Enterprise Architecture · UM15

One plane, many bubbles, cryptographically isolated.

SudoSelf is a multi-tenant AI twin platform where NFTs anchor policy, bubbles enforce isolation at query time, and every cross-boundary flow carries chain-of-custody proof. Built for regulated enterprises that cannot afford leakage.

Namespaces
3-layer
Gates
5
Patents
65+ claims
MASTERcurated corpusENTERPRISE · de0001one NFT · admin-scopedTEAMrevopsTEAMlegalelenapriyadavidmeiL0namespace: masterL1enterprise NFTL2team bubblesL3user NFTsshared neptune · shared opensearch · query-time filtering

§ 01 · Foundations

Three principles the whole platform is built on.

Tenancy

Everything is a bubble

One shared Neptune + OpenSearch plane. Isolation is enforced at query time with bubble_id / restricted_to_bubbles filters — never by duplicating stacks.

UM15 §24 · Patent 025
Identity

NFTs anchor policy

A Master NFT, an Enterprise Admin NFT, and a User NFT together resolve to a namespace tuple. Mods, Rituals, and Telegraph routing inherit from that tuple.

UM15 §33.3
Proof

Artifacts leave trails

Every cross-bubble flow emits a SHA-256-sealed artifact with chain-of-custody attestation. Cortex Crystals are the portable, verifiable unit of transfer.

Patent 080

§ 02 · Enterprise NFT Bubble Architecture

A master plane, one enterprise namespace,
one bubble per employee.

The Master corpus is curated knowledge everyone inherits. The Enterprise namespace — minted to a single Enterprise Admin NFT — holds your org's proprietary corpus. Every employee gets a personal User NFT; their bubble tags content with bubble_id and restricted_to_bubbles.

A query from any identity resolves to a namespace filter. No duplicated indexes, no per-tenant Neptune clusters, no cross-contamination.

// The canonical OpenSearch bool filter (UM15 §24.4)
{
  "query": {
    "bool": {
      "must":   [ { "match": { "content": "q2 pricing strategy" } } ],
      "should": [
        { "term": { "namespace": "master" } },
        { "term": { "namespace": "enterprise_de0001" } },
        { "term": { "bubble_id": "team.revops" } },
        { "term": { "bubble_id": "user.elena" } }
      ],
      "filter": [
        { "terms": { "restricted_to_bubbles":
            ["team.revops", "user.elena", "*"] } },
        { "term":  { "privilege_gate_cleared": true } }
      ],
      "minimum_should_match": 1
    }
  }
}
Layer 1

Master

Curated, read-only. Inherited by all.

Layer 2

Enterprise

One NFT per org. Admin-scoped proprietary corpus.

Layer 3

Team / Department

Bubble groups. Role-based. Ritual Engine hub.

Layer 4

User

One NFT per employee. Personal space, fully isolated.

§ 03 · Bush Telegraph

Cross-twin messaging,
sealed and attested.

Two twins, two bubbles, two enterprise boundaries. When Elena's Strategy twin needs to brief David's Board Prep twin, nothing crosses by accident. Bush Telegraph is the only approved channel.

Every envelope carries a SHA-256 content seal, an NFT routing policy, and a bubble bond signature verifiable on-chain. The receiver twin replays the hash, verifies the bond, and clears all five Privilege Gates before a single token hydrates.

Aligned with Patent 080

NFT-derived cryptographic agent state binding. Chain-of-custody attestation via Cortex Crystal ledger.

ELENAstrategy twinbubble.revops01 · SEALsha256(payload)+ NFT id+ bubble bond02 · ROUTEpolicy lookuprecipient NFTenterprise bond03 · VERIFYchain replay5 privilege gatesbond signature04hydratecrystalledgerDAVIDboard twinbubble.execbubble Abubble Bsealed envelope · on-chain attestation · no peer-bubble reads
01

Seal

Sender twin hashes payload with SHA-256. The hash, sender NFT id, and bubble bond are committed to the envelope.

02

Route

NFT routing policy resolves the recipient twin, enterprise bubble, and privilege gate it must clear. Non-routable envelopes never leave the sending bubble.

03

Verify

Receiver twin verifies bubble bond signature on-chain (Solana memo or EVM event), replays the hash, and consults the Five-Gate Privilege matrix.

04

Deliver

Payload is hydrated into the receiver's CortexObject. A chain-of-custody entry is appended to the Crystal ledger for audit.

§ 04 · Ritual Engine

Decision loops that run on schedule,
with artifacts as the only currency.

OKR calibrations. Board-prep synthesis. Performance reviews. Pricing committees. These are rituals — periodic, hub-and-spoke decision loops where spokes contribute governed artifacts (not raw peer bubbles), the hub synthesizes, and decisions propagate back through the Plan Graph.

EPHEMERAL RITUAL BUBBLEFINANCEforecast artifactPRODUCTroadmap deltaSALESpipeline summaryENGINEERINGcost curveLEGALrisk registerPEOPLEheadcount planHUBsynthesizedecision · plan graphDECISIONS→ Plan Graph→ Cortex Crystalinvariant: artifacts are the only cross-bubble currency
Invariant

Hub-Spoke Synthesis

Spokes emit artifacts through UM10 Gate C. Hub synthesizes without ever reading a sibling bubble.

Governance

Anonymous Attribution

Feedback keeps provenance but strips identity. Enterprise admins get candor without exposure.

Outcome

Plan Graph

Decisions become nodes. Action edges carry owners and SLAs. Progress is queryable, not a PDF.

Isolation

Ephemeral Ritual Bubble

Each run spins up a bubble that lives only for the loop. Optional read-only matrix-org mounts.

Velocity

Decision Triage

Priority scoring routes decisions to the right stakeholder before the meeting happens.

Proof

Chain of Custody

Every artifact carries a Cortex Crystal hash. Auditable from intake through publish.

§ 05 · Privilege Architecture

Five gates stand between data
and inference.

Designed for the Heppner ruling (Feb 2026). Attorney-client privilege, trade secrets, and regulated material pass through cryptographically-enforced gates before any model ever sees them.

Patent 079 · UM15 §8

#
Gate
Guards
Check
Control
G1

Store

Storage

Payload encrypted at rest with bubble-derived KMS key before any index write.

envelope AEAD
G2

Hydration

Retrieval

Query bubble_id tuple must intersect caller privilege set. Cross-tuple reads denied by default.

namespace filter
G3

Export

Artifact emit

Outbound artifact sealed with SHA-256, signed with NFT key, logged to Crystal ledger.

chain of custody
G4

Inference Egress

Model call

Tokens passed to inference are redacted, tagged, and routed to approved model endpoints only.

token firewall
G5

Agent Action

Tool use

Agent-initiated writes require Cortex Crystal reference + bubble bond + 2FA where policy demands.

action bond

§ 06 · Companion systems

The rest of the enterprise surface.

Fleet Commander

UM15 §17

Autonomous research missions at enterprise scale

Long-running, governed agent missions — competitive intel, regulatory monitoring, patent landscapes — running as Karpathy 3-file loops under Four-Gate oversight.

UMMA

UM15 §2026-03-09

Unified multi-modal access with identity resolution

Every voice, chat, or agent request resolves to an (NFT, bubble, privilege, channel) tuple before touching data. One identity model across Slack, Teams, phone, and native.

Mod Marketplace

UM15 §23

Composable expertise with per-enterprise allowlists

Install Teece Strategy, Legal Privilege, FERPA Compliance, or a custom mod. The enterprise admin controls which mods hydrate inside the bubble.

Vision Pipeline

vision-pipeline-260421.md

Nine-design generative design RALF loop

Every enterprise artifact — landing page, deck, brand video — runs through a multi-judge autoresearch loop before it ships. Convergence gated at composite ≥ 80.

§ 07 · Economics

Isolation without duplication.

Traditional multi-tenant AI stacks spin up a Neptune cluster, an OpenSearch index, a vector DB, and a vault per tenant. Ours does not. Logical bubbles on a shared plane deliver the same isolation guarantees at 90–99% lower infrastructure cost.

  • One Neptune, one OpenSearch, one KMS key hierarchy
  • Per-bubble encryption keys derived from NFT identity
  • Queries always scoped; never cross without a sealed artifact
  • Audit log is a first-class citizen of the plane, not a bolt-on

Relative infrastructure cost

Traditional per-tenantSudoSelf bubbles
Graph DB (Neptune)-92%
100 → 8
Search (OpenSearch)-90%
100 → 10
Vector store-94%
100 → 6
Object store (S3)-65%
100 → 35
KMS / HSM-60%
100 → 40
Audit & SIEM-70%
100 → 30

Median

81%

cost reduction

Break-even

3 tenants

vs single-stack

Ops

1 plane

to monitor

§ 08 · Defensibility

65+ claims across a coherent portfolio.

Patent 025granted

Bubble-scoped query filtering

Patent 077pending

Cortex Crystal portable cognition

Patent 079pending

Four-Gate Privilege governance

Patent 080pending

Bush Telegraph cryptographic binding

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SOC 2 Type II GDPR HIPAA-ready FERPA