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
Overall emphasis intensified around nuclear fuels (HALEU/Lithium), semiconductor/quantum materials (Silicon-28, Barium-137), capital raising and spin-out activity for Quantum Leap Energy (QLE), and regulatory/market access in the U.S./U.K., with continued production scaling in South Africa. The most recent releases add leadership stability and a new academic/photonics vector.
Increase in Organizations
Quantum Leap Energy (QLE)
- Convertible notes of $64.3 million (private placement; Nov 7, 2025) and reference to a larger total of $72.2 million (earnings call; Nov 21, 2025; includes $30 million from ASP Isotopes).
- Confidential Form S-1 submission for proposed IPO (Nov 12, 2025).
- U.K. subsidiary (QLE Ltd) entered early engagement with UK ONR/DESNZ on uranium enrichment (Nov 5, 2025).
- Acquisition of One30Seven assets for nuclear-waste processing tech (Oct 21, 2025).Shift observed: QLE’s role is expanding from internal program to capitalized, semi-independent platform pursuing uranium, waste-to-product monetization, and U.K./U.S. regulatory pathways. Near-term execution risk shifts to financing, licensing, and delivery timelines, with upside from IPO-driven capital access.
TerraPower
- Definitive agreements for a HALEU facility: 10-year supply up to 150 MT (2028–2037), initial production targeted 2027; loan agreement noted in filings.
- Operational references to helium tests (via Nexa Bellendawa) and broader U.S. reactor fuel needs.Shift observed: Deepened anchor-customer validation for nuclear fuels; execution and permitting remain critical milestones.
Renergen
- Multiple approvals and shareholder votes through 3Q 2025 for proposed acquisition; repeated references to 2030 combined EBITDA target of $300 million.Shift observed: Strategic adjacency into critical gases (helium/LNG). Integration and financing contingencies remain until deal completion.
Isotopia
- Four-year supply agreement for Gadolinium-160 starting 2026, minimum $1 million/year.Shift observed: Visibility into radiopharma feedstock revenues; advances the medical isotopes portfolio.
University of the Witwatersrand (Wits University)
- Endowment of a Photonics Chair; links to structured light and quantum optics.Shift observed: Academic pipeline and talent capture in photonics/quantum; amount unspecified (ambiguous), but signals long-term R&D focus supporting electronic gases/quantum materials.
Increase in People
Paul Mann
- Will resume CEO duties on Jan 19, 2026; remained Executive Chairman.Shift observed: Leadership continuity restored, reducing key-person risk flagged since his medical leave.
Robert Ainscow
- Interim CEO during 4Q 2025; ongoing COO.Shift observed: Operational continuity during transition; signals bench depth.
Dr. Ryno (Ryno/Rhino) Pretorius
- CEO of QLE; driving nuclear fuel and waste-conversion programs.Shift observed: Technical-operational leadership central to QLE’s scaling; execution risk tied to complex builds.
Heather Kiessling (variant: “Keesling” in one transcript)
- CFO; quantified operating expense and liquidity shifts.Shift observed: More transparent financial guidance; rising opex/non-cash comp underscores scaling and dilution trade-offs.
Increase in Locations
Austin, Texas and Amarillo, Texas
- Planned global HQ/Laser Center; Amarillo targeted for uranium enrichment and adjacency to 11-GW data center complex.Shift observed: U.S. footprint expansion for core fuel programs; meaningful capex and licensing exposure.
United Kingdom
- Early engagement with ONR/DESNZ for civil/commercial enrichment.Shift observed: Multi-jurisdiction regulatory strategy to de-risk single-country dependence.
South Africa (Pretoria)
- Persistent hub for enrichment plants and radiopharmacy operations; investor events underscore transparency.Shift observed: Production bedrock remains S.A. while market access scales in U.S./U.K.
Increase in Financial Terms
Large equity raises and liquidity build
- Public offerings of $50 million (Jun 3, 2025 close), $60 million (Jul 25, 2025), $210.3 million gross (Oct 16, 2025 pricing), plus “~$200 million subsequent to Sep 30, 2025”.Shift observed: Substantially stronger balance sheet to fund capex and acquisitions; dilution risk elevated for existing holders.
Rising operating costs and losses
- Opex up to $36.2 million YTD 2025 (from $19.7 million in 2024), non-cash stock comp ≈ 30%; net loss before NCI $96.5 million YTD 2025 (vs $23.2 million YTD 2024).Shift observed: Investment phase intensity; breakeven pushed out, execution excellence crucial.
Increase in Products and Technologies
Silicon-28, Ytterbium-176, Gadolinium-160, Barium-137
- Commercial samples/POs shipped/secured; Ba-137 PO for Q1’26; Gd-160 supply from 2026.Shift observed: Secular growth in quantum/semis and radiopharma feedstocks; early revenue ramp visible.
HALEU, LEU+, Lithium-6/7, waste-conversion (KUBE/Creber)
- Uranium enrichment and lithium supply-chain targets; waste beta-decay conversion to Barium-137.Shift observed: Larger, multi-decade markets with higher regulatory/capex risks; asymmetric upside if first-mover advantage holds.
2. New vs. Receding Entities
New Entities
Structured Light Laboratory / Photonics Chair (Wits University)
- Endowment announced Nov 28, 2025; fosters photonics research relevant to quantum applications.Shift observed: Expands the R&D funnel into optics/communications that complement isotope/electronic gas strategy.
One30Seven / Creber Units (Micro/Mini/Midi/Maxi)
- Asset acquisition with staged earn-outs and royalties; beta-decay acceleration concept targeting Cs-137/Sr-90.Shift observed: New monetization track in nuclear waste-to-product; validation and regulatory acceptance are key risks.
Supercritical (Seawater uranium extraction)
- Referenced on earnings call as a DOE-derived tech collaborator/adjacency.Shift observed: Early-stage optionality on upstream critical metals/uranium sourcing.
East Coast Nuclear (Florida radiopharmacy)
- Acquisition noted; SPECT now, PET services targeted for 2027.Shift observed: Downstream integration; helps stabilize radiopharma revenues and margin mix.
Skyline Builders (Cayman entity listed on NASDAQ)
- Referenced regarding consolidation and capital raised (~$41.7 million) and revenues included starting Sept 2025.Shift observed: Adds complexity and potential non-core exposure; monitoring required for earnings quality.
Receding Entities
RC-14 / CCNuclear
- Prominent in early-2025 Carbon-14 context; minimal mention in later documents.Shift observed: Execution moved in-house/other channels; revenue backstop remains via prior take-or-pay commitments but narrative focus shifted.
IsoBio
- Featured in Jul 2025 seed round; limited mention thereafter.Shift observed: Still strategic in radiotherapeutics, but emphasis pivoted toward uranium, photonics, and QLE capitalization.
3. Financial and Quantitative Shifts
Increased/Reduced Liquidity
Cash and Capital Raises
- Cash balance $113.9 million (Sep 30, 2025); YTD 2025 capital from common stock/warrants $108 million through Q3; subsequent raises include ~$200 million (post-Sep 30) and $210.3 million gross (Oct 16).Shift observed: Strong liquidity to fund capex, acquisitions, and R&D; shareholder dilution elevated.
Increased Operating Expenses and Headcount
Operating Expenses / Non-cash Stock Comp / Headcount
- Opex up to $36.2 million YTD 2025 (from $19.7 million), non-cash stock comp ≈ 30%; headcount up 66% in 2025.Shift observed: Scaling organization; near-term pressure on operating leverage.
Increased/Reduced Losses
Net Loss
- Net loss from operations $34.9 million YTD 2025 (vs $18.7 million); net loss before NCI $96.5 million YTD 2025 (vs $23.2 million).Shift observed: Losses widened during build-out; pivot to cash generation depends on 2026–2027 revenue conversion.
Increased/Reduced Operating Cash Flow
Cash Used in Operations
- $19.4 million in 2025 vs $12.9 million in 2024 (increase $6.5 million).Shift observed: Working capital and build costs rising with growth.
Increased Revenues (Radiopharmaceuticals)
Radiopharma Revenues
- $1.3 million in Q3 2025 (ex-Skyline), up 18% YoY; YTD $3.6 million, up 24% YoY.Shift observed: Gradual improvement; Florida PET build-out (2027) could accelerate top line.
Capital Expenditures
Property & Equipment
- Growth from ~$23 million (Dec 31, 2024) to ~$33 million (Sep 30, 2025).Shift observed: Rising asset base consistent with enrichment and radiopharma expansions.
Financing for QLE
Convertible Notes
- Press release states $64.3 million (Nov 7); earnings call references $72.2 million total (of which $30 million from ASP Isotopes).Shift observed: Ambiguity flagged (inconsistent totals); implies strong investor interest but confirm final proceeds at QLE IPO.
Contracted/Guided Revenues
Gd-160 Agreement (Isotopia)
- Minimum $1 million/year for 4 years starting 2026.Shift observed: Adds predictable base to 2026+.
Electronics/Quantum Isotopes
- Prior guide: $50–$70 million potential revenues (2026–2027) around Yb-176 and Si-28.Shift observed: If conversion meets timelines, could materially offset opex growth.
M&A Consideration and Development Costs
One30Seven Acquisition
- Upfront $150,000 cash + 266,113 ASPI shares (implied $2.85 million); earn-outs $6 million (Mini) and $11 million (Midi/Maxi); 6% royalty for 15 years; dev costs $4.5 million (Mini) and $12.5–$13 million (Midi/Maxi).Shift observed: Staged risk with significant optionality; disciplined milestone-based payouts.
4. Product/Technology Development
Silicon-28, Ytterbium-176, Carbon-12/14; Next Targets: Germanium, Gadolinium, Nickel, Zinc; Barium-130–137; Ba-137 for Ion-Trap QC
- Commercial samples for Si-28 and Yb-176 shipped; Ba-137 PO for Q1’26; C-12 and C-14 production milestones achieved; purchase order for Barium-130–137 noted; plan to add Germanium next.Shift observed: Execution cadence from lab to commercial supply is improving; supports 2026–2027 revenue ramp in semis/quantum and radiopharma.
HALEU / LEU+; Lithium-6/7; Tritium/Deuterium; Helium/Xenon
- Uranium enrichment programs for LEU+ and HALEU; lithium isotopes for fusion and reactor applications; xenon/helium electronic gases; integration with U.S./U.K. regulatory pathways.Shift observed: Positions company across multi-decade nuclear value chain; timelines and licensing are critical path risks.
Waste Conversion Technologies (KUBE / Creber Units)
- KUBE converts Cs-137 to Ba-137 (commercializable for quantum); Creber systems target beta decay acceleration for contaminated water.Shift observed: Potential to transform liabilities into high-value products; technology validation and regulatory acceptance are gating items.
Radiopharmacy Expansion
- PET Labs capacity and equipment (cyclotron, SPECT pharmacy approvals); Florida site to add PET services in 2027.Shift observed: Vertical integration and geographic expansion could stabilize and grow recurring revenues.
Photonics/Quantum Optics
- Wits University Photonics Chair endowment; structured light capabilities aligned with quantum communications/imaging.Shift observed: R&D ecosystem strengthening around quantum-related applications, reinforcing long-term moat.
5. Relational Changes Between Entities
Supply and Loan Agreements (Anchor Customer)
ASP Isotopes / TerraPower
- 10-year HALEU supply (up to 150 MT, 2028–2037); facility loan agreement and collaborations noted in filings and releases.Shift observed: De-risks demand for uranium enrichment; execution hinges on facility construction and approvals.
Spin-out/Capital Markets
ASP Isotopes / Quantum Leap Energy
- QLE convertible notes ($64.3 million initial; earnings call cites $72.2 million total, incl. $30 million from ASPI); confidential S-1 for IPO submission.Shift observed: Path to independent capitalization for nuclear fuels/waste; reduces funding burden on ASPI but could introduce structural complexity.
Regulatory Engagement
QLE Ltd / UK ONR and DESNZ
- Early engagement for civil/commercial uranium enrichment.Shift observed: Strategic regulatory foothold in the U.K. to diversify sovereign risk and access markets.
M&A / Asset Acquisitions
QLE / One30Seven
- Acquisition of IP and modular waste-processing assets; milestone-based earn-outs and royalties.Shift observed: Broadens product set into environmental remediation with quantum-computing grade byproduct upside.
ASP Isotopes / East Coast Nuclear (Florida)
- Radiopharmacy acquisition; SPECT now, PET by 2027.Shift observed: Expands U.S. clinical footprint; supports radiopharma revenue growth.
Academic/Research Partnerships
ASP Isotopes / Wits University
- Three-year endowment for Photonics Chair; Structured Light Lab engagement.Shift observed: Talent pipeline and research adjacency for quantum optics/electronic gases; amount undisclosed (ambiguous).
Commercial Agreements
ASP Isotopes / Isotopia
- Gd-160 four-year supply (min $1 million/year, from 2026) to accelerate Tb-161 production.Shift observed: Builds recurring radiopharma feedstock base with clear economics.
ASP Isotopes / U.S.-based Customer
- Purchase order for enriched Barium-137 (deliveries Q1’26).Shift observed: Validates Ba-137 quantum-computing use case; near-term revenue contribution.
Proposed Acquisition
ASP Isotopes / Renergen
- Scheme approved by Competition Commission; shareholder approvals; 2030 combined EBITDA goal $300 million; exchange ratio and financing referenced.Shift observed: If completed, enhances critical materials portfolio (helium/LNG); integration and funding remain conditions precedent.
Strategic MoU
ASP Isotopes & QLE / Fermi America
- JV MoU for nuclear fuels R&D/fabrication; alignment with HyperGrid Campus and broader U.S. nuclear buildout.Shift observed: Expands downstream fuel assembly and reactor ecosystem ties; long-dated execution with high strategic value.