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 (most weight on 2025-11-11 filings/call) show a clear pivot to vertically integrated fuel-cycle execution, accelerated first-of-a-kind deployment at INL, and transatlantic fuel partnerships.
Increase in Organizations
U.S. Department of Energy (DOE) / Programs: Reactor Pilot Program (RPP); Advanced Nuclear Fuel Line Pilot Program
- Multiple selections including 3 RPP projects and Fuel Line Pilot selections tied to the Tennessee fuel campus.
- DOE Idaho Operations Office advanced approvals (e.g., NSDA for A3F).
Shift observed: Expanded federal support and de-risking via program selections and facility-level approvals.
Idaho National Laboratory (INL) / Battelle Energy Alliance (BEA)
- Ground-breaking and earthworks for Aurora-INL; expanded collaboration for advanced fuels/materials and fast-neutron irradiation testing.
Shift observed: INL is the operational hub for near-term deployment and R&D/irradiation work.
U.S. Nuclear Regulatory Commission (NRC)
- Accelerated review acceptance of the Principal Design Criteria topical report; licensed-operator framework topical report under review; COLA Phase 1 timing reaffirmed.
Shift observed: Regulatory pathway maturing, supporting schedule credibility.
newcleo and Blykalla
- Strategic partnership and potential capital via a newcleo-affiliated vehicle; transatlantic technology and fuel-ecosystem collaboration with Blykalla.
Shift observed: Broadening fuel/manufacturing ecosystem and optionality for capital.
Centrus Energy and Hexium
- Named as enrichers/technology providers (including AVLIS/Atlas) for HALEU/advanced enrichment.
Shift observed: Greater focus on diversified enrichment sources to mitigate HALEU risk.
Increase in Financial Terms
$1.2 billion cash and marketable securities (Q3 2025); $540 million ATM proceeds; $1.68 billion Advanced Fuel Center; potential $2 billion newcleo investment
- Liquidity up sharply with sequential capital raises; large Tennessee campus CapEx signaled; external strategic capital interest.
Shift observed: Balance sheet strengthened to fund fuel-cycle build-out; capex profile rising.
Increase in Products and Technologies
Advanced Fuel Center (Tennessee) and Aurora Fuel Fabrication Facility (A3F); recycling and metal fuel
- DOE Fuel Line Pilot selection; NSDA approval for A3F; recycling-first phase of Tennessee campus.
Shift observed: Execution emphasis moving from concept to facility build and licensing.
Aurora-INL; fast-neutron irradiation testing; component procurement
- Earthworks, blasting/excavation schedule; procurement of pumps, handling machines, trip systems.
Shift observed: First-of-a-kind plant progress advancing from site prep to hardware.
Pluto test reactor and VIPR isotope reactor (Atomic Alchemy)
- Targets in 2026 for testing and isotope production; radioisotope business expansion.
Shift observed: Parallel R&D/isotope revenue lanes complement power strategy.
Increase in Locations
Idaho (INL/Aurora-INL); Tennessee (Oak Ridge fuel campus); mention of Texas for pilot activities
- Idaho as deployment/R&D center; Tennessee as recycling/fuel hub; Texas as ancillary pilot location.
Shift observed: U.S.-centric siting strategy with multi-state execution.
2. New vs. Receding Entities
New Entities
Aurora Fuel Fabrication Facility (A3F) – Nuclear Safety Design Agreement (NSDA)
- DOE approval announced, enabling fuel manufacturing tied to Aurora-INL.
Shift observed: Regulatory milestone that de-risks initial core fabrication.
Advanced Fuel Center (Tennessee) / Fuel Recycling Facility
- Up to $1.68 billion first-phase investment; DOE Fuel Line Pilot selection; ~800 jobs expected.
Shift observed: Stronger vertical integration and potential long-term cost advantage via recycling.
newcleo (affiliated investment vehicle) and Blykalla
- Strategic partnerships to advance U.S. fuel ecosystem and transatlantic tech/fuel collaboration; potential $2 billion investment.
Shift observed: Added capital optionality and shared supply-chain development.
Pluto test reactor
- 2026 “turn-on” target for fast-neutron capabilities and plutonium-fuel testing.
Shift observed: Internal test capability to accelerate licensing/fuel validation.
Fast-neutron irradiation testing at Aurora-INL
- Formalized role for in-reactor experiments to cut costs and improve fuel manufacturing.
Shift observed: Monetizable R&D/testing services and faster design-learning cycles.
Centrus Energy and Hexium (AVLIS/Atlas)
- Enrichment providers discussed as part of HALEU/advanced fuel strategy.
Shift observed: Multi-source enrichment pathway to mitigate fuel-supply risk.
Receding Entities
Switch (12 GW Master Power Agreement)
- Prominent in 2024; only indirectly referenced via “14 GW” pipeline later.
Shift observed: Customer pipeline remains cited, but entity-specific emphasis has shifted to government programs and fuel facilities.
Korea Hydro & Nuclear Power (KHNP)
- Collaboration noted in May 2025; limited mentions in most recent disclosures.
Shift observed: U.S.-centric execution taking precedence near term.
Lightbridge
- MOUs in early/mid-2025; fewer recent mentions amid Oklo-led fuel-campus focus.
Shift observed: Priority on Oklo-owned fuel facilities versus co-location concepts.
RPower and other balance-of-plant partners
- Early 2025 visibility; limited recurrence in latest updates.
Shift observed: Focus narrowed to nuclear core/fuel milestones and federal programs.
3. Financial and Quantitative Shifts
Increased/Reduced Liquidity and Operating Profile
Cash & Marketable Securities: $1.2 billion (Q3 2025) vs. ~$683 million (Q2 2025) vs. $260.7 million (Q1 2025)
- Sequential step-up driven by equity raises including $540 million ATM in Q3 and June follow-on (~$400–$460 million).
Shift observed: Stronger runway to fund site work, procurement, and fuel facilities.
Operating Loss: $36.3 million (Q3 2025) vs. $28.0 million (Q2 2025) vs. $17.9 million (Q1 2025)
- Growth-phase spending increasing (includes $9.1 million Q3 non-cash SBC).
Shift observed: Scaling costs consistent with build-own-operate model ramp.
Cash Used in Operations: $48.7 million YTD (through Q3 2025); FY25 guidance $65–$80 million
- Guidance unchanged; trajectory within range.
Shift observed: Opex burn remains controlled relative to liquidity.
Capital Programs and Potential Investments
Advanced Fuel Center (Tennessee): up to $1.68 billion
- First-phase recycling facility; DOE-backed pilot lines.
Shift observed: Major capex commitment to secure fuel cost/supply advantages.
newcleo potential investment: up to $2 billion
- Via an affiliated vehicle to support U.S. fuel ecosystem.
Shift observed: Prospective external capital for fuel-cycle expansion.
Fuel and Materials Metrics
5 tonnes initial core fuel (from EBR-II material); bridge supply up to 20 tons plutonium (~180 metric tons Aurora fuel equivalent)
- Government-facilitated tranche for early units.
Shift observed: Near-term fuel pathway reduces HALEU dependency risk.
Backlog/Capacity References
~14 GW pipeline; unit sizing up to 75 MWe
- Commercial traction across defense and data centers; Eielson AFB NOITA progressing.
Shift observed: Demand visibility; monetization depends on COD execution.
Ambiguities/Flags
- Q2 call cites “$3.8 billion net interest income”—likely a transcript/error; context suggests a far smaller figure (potentially $3.8 million). Treat as ambiguous and not decision-grade.
- Several press releases list “None” for financial terms; absence of figures should not be construed as lack of progress.
4. Product/Technology Development
Aurora-INL (fast, sodium-cooled; metal fuel)
- Ground-breaking (Sep 22); earthworks (Oct 27); controlled blasting (mid-Nov); excavation completion targeted early Jan 2026; key components (pumps, handling, trip systems) procured.
Shift observed: Transition from planning to physical execution, bolstering schedule credibility for late 2027–early 2028 operations.
A3F (Aurora Fuel Fabrication Facility) and Advanced Fuel Center (Tennessee)
- NSDA approval (DOE) for A3F at INL; Tennessee recycling-first phase selected under Fuel Line Pilots; modern electrochemical recycling processes highlighted.
Shift observed: Vertical integration to secure supply, lower LCOE, and open fuel-services revenue.
Test and Isotope Platforms: Pluto and VIPR
- Pluto test reactor target (Jun/Jul 2026) for fast-neutron/plutonium fuel R&D; VIPR mid-2026 for radioisotopes; INL irradiation campaigns planned.
Shift observed: Accelerated learning cycles and diversified revenue via isotopes/irradiation services.
Regulatory/Licensing
- NRC acceptance of Principal Design Criteria topical report; Licensed Operator Framework topical report under review; pre-application readiness completed; COLA Phase 1 planned in Q4 2025.
Shift observed: Regulatory cadence aligning with construction and fuel-fab milestones.
Enrichment and Fuel Options
- Named pathways via Centrus and Hexium (AVLIS/Atlas); government supply of plutonium for early cores; HALEU pricing/supply risk mitigations discussed.
Shift observed: Multi-pronged fuel strategy to de-risk first units and scale.
5. Relational Changes Between Entities
Government Selections and Approvals
Oklo – DOE / DOE Idaho Operations Office – INL
- RPP selections (3 of 11 awards), Fuel Line Pilot selections, NSDA approval for A3F, active site-use and programmatic support.
Shift observed: Strengthened federal alignment and funding pathways.
Lab and Site Partnerships
Oklo – INL / BEA
- Expanded collaboration for advanced fuels/materials and fast-neutron irradiation using Aurora-INL.
Shift observed: Deepening R&D/qualification capabilities tied to first plant.
Strategic Capital and Technology Alliances
Oklo – newcleo – Blykalla
- Strategic partnership to build U.S. fuel ecosystem; potential $2 billion investment via newcleo affiliate; technology and supply-chain synergies with Blykalla.
Shift observed: Augmented financing and fuel-tech depth across the Atlantic.
EPC and Construction
Oklo – Kiewit Nuclear Solutions Co.
- Lead constructor for Aurora-INL; ground-breaking completed; site works underway.
Shift observed: Execution partner in place supporting schedule.
Grid/Automation and Data Center Ecosystem
Oklo – ABB
- MOU and digital monitoring room for operator training/licensing preparation.
Shift observed: Operational readiness and digitalization focus.
Oklo – Vertiv
- Joint power and thermal solutions for hyperscale/colo data centers.
Shift observed: Targeted integration for data center customers.
Offtake and Customers
Oklo – Defense Logistics Agency Energy / U.S. Air Force (Eielson AFB)
- Notice of Intent to Award for a long-term PPA.
Shift observed: Early utility-scale offtake in defense sector.
Oklo – Switch / Equinix
- Non-binding 12 GW MPA with Switch (Dec 2024); Equinix referenced as a prospective customer.
Shift observed: Large data-center demand remains a core commercial thesis.
Enrichment and Fuel Supply
Oklo – Centrus Energy / Hexium
- Mentioned as enrichment partners/technologies considered for HALEU and advanced fuel.
Shift observed: Diversified enrichment optionality to manage supply and cost.
Additional Collaborations
Oklo – TVA
- Supportive posture for the Tennessee Advanced Fuel Center site (Oak Ridge/Tennessee Valley region).
Shift observed: Regional utility alignment for fuel campus siting.
Oklo – KHNP
- Cooperation framework (May 2025) on advanced nuclear.
Shift observed: International collaboration present but less central in latest updates.
Oklo – Lightbridge
- MOUs to evaluate co-location and advanced fuel recycling efforts.
Shift observed: Exploratory collaboration; execution emphasis currently on Oklo-led facilities.