← Out-licensing · Solid-state battery
★ FlagshipPreliminary screen only◆ Checked by 2 ML potentials

Integrated all-solid-state battery cell stack — ordered multilayer with endpoint qualification

Single all-solid-state battery architecture uniting an anode-side oxide interlayer, a buffered halide/sulfide separator and an ordered cathode, specified against cell endpoint targets that have not yet been tested.

Why nowASSB commercialization window
$10B+
addressable market (our estimate)
Exceptional
asset rating
2
drafted claims
2
validation engines
Request the data room →nick@latticegraph.com

The opportunity

The parent system claim (Clauses 15 and 40): an ordered cathode / cathode-side SE / buffer / garnet-or-sulfide separator / anode-side oxide interlayer / Li- or Na-metal anode stack qualified against cell endpoints (CCD, R_int, CCE, capacity retention). Integration claim that combines an anode-side interlayer of Clause 1/4/21 with a Family D protected halide/sulfide stack and the cation-ordered Li2MgMn3O8 cathode of Clause 14. Ranks high on TAM but one notch down on certainty because no integrated full-cell coupon has been built.

Investment thesis

The integrated all-solid-state battery cell stack is a platform-level system claim that combines, in a single ordered article, an anode-side oxide interlayer, a buffered halide/sulfide separator, and a cation-ordered Li2MgMn3O8 cathode — specified not by any single composition but by target cell endpoints, not yet measured (critical current density at or above 0.8 mA/cm2, interfacial resistance at or below 30 ohm-cm2, and capacity retention at or above 80% after 200 cycles). Its strategic significance is architectural: rather than claiming a point fix at one interface, it claims the finished article — the whole cooperating stack — and defines it by what the article must do. The why-now is the converging ASSB commercialization race. Oxide, halide, and sulfide programs are independently approaching full-cell demonstrations; our preliminary screen found no integration claim of this configuration, and counsel has not reviewed it. An architecture patent that ties all three layer families together by measured cell behavior becomes the position that competitors must license or design around as they assemble full cells. Within the broader solid-state battery electrolytes and interfaces portfolio, this asset functions as a capstone: the family-level assets protect individual layers, and this claim covers the assembled, endpoint-qualified stack above them. That layered structure means an infringer who redesigns one component still reads on the system claim if the article meets the recited endpoints.

Asset rating

80/ 100
Exceptional · Flagship
Internal score — our commercial-value estimate weighted by the in-silico screen and the preliminary IP screen.
Commercial value (our estimate)5 / 5
In-silico confidence4 / 5
Rating
Flagship
Material family
Integrated all-solid-state cell platform

Specification

cell endpoints
CCD >=0.8 mA/cm2; R_int <=30 ohm-cm2; cap retention >=80% / 200 cyc

Computational validation

How this candidate was screened in silico — the engines run and what each found (computed, not measured)

MACE
CHGNet
→
Computed stable — every engine run agrees

Candidates are screened for imaginary phonon modes with the machine-learning interatomic potentials named above. This is a computed harmonic check, not a measurement; where engines disagree, that is shown.

Computational methods applied
Explicit-interface simulationMolecular dynamicsML-potential validation

Technical deep-dive

The cell architecture is an ordered multilayer: cathode / cathode-side solid electrolyte / buffer / garnet-or-sulfide separator / anode-side oxide interlayer / Li- or Na-metal anode. Each interface position addresses a specific, well-documented failure mode. The anode-side oxide interlayer stabilizes the lithium-metal/garnet contact, where direct contact causes microstructural degradation and void formation under cycling. The buffer layer between the halide and sulfide electrolyte phases suppresses interdiffusion that would otherwise generate high-resistance interphase products. The cation-ordered Li2MgMn3O8 cathode (P4_332 space group) presents an all-Mn4+ high-voltage surface with suppressed oxygen evolution — a known failure mode for disordered Mn-rich oxides that limits cathode-side electrolyte compatibility. Computational validation was carried out in two complementary modes. At the constituent level, two independent machine-learning interatomic potentials — MACE and CHGNet — were applied independently to screen the component materials. Both returned dynamically stable verdicts, meaning neither found imaginary phonon modes, and agreement between two unrelated ML potential frameworks materially strengthens confidence that the stability finding is not an artifact of one model's training set. A reaction-compatibility screen assessed thermodynamic compatibility across all layer pairings, identifying which contact configurations are stable against chemical reaction under operating conditions. A separate explicit-interface molecular dynamics simulation using the MACE potential modeled the full trilayer stack against an unprotected control, directly quantifying interdiffusion suppression in the buffered halide/sulfide interface — the most chemically active junction in the stack. The cell endpoint set (CCD, interfacial resistance, capacity retention) is the intended measured property; it is defined at the system level rather than as a single material constant, which is appropriate for a stack in which performance emerges from the cooperation of all layers.

Market & opportunity sizing

The addressable market for integrated ASSB technology is estimated at over $10 billion across electric vehicle traction, grid-scale stationary storage, and premium consumer electronics. This is an estimate, not an audited figure, but the order of magnitude is consistent with the scale of EV OEM capital commitments and announced cell production targets for solid-state platforms through the early 2030s. The architecture claim spans the whole cell rather than a single layer, which means value accrues wherever a qualifying full cell is manufactured — not only at the electrolyte supplier or the cathode maker, but at any entity assembling the integrated article. The natural royalty structure for a system claim of this type is a running per-cell rate applied at the finished-article level. Because the claim reads on the assembled stack rather than a component, it cannot be exhausted at the material supply stage; it attaches to the cell manufacturer. A low single-digit royalty on qualifying full cells, applied across the EV and grid customer bases, generates a commercially meaningful revenue stream at scale even on modest market-penetration assumptions. Buyers are EV OEMs integrating ASSB packs, cell manufacturers supplying them, and grid integrators deploying stationary storage — each of whom would incur this royalty on every cell that meets the recited endpoints. The caveat that matters commercially is that no integrated full-cell test vehicle has been built against the claimed endpoints yet. Until that coupon exists, the claim is supported by computational evidence and individual-layer demonstrations rather than a measured full-cell result. This limits near-term enforceability and affects valuation: a buyer must price in the cost and risk of building the first integrated coupon. That experiment is, however, well-scoped and technically tractable given the existing layer-level data — it is a known next step, not an open research question.

Market & competitive position

Why it wins

integrated architecture designed to address the main internal-interface failure modes in one ordered stack with specified, untested endpoints

Positioning

The primary competitive set is bulk-electrolyte ASSB programs — development efforts organized around a single dominant electrolyte (oxide, sulfide, or halide) that treat interfaces as secondary engineering problems to be managed rather than co-designed. These programs produce individual interlayer patents, coating patents, and single-material electrolyte patents, but they do not claim the ordered, endpoint-qualified full stack as an integrated article. This asset occupies architecture space that those point-solution patents do not cover and cannot easily extend into without reaching the claimed configuration. The competitive risk is priority timing. If a rival demonstrates a working integrated full cell — matching this stack configuration — and publishes or files first, the integration claim's prior-art position becomes the central issue. The asset's claim-date priority and the depth of computational evidence underlying the layer choices are therefore material assets in any competitive contest. On the other side, the two negative limitations built into the claim — no direct oxide/sulfide contact and no direct halide/sulfide contact — deliberately occupy the buffered-interface lane and exclude the bare-contact constructions that dominate the existing prior art, which separates the claim from the most common designs; the buffered configuration's performance advantage is a design expectation not yet measured in a full cell.

Incumbents displaced
bulk-electrolyte ASSB programs
Who buys / licenses
EV OEMscell makersgrid integrators
This asset vs incumbents
This assetIncumbents
integrated architecture designed to address the main internal-interface failure modes in one ordered stack with specified, untested endpointsbulk-electrolyte ASSB programs

Claims & IP position

What's claimed, the protected family, and the preliminary IP screen (not a freedom-to-operate opinion)

The system claim covers the ordered multilayer cell as a unitary article, reciting the full layer sequence from cathode through to anode and requiring the cooperating layers to jointly meet the cell endpoint thresholds. The claim is not defined by a fixed chemical family — the genus is constituted by ordered configuration plus endpoint limitations, which means it covers many specific layer chemistries as long as the assembled article achieves the qualified performance. This breadth is intentional: an infringer who substitutes one layer while preserving the ordered structure and meeting the endpoints still reads on the claim. The claim also integrates the anode-side interlayer, the buffered halide/sulfide separator stack, and the cation-ordered cathode into a single article, rather than asserting them separately. The claim strategy is a two-tier fence. The family-level assets in the broader solid-state battery electrolytes and interfaces portfolio each independently protect individual layers. The system claim above them covers the integration of those layers in an ordered, endpoint-qualified stack. An infringer who successfully designs around a layer-level asset still faces the system claim; an infringer who meets the system endpoints in any ordered configuration still faces the underlying layer assets. The two negative limitations — direct oxide/sulfide contact excluded, direct halide/sulfide contact excluded — serve double duty as novelty anchors and as explicit notice of what competitors cannot replicate without infringing.

Claim type
System
Drafted claims
2 claims
IP screen status
Preliminary screen only
Blocking patents
None listed in preliminary screen
Explicitly carved out
direct oxide/sulfide contact excluded (Comp Ex C-8)direct halide/sulfide contact excluded (Comp Ex C-3)
Carve-out / design-around

claimed by ordered configuration + cooperating-layer endpoint limitations

IP screen

Preliminary screen only. This is not a freedom-to-operate opinion.

Validation roadmap

What's proven so far, and what a buyer would fund next

Computational support is solid at the constituent and pairwise-interface level. Two independent ML potentials — MACE and CHGNet — agree on dynamic stability for the component materials, providing cross-engine consensus that reduces the probability of a training-set artifact. The reaction-compatibility screen surveyed all layer pairings for thermodynamic compatibility, confirming that the chosen contact configurations are not reactive under operating conditions. The explicit-interface molecular dynamics simulation modeled the buffered trilayer against an unbuffered control, directly demonstrating that the buffer layer suppresses interdiffusion at the halide/sulfide junction — which is the key mechanistic claim underlying the architecture's performance advantage. The single open validation gate is decisive: no integrated full-cell coupon has been built with all layers assembled and the recited endpoints measured. The claim's endpoints — CCD, interfacial resistance, capacity retention — are design targets supported by layer-level evidence, not yet confirmed numbers from a complete cell test. Building the integrated test vehicle and measuring against those thresholds is the highest-leverage next experiment in the portfolio given this asset's estimated addressable market. A buyer funding that coupon converts the system claim from computationally supported and prophetic to reduced-to-practice, materially increasing both its enforceability and its licensing leverage.

Evidence receipts
5
Open validation gates — the next experiments to fund
○integrated full-cell test vehicle with measured endpoints

Applications

Industries
solid-state batteriesEV tractiongrid storageconsumer electronics
Use cases
full ASSB celllithium-metal cellsodium-metal cell
Tags
parentintegrated-architectureASSBendpoint-qualified

Strategic fit & buyers

The natural acquirers are EV OEMs and large-format cell manufacturers that are building or sourcing integrated ASSB cells for traction applications, and grid integrators deploying stationary storage at scale. For an OEM or tier-one cell maker, outright acquisition may be strategically coherent: if granted as drafted, the claim would read on the finished article across compatible layer chemistries in the ordered stack, making it potential platform IP rather than a component license. An exclusive license to a single player in each major application segment — automotive, grid — would achieve a similar competitive effect while preserving flexibility for the current owner. For materials and coating suppliers, a field-of-use license tied to specific layer positions (interlayer material, buffer, cathode) is the appropriate structure, since these entities sell into the stack rather than own the finished cell. Given our estimated addressable market and the drafted architecture breadth of the claim, this asset may merit acquire-or-exclusive-license treatment for an ASSB program; if granted at that scope, a non-exclusive license would dilute the exclusivity that would make the claim commercially significant.

Risks & roadmap

The primary risk is proof maturity. The claimed cell endpoints have not been measured on an integrated full-cell coupon, which means the claim is currently prophetic with respect to its performance limitations. This lowers near-term enforceability and requires a buyer to underwrite the cost and schedule of building the first test vehicle. System claims defined by performance over a broad layer genus also face heightened written-description and enablement scrutiny during prosecution and litigation; the endpoints must be demonstrated across representative chemistries — not a single example — to support the full scope of the genus. There is also execution risk that the integrated stack underperforms its individually validated layers, because compounded interfaces can generate emergent resistance or degradation not captured by layer-level screening. The de-risking roadmap is well-defined and narrows to one priority: build the integrated full-cell test vehicle and measure CCD, interfacial resistance, and capacity retention against the claimed thresholds. A second test using at least one alternate interlayer chemistry and one alternate separator would begin to establish genus breadth and address the enablement risk. Timing matters — the ASSB commercialization race means that priority and demonstrated reduction to practice carry increasing weight as more players approach full-cell demonstrations, making execution speed as strategically important as technical outcome.

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