Who this serves
Organizations whose records cannot leave their own environment: government program offices, state agencies, federally funded research centers, and institutions operating under sovereignty, classification, or regulatory constraint.
The constraint that usually stops structural analysis is not the analysis. It is that the corpus cannot be handed to a vendor. So the engine goes the other direction: it is delivered into the environment that holds the data, runs sealed inside it, and reports out only what the operator chooses to carry out. Nothing is uploaded to Living Eden Frameworks, and no run phones home.
One exception, stated here rather than met later. The Corpus Fit engagement that precedes an Enclave is run by Living Eden Frameworks, on its own infrastructure, on a sample you send. Records that cannot leave your environment should be described to us rather than sent; the Corpus Fit page says what to send and what not to.
Two more, for the same reason. Where you build from the document yourself rather than take a build from us, the lower price buys the work of making the build true on your own data: the validity documents prove the document, they do not tune the tool, and that stage becomes yours. And where you license the engine itself rather than a build from it, the read lane is yours to run, and its defects reach you the way they reach us: found by an instrument, named in the record with the fix, and carried forward in engine revisions. A build we ship carries neither; both are said here so that neither is met later.
Everything below describes how an organization reaches that deployment, and what Living Eden Frameworks will and will not agree to along the way.
What you're licensing
Before anything else, be precise about what you want. LEF Ai is three builds: LEF Ai Education, LEF Ai Engineering, and LEF Ai Engine. This page is about the Engine. And the Engine is not one product either. It is a set of distinct, interlocking assets, and different assets carry different terms. Conflating them creates confusion that tends to collapse deals that should have worked.
What is never transferred
Ownership. The engine, the ten filings behind it, and LEF's own accumulated reading are the intellectual property of Living Eden Frameworks LLC. That includes the record of every read LEF has run, the judgements and check ledgers, and the tested builds behind each validity document, which are how LEF learns its own loop. None of it is available for outright sale, acquisition, transfer, or sublicensing under any route below. Inquiries framed as acquiring the engine are declined by default.
What you receive and may use
The engine, in a container, with the read lane inside it. One delivery: the handover documents and the engine together. You build your tool into it, and the engine wraps around the seat you built. Because the read lane travels, you can point the blind read at any corpus you hold and the assessment at any seat's ask, not only the one you came to us with. The licence grants the right to use all of it. It does not transfer ownership of any of it.
Inquiries framed as "acquire the engine," "purchase the Patents build," or "transfer the LEF Ai engine" are declined by default. Ownership stays with Living Eden Frameworks LLC; the routes below grant the right to run it.
Before any licensing or partnership discussion, both sides sign a mutual NDA, published openly and DocuSign-able.
How it deploys
One artifact, three settings, and the difference between them is reach rather than capability.
- The shipped container is the product. It carries the engine and everything it needs to run: the analysis, the refutation stage, the calibration. It calibrates against your corpus inside your environment, with no connection back to Living Eden Frameworks. Where deployment provides durable storage, that calibration persists in your environment; it is never held by us.
- Development and testing happen on our side, not yours. Features are built and exercised against our own instruments before any container ships. A partner receives a tested article, not a laboratory.
- The hosted builds are proof, not the product. The public deployments exist so a prospect can watch the engine work on real public corpora before committing to anything. They run on bounded samples and say so on their own pages. The engine carries no such bound; the demo does, deliberately, so it stays responsive and cheap.
How to engage
The doors, in the order they are usually taken. The builds are not sold as retail seats or self-serve subscriptions, and there is no checkout anywhere on this site. Every path below begins with a conversation and a human decision on both sides.
Try It. See what the engine produces before committing to anything. Each build offers a Request to Try: tell us what you’d run, and on a fit we send a Try-It code worth 2 runs, one-time, on the house. No commitment. When those runs are spent, the path forward is a field license or an Enclave — not buy-more retail.
Federal vehicles
Living Eden Frameworks is a registered small business and nontraditional defense contractor, and government work is the channel currently in pursuit. An organization does not have to arrive through a licensing conversation to reach the engine; the contracting routes below are open.
- Other Transaction Authority. Cornerstone OTA member; the consortium membership agreement was executed 24 June 2026 and Living Eden Frameworks is award-eligible under it.
- Broad Agency Announcements and open needs processes. White papers submitted directly to program officers, including AFOSR’s open BAA under Science of Information, Computation, Learning and Fusion, and the Defense Intelligence Agency’s NeedipeDIA, against a numbered agency need.
- Solution marketplaces. Submissions under assessment across DoW and Intelligence Community marketplaces — CDAO Tradewinds, IARPA, and DARPA ERIS.
- Commercial Solutions Openings. Registered under open CSOs including Golden Dome for America and the USSF Kronos Family of Systems.
- SBIR / STTR and prize competitions, where the topic fits the instrument rather than the reverse.
- Simplified acquisition. Government purchase cards accepted; pre-priced engagements under FAR Part 13 micro-purchase and simplified acquisition thresholds.
Where things actually stand. Submissions are under assessment. Three have cleared compliance review, which confirms only that a submission met the stated criteria and says nothing about how it will be assessed. There are no awards to date. That is stated plainly here for the same reason the engine reports leads rather than findings when a sample is thin: a claim you cannot support costs more than the silence it replaces.
UEI EZ5VPPFP6NV3 · CAGE 1A3A2 · SBC SBC_002678090 · NAICS 541715, 541511, 541512, 541519, 611710 · PSC D302, D316, AE16, R408. Full detail on the capability statement.
Start a conversation: TheArchitect@livingedenframeworks.com
Secure Enclave: the engine in your own environment
The engine runs sealed inside your own confidential-compute environment (a Trusted Execution Environment), so neither your DevOps team nor the cloud provider can read it during execution. It begins with a mandatory paid Corpus Fit engagement, a Corpus Fit Read or a Corpus Fit Assessment, and a partner-specific connector, under the Three-Layer IP structure; bring-your-own-AI applies. The Corpus Fit is a fixed fee, stated on the Corpus Fit page, and it credits in full toward the Base Integration Fee where the enclave agreement is signed within thirty days of delivery.
- For organizations whose data cannot leave their own environment.
- Available under either field license; pricing is set to scope in conversation.
- Optional bring-your-own-corpus: the engine traverses whatever graph your enclave exposes (e.g. international patent families, non-patent literature, or a dataset you already license).
Full terms: Exclusive / Non-Exclusive Field License · Schedule A, License Schedule · Schedule B (Brand Display Addendum).
Field License Active
The Enclave is how the engine is delivered. The field license is what you are permitted to do with it once it is there. Every deployment carries one.
A license is scoped to one named program
A license grants the right to operate a named deployment — Federal ISB, Civic ISB, Patents, Research Articles, Biology — inside a defined program or product line, identified in the license schedule. Scope is written to a program a reader can point at, not to a market segment. A government program office licenses for its program; a company licenses for its product line.
This is deliberate, and it is the answer to the question a government buyer asks first: can this capability be locked away from us? No. Scoping to a program means a license cannot foreclose a market, an agency, or another program. Living Eden Frameworks continues to operate the engine and every other deployment everywhere else, always.
What this looks like in practice
- A government program office licenses the Federal ISB to read its own multi-source record inside its own boundary.
- A state agency licenses the Civic ISB for a defined program area, and the collection tasks it emits go to that agency alone.
- A federally funded research center licenses Research Articles for structural gap detection across a portfolio it already holds.
- An institutional research platform licenses Patents for claim-level white space inside its own discovery product.
How it's structured
Fee structure follows the agreement. A field license is typically a one-time fee with a flat annual; work funded through a grant, contract or other funded instrument is structured to that instrument instead, usually as milestones. No running royalty, on any route. Figures are set to the scope of the program, in conversation.
Typical terms
- Program or product line defined narrowly and precisely, and named in the schedule.
- Successor programs: where a named program is renamed, restructured, or absorbed, scope follows the successor rather than lapsing.
- No right to sublicense.
- No right to assign without consent.
- Perpetual license back to Living Eden Frameworks for any improvements the licensee makes, for use outside the licensed program.
Exclusivity, where it applies
Within a single named program, a license may be granted exclusively, so no competing party operates the same deployment inside that program. This matters where more than one party works inside the same named program — several primes on one effort, or multiple vendors under one contract — and it means the licensee is the only one running that deployment there. It is priced as a larger one-time fee plus a flat annual, and the annual maintains it: if the annual lapses, the license reverts to non-exclusive.
Exclusivity never extends past the named program. It does not reach a market, a domain, an agency, or any other program, and no exclusive is granted that would prevent Living Eden Frameworks from operating the engine or any other deployment anywhere else. Full terms in the linked schedules.
Full terms: Exclusive / Non-Exclusive Field License · Schedule A, License Schedule · Schedule B (Brand Display Addendum).
Start a conversation: TheArchitect@livingedenframeworks.com
Not sure which route fits? Start at TheArchitect@livingedenframeworks.com.
Routes Living Eden Frameworks will not accept
These are not negotiating positions. They are architectural constraints. Agreements that violate them will not be signed regardless of the number on the table.
- Outright sale, acquisition, or transfer of the engine itself. This applies across the LEF Ai meta-engine, the patent portfolio, the calibration corpus, and the running engine builds powering every LEF deployment and any future LEF-x. The engine is not for sale at any price.
- Exclusive license broad enough to block other deployments. No license will be granted that prevents Living Eden Frameworks from operating the LEF Ai engine or any LEF-x deployment in other markets or fields of use.
- Calibration corpus transfer by default. The calibration corpus is not included in any software or patent license by default and must be negotiated separately if ever included.
- Sublicensing rights. No licensee receives the right to sublicense the engine or any component of it to a third party.
- Any license that imposes confidentiality on the existence of the relationship. Financial terms may be confidential; the existence of the relationship itself may not be hidden.
- Patent assignment of individual filings detached from the arc. The provisional stack is structurally interdependent; individual assignment detached from the full arc is not acceptable.
What any license must include
Regardless of route, every license agreement must include the following:
- Perpetual license back. Any improvements, adaptations, or derivative works the licensee makes to the engine or its components must include a perpetual, royalty-free, non-exclusive license back to Living Eden Frameworks for use outside the licensee's field of use.
- Transparency requirement. Products built on the engine must disclose that structural intelligence is powered by patented technology. Brand attribution to LEF and the specific deployment remains required on generated outputs regardless of route or tier.
- Human-in-the-loop commitment. No licensee may configure the engine to apply its recommendations automatically without human review.
- Service availability posture. Living Eden Frameworks does not silently substitute lower-capability models, simpler heuristics, or partial outputs during upstream outages. Failed runs do not count against run pools.
- Compliance verification. Living Eden Frameworks retains the right to verify the licensee's use against the field-of-use definition and the terms of the license, no more than once per year. For LEF-hosted routes this is a standard use audit on 30 days notice. For a confidential-enclave (Secure Enclave) deployment, where the engine runs sealed inside the partner's environment and LEF cannot inspect it, verification is satisfied by a written compliance certification on request; publicly observable obligations (brand display, roster) remain directly verifiable.
- Patent prosecution cooperation. During pending patent prosecution, the licensee agrees to cooperate with Living Eden Frameworks on third-party inquiries related to the licensed patents arising from the licensee's use.
- Full supplemental claim acknowledgment. Any license involving LEF-x or any other deployment must expressly acknowledge the claim scope of U.S. Provisional 64/043,294, 64/045,185, 64/061,710, and 64/061,715 as part of the patent stack protecting the licensed surface.