Runs on the computers you already have.
Encoding, retrieval, and reasoning run on ordinary CPUs. No GPU farms, no accelerator queue, no hyperscaler dependency.
An independent future for intelligence
Intelligence.
In your
hands.
Entangled Halo encodes your institution’s knowledge into a memory that ordinary CPUs can search, trace, and correct. Private AI you own outright. No GPUs, no training runs, no hyperscaler in the loop.
A different kind of intelligence. A different kind of company.BUILT ON ENTANGLED HALO
New thinking.
Decades in the making.
200+patents across
our leadership
our leadership
150+combined years
of deep-tech R&D
of deep-tech R&D
25scientists
and engineers
and engineers
01 / The problem we solve
The most valuable intelligence
is the kind you can call your own.
Today, every institution building on AI is renting it: the GPUs, the models, and the clouds all belong to someone else, and the knowledge flows out one way. Your expertise took years to build. Your AI should make it more valuable, keep it private, and put every decision within reach. That’s why we’re building a new foundation for intelligence.
Built for defense and intelligence, regulated enterprise, and finance.
Encode knowledge. Don’t train a model.
New knowledge is encoded in minutes, not trained over months. When the facts change, you update the record instead of retraining.
Significant power savings.
Sparse ternary computation replaces dense matrix math. Intelligence at a fraction of the energy, from the datacenter to the edge.
02 / Products
One foundation.
Your next advantage.
From the documents on your desk to the decisions that move an institution. Find your starting point.
- Entangled Halothe foundation
- HaloCore 10institutional memory
- L3Mthe conversation layer
- HaloAgentgoverned action
- SUBSPACEdeploy it anywhere
- Security portfolioOneshot · Continuity · Finsight
Your institution.
With a lasting memory.
Turn scattered knowledge into an institutional asset. Retrieve facts, understand the evidence, and keep human judgment in command.
Why did we change this supplier’s risk rating?
The March audit identified a delivery risk. The procurement team moved the supplier to watch status.01
SourceSupplier audit / March
RecordDecision log · DR-4471
Entered byProcurement team
Reviewed byRisk lead
↳ Provenance attachedHUMAN REVIEWED ✓
Illustrative workflow / HaloCore Generation 10 + L3M
Built for
Organizations with knowledge to preserve
You control
Data, decisions, governance, and deployment
Start with
One important knowledge workflow
An institutional stack. A role for every layer.
Keep knowledge, understanding, action, and deployment connected. Start with the layer that solves your immediate problem.
01HaloCore Generation 10 Institutional memory you can inspect, correct, and keep.Know
Designed forKnowledge, operations, risk, and research teams
What it does
Encode facts and records into a shared factual memory. Retrieve knowledge with its source, score, and correction history, and keep separate data collections under their own accuracy thresholds.
Where you stay in control
People can teach, correct, reinforce, or delete knowledge. The record preserves where information came from and how it changed.
In practice
A supplier is moved to watch status. Six months later, a new team can recover the decision, the supporting audit, and the reviewer’s correction instead of reconstructing the reasoning from email.
A decision record with evidence and a human correction trail.02L3M · Light LLM A natural-language interface to what your institution knows.Understand
Designed forAnalysts, operators, leaders, and domain experts
What it does
Ask questions across the knowledge collections held in HaloCore Generation 10. L3M composes a readable response from that record, with claims connected to their supporting sources.
Where you stay in control
Your experts stay involved. Teach and correct in plain language, review the evidence behind an answer, and govern changes to institutional knowledge.
In practice
A leader asks, “What changed in supplier risk this quarter?” The team can inspect the risk register, contract amendment, and audit note behind the answer before deciding what to do.
An understandable answer with a path back to its evidence.03HaloAgent In developmentA governed action layer, with boundaries people can review.Act
Designed forTeams exploring controlled, auditable agent workflows
What it does
The in-development design connects budgeted skills and tools under shared policy. Findings are labeled as grounded, report, proposal, or discovery, and runs retain a step-by-step budget trace.
Where you stay in control
Proposed knowledge is quarantined for review. A suggested policy change does not silently become an institutional fact in HaloCore 10.
In practice
A compliance team scopes a review of vendor agreements. The proposed workflow reads within its budget, distinguishes evidence from interpretation, and presents a policy update for human approval.
A proposed action with its evidence, status, and execution trace.04SUBSPACE Choose where intelligence lives and how it connects.Deploy
Designed forInfrastructure, sovereign enterprise, and edge teams
What it does
Explore four deployment patterns: Halo DC, Edge DC, Entangled DC, and Edge-to-Edge. Place the holographic knowledge foundation in a datacenter, at a regional edge, or in a disconnected field environment.
Where you stay in control
Deployment boundaries, local knowledge, and federation remain part of the architecture discussion. The design separates remote computation from material retained at the edge.
In practice
An institution needs regional teams to use operational knowledge without putting every workload into one shared vendor environment. SUBSPACE provides the deployment patterns to evaluate.
A deployment plan aligned with your data and connectivity requirements.See the risk.
Protect the future.
A security portfolio built on holographic computation. Protect communications, connect fragmented histories, and make emerging threats explainable.
Illustrative risk signal / Explainable by design
Built for
Security, investigations, and risk teams
You control
Evaluation, review, and response policies
Start with
Your threat model or investigation workflow
Protect the channel. Connect the history. Explain the signal.
Three complementary products address different parts of an investigation and security architecture.
01Oneshot Holographic protection at the communications layer.Protect
Designed forSecurity architects and communications teams
What it does
Oneshot explores communications security through holographic noise signatures and channel opacity. It is the cryptographic foundation of the security portfolio, with a future hardening path for portfolio transport.
Where you stay in control
Start with your communications threat model, deployment constraints, and integration requirements. Review the documented design with your security team.
In practice
A team evaluating long-lived sensitive communications needs to understand what an observer can capture from the channel. Oneshot makes the transmission layer the focus of that evaluation.
A concrete security architecture to assess against your threat model.02Continuity A connected view of history across fragmented ledgers.Connect
Designed forDigital-asset operations, analysts, and risk teams
What it does
Bring main-chain and side-ledger position history into a continuous holographic graph. Investigate the relationships between transactions and examine contract vulnerabilities alongside the history they affect.
Where you stay in control
Analysts can follow the structure of an investigation across ledgers instead of treating each explorer view as an isolated answer.
In practice
A position moves through a main chain, two side ledgers, and several contracts. An investigator needs the full sequence to understand where exposure accumulated and which contracts deserve review.
Connected history to support investigation and risk assessment.03Finsight Investigate the structure behind a suspicious transaction.Detect
Designed forFraud operations, financial intelligence, and risk teams
What it does
Represent transaction flows as sparse ternary vectors and identify anomalous routing patterns. The emphasis is on explainable signals: the pattern, relevant precedent, and evidence an investigator can review.
Where you stay in control
A detection supports a human investigation. Review the evidence and apply your institution’s escalation and decision policies.
In practice
A sequence of payments takes an unusual route across accounts. The investigator needs to see the connections and the reason the pattern was flagged before deciding how to respond.
A reviewable alert with structural context for an investigation.Your private world.
Your favorite AI.
Bring frontier AI to your documents with HaloVault, the AI Lockbox. Your raw files stay on your device. Sensitive details are masked, and you review the protected context before sending.
Summarize this client agreement.
Agreement with Alex Morgan at Northstar Labs. Contact: alex@example.com.
ChatGPTClaudeGeminiGrok
Sample document · 3 private detailsLOCAL PREVIEW
Interactive illustration / No data is sent
Built for
Individuals, professionals, and teams
You control
Documents, model choice, and outgoing context
Start with
The paperwork you need to understand
Private context. A deliberate handoff.
Understand what stays local, what can be shared, and where your approval fits into the workflow.
01HaloVault · AI Lockbox Make private context useful before deciding what to share.Protect
Designed forIndividuals, client-facing professionals, and teams
What it does
Keep PDFs, scans, spreadsheets, presentations, and notes in a local lockbox. Build useful context from those documents, mask sensitive details, and review the protected copy before sending it to a supported frontier chat service.
Where you stay in control
Raw files stay on your device. You choose the model and approve the outgoing context. The selected AI service’s policies apply to the information you send.
In practice
Before preparing a client proposal, review a protected summary of the brief with names, contact details, and identifiers masked. Send only the context you approve, then review the resulting draft.
Useful AI assistance with an explicit review point for private information.03 / How it works
A new geometry
of intelligence.
Entangled Halo is the holographic computing foundation beneath every product. It encodes knowledge into mathematical structures that can be retrieved, traced, and corrected. Built for knowledge you need to trust.
Bring what you know.
Documents, records, images, and expertise. The information that makes your organization yours.
Encode. Don’t retrain.
Add knowledge directly to a mathematical memory. Core encoding runs on ordinary CPUs.
Find the fact. Keep the source.
Retrieve knowledge with its origin and correction history. You can inspect where an answer came from.
Put understanding to work.
Ask in natural language. Review the evidence. Teach and correct the knowledge that guides your decisions.
YOUR DATA → ENTANGLED HALO ENCODING → HALOCORE 10 MEMORY → L3M INTERFACE
ONE FOUNDATION. HUMAN CONTROL AT EVERY LAYER.
The architecture, measured
2B
Encoded facts
Two billion facts in one foundation5ms
Response time
At 2 billion encoded facts96%
Recall
Source-bound, first-result retrieval0
Hallucinations
Structurally non-hallucinating · CPU-native, no GPUsInternal measurements on a 10-core CPU laptop with 64 GB RAM. Workload and hardware affect performance. Read the methodology
04 / Deployment
Where you need it.
Under your control.
From your own datacenter to the edge of the network. SUBSPACE brings the Entangled Halo foundation to your environment, with deployment options for sovereignty, federation, and disconnected operation.
Discover SUBSPACE05 / In practice
Big decisions.
Solid ground.
See how the products fit a real workflow: what you start with, what the technology does, and what your team can take forward.
Keep the reasoning behind the decision.
Make operational knowledge useful across teams and over time. Begin with a recurring decision that currently requires people to reconstruct the same history.
“Why did this supplier move to watch status, and what changed since?”
- 01 / Start with
The supplier audit, risk register, contract amendments, and the team’s reviewed decision record.
- 02 / Put it to work
HaloCore 10 retrieves the relevant facts and their origins. L3M turns the record into a readable explanation, with sources the team can inspect.
- 03 / Take forward
A decision brief the next team can understand, review, and correct before taking action.
Products & principlesHaloCore Generation 10L3MSUBSPACE
Expert handovers
Capture reviewed operating decisions and the evidence behind them. New team members can recover the reasoning and ask follow-up questions without relying on one person’s inbox.
Policy and compliance review
Bring approved policy documents and corrections into a governed knowledge base. Teams can trace an answer back to the applicable record and flag gaps for expert review.
Bring institutional understanding closer to the mission.
Keep reviewed knowledge available across handovers and deployment environments. Plan around the team’s actual connectivity, data boundaries, and human command structure.
“What do we know about this situation, and which observations support it?”
- 01 / Start with
Approved reports, operating procedures, reviewed observations, and the history of human corrections.
- 02 / Put it to work
HaloCore 10 organizes factual memory while separate knowledge collections retain their own thresholds. L3M supports source-based review; SUBSPACE provides deployment patterns to evaluate.
- 03 / Take forward
A source-backed briefing for an authorized operator, with a path to sovereign or disconnected deployment.
Products & principlesHaloCore Generation 10L3MSUBSPACE
Rotation and handover
Preserve reviewed observations and the reasons behind earlier decisions. Incoming personnel can inspect the record and identify what needs fresh validation.
Disconnected knowledge access
Evaluate an Edge-to-Edge deployment for approved field knowledge. Define the available data, update process, and operating boundaries before deployment.
Connect the signal to the history that explains it.
Support investigators and risk teams with a clearer factual record. Review how a decision was reached, how a position evolved, or why a transaction pattern needs attention.
“What changed in this counterparty’s risk, and what is the evidence?”
- 01 / Start with
Reviewed risk decisions, supporting documents, transaction histories, and analyst corrections.
- 02 / Put it to work
HaloCore 10 and L3M support the institutional decision record. For specialist investigations, Continuity connects ledger history and Finsight surfaces structural transaction anomalies.
- 03 / Take forward
A review pack with supporting history and traceable signals, ready for the institution’s human decision process.
Products & principlesHaloCore Generation 10 + L3MContinuityFinsight
Cross-ledger investigations
Follow a position through main-chain and side-ledger activity with Continuity. Examine the connected history and associated contracts to understand where further investigation is needed.
Explainable fraud triage
Use Finsight’s structural signals as an input to investigation. Analysts review the routing pattern and supporting evidence before applying escalation or response policies.
Put your documents to work. Choose what you share.
Bring the material you already have into a local AI Lockbox. Get help organizing, understanding, and preparing while retaining a review point before any context is sent.
“Help me understand this agreement and prepare the questions I should ask.”
- 01 / Start with
Your agreement, supporting correspondence, and related notes, kept in the local HaloVault lockbox.
- 02 / Put it to work
Build relevant context, mask personal or client details, and inspect the protected copy. Send only what you approve to a supported frontier chat service.
- 03 / Take forward
A draft summary and a better set of questions to review with the right professional or colleague.
Products & principlesHaloVault · AI LockboxLocal documentsReview before send
Prepare for an important appointment
Organize visit summaries and personal notes, then use reviewed, protected context to prepare questions. The AI supports preparation; the professional guides the decision.
Prepare a client proposal
Work from a client brief and supporting documents. Mask identifiers, review the shared context, and use the resulting draft as a starting point for your own review.
06 / Proof
See the thinking.
Explore the evidence.
The geometry behind
institutional memory.
Encoding, retrieval, provenance, and the benchmarks behind the architecture.
A new way to deploy
sovereign intelligence.
Explore the design, deployment modalities, and what stays under your control.
Start with the foundation.
A guided introduction to holographic computing.
07 / Team
A new frontier.
Experienced hands.
Based in Palm Beach, Florida. A team bringing decades of experience in supercomputing, cybersecurity, financial systems, and public-sector strategy to one conviction: intelligence should belong to you.
Hector Hoyos
Supercomputing, biometrics, defense, and cybersecurity. 123 patents.
Kevin McNamara
AI, quantum, and cloud. Former Sr. Technology Director of Research at JPMorgan Chase. 77 patents.
Paul J. Manafort
Public- and private-sector strategy. Served under five U.S. Presidents.
Peter Majar
25+ years advising high-tech, fintech, and financial services. Former C-suite at Hoyos Group.
The names
“Photonics” isn’t marketing for fiber.
We store your knowledge the way a hologram stores a picture: as overlapping waves, not as pixels in slots. The math is the math of light, which is why it runs on ordinary CPUs today and why compute-in-light is the natural destination.
What people get wrong: they assume you need photonic hardware today for the name to be honest. You don’t. The architecture is holographic. The first implementation is software on CPUs. The destination is compute-in-light. The name names the geometry, not the current chassis.
“Halo” isn’t a logo shape.
Shine light through a point and you get a ring around it. We do the same with facts: we arrange every fact in a ring around the thing it describes, all overlapping, all at once. Ask about the subject and the whole ring lights up.
What people get wrong: they hear “entangled” and think quantum. It is simpler than that. We bind each fact into the ring with a key. Without the key, the ring is a pattern nobody can read. Not us, not a cloud, not a subpoena. Entangled means the fact and the key can’t be separated. That is the whole privacy story in one word.
A little more clarity
Good questions.
Clear answers.
What does Mjolnir actually build?
We build software and infrastructure on Entangled Halo, our holographic computing foundation. The portfolio includes HaloVault for private use of frontier AI, HaloCore Generation 10 for institutional memory, L3M for source-bound conversations, SUBSPACE for sovereign deployment, and holographic security applications.
What does “sovereign intelligence” mean?
It means your organization controls its data, knowledge, decisions, compute, governance, and strategic direction. Deployment can be in your own environment, including sovereign datacenters and disconnected edge systems.
Do we need to replace our existing AI?
No. HaloVault is designed to work with frontier models, while the institutional stack adds a factual memory and governance layer. We can discuss how the architecture fits your current tools and requirements.
Does the technology really run without GPUs?
The core Entangled Halo encode-and-retrieve engine is CPU-native. The zero-GPU claim applies to that core computation. Your complete deployment, including any external model you choose to use, may have different infrastructure requirements.
Where does HaloAgent fit?
HaloAgent is the in-development action layer: budgeted skills, shared policies, labeled findings, and auditable run traces. Proposed knowledge is quarantined for review rather than automatically becoming institutional fact. Contact us to discuss the roadmap.
How do we get started?
Start a conversation about the workflow you want to improve, where your data lives, and what control means for your organization. We’ll help identify a relevant product and the right technical next step.
To try HaloVault today, add it to Chrome from the Chrome Web Store, or see every way to install our products.
The next chapter is yours
Own what
comes next.
Bring us your hardest knowledge problem. Let’s explore what intelligence under your control could make possible.
OR INFO@MJOLNIRPHOTONICS.COM