2025-05 (10-Q): total order book 14,100 MWe; 2025-05-27: pipeline 14 GW.Shift observed: Rapid growth in demand signals; emphasis now on converting pipeline to executable PPAs and schedules.

DoD offtake

  • Eielson AFB NOITA for long-term PPA (financial terms not disclosed).Shift observed: Creditworthy anchor increases project finance viability.

Ambiguities and flags

  • Q2 transcript shows “net interest income” of $3.8 billion — likely a transcription error given scale; treat as unreliable until confirmed in filings.
  • Radioisotopes market size cited as $55.7 billion by 2026 (multiple docs) is an addressable market estimate, not Oklo revenue.

4. Product/Technology Development

Aurora Powerhouse and Deployment Tooling

  • Digital monitoring room commissioned with ABB to train operators and simulate plant operations.
  • NRC-accepted licensed operator topical report; COLA Phase 1 targeted submission in 2025; INL site characterization and interface agreement completed.Shift observed: Tangible movement from design to execution, licensing, and workforce readiness.

Integrated Data Center Energy and Cooling

  • Collaborations with Vertiv (power + advanced thermal), Liberty Energy (Forte℠ gas generation + load management), and RPower (onsite gas) to bridge timelines and tailor solutions for AI/hyperscale.Shift observed: Solution-selling for near-term reliability and long-term nuclear baseload; eases interconnect/siting constraints.

Fuel Supply and Recycling

  • Progress on advanced fuel recycling from legacy materials with Lightbridge; multi-source enrichment exploration (Centrus, Hexium/AVLIS).Shift observed: Strategic hedging against HALEU supply constraints; potential cost and schedule benefits.

Radioisotopes (VIPR)

  • Atomic Alchemy integration; INL site characterization underway; potential for coproduct revenue streams and NTD silicon for semiconductors.Shift observed: Additional monetization paths adjacent to power generation; leverages reactor know-how.

International and Government Programs

  • KHNP cooperation; DOE Reactor Pilot Program selection (with Atomic Alchemy).Shift observed: External validation and expanded technical/operational networks.

5. Relational Changes Between Entities

Strategic MOUs and Collaborations

Oklo – ABB

  • MOU on digitalization/automation/electrification; Oklo’s monitoring room commissioned for operator training.Shift observed: Enhances readiness and standardizes operations across fleet.

Oklo – Vertiv

  • Collaboration to develop integrated power and cooling solutions for U.S. data centers.Shift observed: Strengthens value proposition for AI/hyperscale customers.

Oklo – Liberty Energy

  • Joint integrated power solution combining Aurora with Forte℠ natural gas generation; $10 million strategic investment by Liberty in 2023 noted.Shift observed: Offers phased reliability and load management; accelerates sales.

Oklo – RPower

  • Partnership for onsite prime/backup natural gas generation to accelerate power availability.Shift observed: Bridges deployment timelines for data center customers.

Oklo – Lightbridge

  • MOU and expanded evaluation for co-locating fuel fabrication and collaborating on advanced fuel recycling from legacy materials.Shift observed: Builds diversified fuel supply chain to support fast reactor deployments.

Oklo – Atomic Alchemy

  • Acquisition closed for $25 million; VIPR reactor and isotope business integration; INL site work started.Shift observed: Diversifies revenue into radioisotopes; advances VIPR deployment path.

Oklo – KHNP

  • Cooperation on advanced nuclear project; complements Oklo’s Aurora with KHNP’s i‑SMR background.Shift observed: Potential manufacturing/EPC synergies and knowledge transfer.

Oklo – DOE / INL / NRC

  • Multiple touchpoints: Reactor Pilot Program selection; INL site use/characterization; NRC acceptance of operator topical report; COLA progress.Shift observed: Steady movement along federal siting/licensing milestones; de-risks first-of-a-kind project.

Oklo – DLA Energy / Department of the Air Force

  • Intended award to provide power to Eielson AFB under a long-term PPA.Shift observed: Government-backed demand anchor supports financing and credibility.

Oklo – Switch (2024-12) and Equinix (2024-11, prepayment)

  • Non-binding 12 GW MPA with Switch through 2044; prior Equinix prepayment of $25 million and up to 500 MW.Shift observed: Large data center demand signals; conversion to executable PPAs remains the key next step.

No relationship in this category were identified for this company based on the provided documents.