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

Recent disclosures emphasize fuel-cycle buildout and regulatory acceleration, with increased mentions of U.S. agencies and supply‑chain partners. A new geographic focus on Tennessee complements continued Idaho execution.

Increase in Organizations

U.S. Department of Energy (DOE)

  • Selected Oklo Inc. (NYSE: OKLO) for Advanced Nuclear Fuel Line Pilot Projects; multiple selections under the Reactor Pilot Program.
  • Ongoing collaborations with Idaho National Laboratory (INL), Argonne National Laboratory, and Oak Ridge National Laboratory.
  • DOE support aligns with Oklo’s Fuel Recycling Facility and regulatory momentum.

Shift observed: Stronger federal alignment on fuel-cycle and testing, de-risking early deployments and back-end fuel strategy.

U.S. Nuclear Regulatory Commission (NRC)

  • Accepted Oklo’s Principal Design Criteria (PDC) Topical Report for accelerated review.
  • Previously accepted Licensed Operator Topical Report; Phase 1 COLA submission planned this year.

Shift observed: Faster, structured licensing pathway under the ADVANCE Act, improving schedule clarity.

Tennessee Valley Authority (TVA)

  • Public support for Oklo’s Advanced Fuel Center in Tennessee.

Shift observed: Regional utility support bolsters siting and grid-integration prospects for fuel activities.

Blykalla AB

  • New transatlantic partner; Oklo committed approximately $5 million to co-lead Blykalla’s A2 round; potential fuel fabrication services and shared supply chain.

Shift observed: Diversifies technology options (lead‑cooled fast reactors) and strengthens supplier ecosystem.

Increase in Locations

Tennessee, USA (Oak Ridge)

  • Siting of Advanced Fuel Center; first phase Fuel Recycling Facility (up to $1.68 billion).

Shift observed: Expansion from Idaho-centric execution to a dual‑hub strategy (Tennessee for fuel; Idaho for first plant).

Idaho, USA (INL)

  • Groundbreaking for first Aurora powerhouse; interface and environmental milestones; ongoing borehole and flow testing.

Shift observed: Transition from planning to construction and validation.

Increase in Financial Terms

$1.68 billion — Advanced Fuel Center (Tennessee)

  • Capital plan for campus; >800 jobs; early 2030s start for metal fuel production.

Shift observed: Material capex commitment to vertical integration and fuel security.

$5 million — Blykalla investment commitment

  • Strategic capital to co-lead A2 round.

Shift observed: Targeted venture-style investment to accelerate complementary fast-reactor tech.

Increase in Products and Technologies

Fuel Recycling Facility / Advanced Fuel Center

  • First phase announced and reinforced by DOE selection under Fuel Line Pilot Projects.

Shift observed: Accelerated closed fuel-cycle execution to supply metal fuel for Aurora.

Testing and Digitalization

  • Full-scale fuel-assembly flow testing at Argonne (PELICAN); ABB-enabled digital monitoring room for operator training.

Shift observed: Evidence of engineering validation and operator-readiness workstreams.


2. New vs. Receding Entities

New Entities

Advanced Fuel Center (Tennessee) / Fuel Recycling Facility

  • Up to $1.68 billion multi-phase campus; first phase focused on recycling.

Shift observed: Strategic pivot to in-house fuel-cycle capabilities and long-term cost/security advantages.

Fuel Line Pilot Projects (DOE)

  • Oklo to build/operate fuel-fabrication facilities under this initiative.

Shift observed: Federal validation of Oklo’s manufacturing roadmap.

Blykalla AB

  • Partnership on technology, supply chain, and potential fuel fabrication services.

Shift observed: Portfolio broadening (lead‑cooled fast reactors) and shared suppliers to lower cost and schedule risk.

Kiewit Nuclear Solutions Co.

  • Lead constructor for Aurora-INL.

Shift observed: EPC capability locked-in for first-of-a-kind deployment.

ABB (Training and digital ops)

  • MOU and monitoring room at HQ; support for operator licensing framework.

Shift observed: Operational readiness and digital controls emphasized for scalable deployment.

Tennessee Valley Authority (TVA)

  • Public endorsement for Tennessee fuel campus.

Shift observed: Local utility engagement can streamline infrastructure integration.

Receding Entities

Amazon, Microsoft, Google (Big Tech power buyers)

  • Mentioned in 2024 context; not cited in recent 2025 documents.

Shift observed: Data center demand remains core, but recent disclosures focus on execution (INL, fuel center) and new industrial partners.

Kairos, X-energy (peer developers)

  • Referenced in older materials; no recent mentions.

Shift observed: Competitive landscape references gave way to Oklo-specific regulatory and supply-chain progress.


3. Financial and Quantitative Shifts

Increased/Reduced Liquidity and Capex

Capital Plan — Advanced Fuel Center: $1.68 billion

  • First phase Fuel Recycling Facility in Tennessee; >800 jobs.

Shift observed: Significant capex commitment to secure fuel supply and margins; introduces execution and financing risk alongside strategic upside.

Equity Financing — $400 million vs. $460 million (June 2025)

  • Public offering priced at $60.00 per share for expected gross proceeds of approximately $400 million; Q2 call cites $460 million gross proceeds.

Shift observed: Discrepancy suggests possible transcript variance/upsizing; investors should verify final prospectus figures.

Cash and Marketable Securities

  • Q1: $260.7 million (3/31/2025).
  • Q2 call: approximately $683 million at quarter end.

Shift observed: Post‑offering liquidity increased, supporting buildout; verify Q2 call figures due to other transcript anomalies.

Profitability and Cash Use

Operating Losses

  • Q1 operating loss: $17.9 million; Q2 operating loss: $28.0 million.
  • FY25 cash used in operations guided: $65–$80 million.

Shift observed: Scaling activities raising near‑term losses; guidance unchanged within prior range.

Commercial Backlog and Market Opportunity

Order Book / Pipeline

  • Reported at ~14.0 GW, later 14,100 MWe.

Shift observed: Stable to slightly increased pipeline, validating demand from data centers/defense.

Data Center Agreements

  • Up to 750 MWe of U.S. data-center power secured; 12 GW Master Power Agreement with Switch (non-binding).

Shift observed: Sustained hyperscale interest; revenue ramp contingent on project CODs and regulatory milestones.

Investments and Other Quantitative Items

Blykalla Investment

  • Approximately $5 million commitment to co-lead A2 round.

Shift observed: Modest strategic spend for tech and supply-chain leverage.

Ambiguities/Flags

  • Q2 call reports $3.8 billion net interest income — likely transcription error; treat as non‑reliable until corroborated.
  • Contractor names “Queue It/KeyWit” normalized to Kiewit.

Note: Several releases provide no explicit financial terms (e.g., Argonne testing, ABB MOU), consistent with R&D/partnership disclosures.


4. Product/Technology Development

Fuel Recycling and Fabrication (Advanced Fuel Center; Fuel Line Pilot Projects)

  • Launch of Tennessee Fuel Recycling Facility as first phase; modern electrochemical processes; supports metal fuel for Aurora in early 2030s.

Shift observed: Vertical integration toward a closed fuel cycle to mitigate HALEU constraints, reduce LCOE, and enhance supply security.

Reactor Validation and Licensing (Aurora at INL)

  • Groundbreaking at INL; full-scale fuel-assembly flow testing via Argonne PELICAN; PDC Topical Report accepted for accelerated review; operator licensing topical report previously accepted.

Shift observed: Convergence of construction, test data, and licensing toward first-of-a-kind delivery.

Digital Operations and Training (ABB)

  • Commissioned digital monitoring room for operator training and licensing-readiness; emphasizes automation and inherent safety.

Shift observed: Scaling readiness for multi-plant operations and potential type-rating efficiencies.

Transatlantic Technology Collaboration (Blykalla SEALER; Oklo Fast Reactors)

  • Co-development on materials/components; potential reactor‑agnostic equipment and shared suppliers; capacity complements (55 MWe SEALER; Oklo up to 75 MWe).

Shift observed: Broader product fit for diverse site sizes; supply-chain pooling to lower cost and delivery times.

Radioisotope Production (Atomic Alchemy)

  • Site characterization at INL; VIPR reactor; market opportunity cited at $55.7 billion by 2026.

Shift observed: Non-power revenue adjacency advancing in parallel, potentially smoothing cash flows ahead of fleet scale.


5. Relational Changes Between Entities

Government Selections and Regulatory Progress

Oklo — DOE — NRC — INL — Argonne — Oak Ridge National Laboratory

  • DOE selections under Reactor Pilot Program and Fuel Line Pilot Projects; NRC acceptance of key topical reports; INL site agreements; Argonne testing support.

Shift observed: Strengthened institutional ecosystem around Oklo’s first-of-a-kind build and fuel-cycle strategy.

Supply Chain and EPC

Oklo — Kiewit Nuclear Solutions Co.

  • Lead constructor for Aurora-INL.

Shift observed: Execution capacity in place for on-time, on-budget delivery risk mitigation.

Oklo — ABB

  • MOU for digitalization/automation; deployment of monitoring room for operator training.

Shift observed: Operational excellence and licensing-readiness enhanced through industrial controls partner.

Oklo — Vertiv

  • Collaboration on integrated power and thermal solutions for data centers.

Shift observed: Strengthens end-market solution stack for hyperscale customers.

International and Transatlantic Partnerships

Oklo — Blykalla AB

  • Joint Technology Development Agreement; Oklo may provide fuel fabrication services; shared suppliers (e.g., Siemens, ABB).

Shift observed: Expands technology options and reduces supply-chain risk via common components.

Oklo — Korea Hydro & Nuclear Power (KHNP)

  • Cooperation on advanced nuclear projects and licensing best practices.

Shift observed: Knowledge sharing and potential market access in Asia-Pacific.

Defense and Federal Procurement

Oklo — DLA Energy / Department of the Air Force

  • Notice of Intent to Award for Eielson Air Force Base long-term PPA.

Shift observed: Anchors a defense revenue stream, diversifying beyond data centers.

Fuel Supply and Enrichment

Oklo — Centrus / Hexium

  • Engagements noted for enrichment technologies (e.g., AVLIS/Atlas).

Shift observed: Multi-path strategy to secure enriched fuel, complementing recycling plans.

Fuel and Technology Co-Location

Oklo — Lightbridge Corporation

  • MOUs to evaluate co-location of fuel fabrication and collaboration on advanced fuel recycling.

Shift observed: Potential capex/opex synergies and improved fuel availability.

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