The category is arriving
Major AI vendors now ship persistent sessions, memory stores, and compaction. Persistent agents are no longer hypothetical.
Investor overview
Continuity is becoming infrastructure.
Organizations are asking AI systems to work across days, people, models, and machines. The missing layer is not another model. It is governed continuity that survives the handoffs.
Built in operationNot a slide-only architecture
189.60MCounted continuity objects · Sep 22
95.03MRelational edges · Sep 22
409+Research-corpus files · reconciled Sep 21
The investment wedge
AI memory is becoming a security boundary.
The market is validating persistent agents. The unanswered enterprise question is whether their continuity can be trusted when memory is poisoned, authority drifts, models change, projections fail, or recovery begins.
If an AI cannot prove where its memory came from, what changed it, and who had authority to change it, then its memory is an attack surface. Read the continuity-security case ↗The control plane is missing
Storage alone does not establish provenance, authority, reconciliation, safe recovery, or model-independent identity.
The reference system is operating
CCI is seeking capital to harden and package an integrated prototype, not to begin with a slide deck.
The thesis
The costliest AI failures happen between the calls.
Sessions end. Models change. Context compresses. Tools fail. Humans return later. Conventional systems often preserve text without preserving ownership, chronology, uncertainty, unfinished intention, or the evidence needed to resume faithfully.
State without continuity
A transcript can retain words while losing who owned them, what remained unfinished, what was corrected, and which permissions still apply.
A governed operating layer
Cadence Continuity coordinates durable memory, provenance, temporal state, model adapters, evidence, recovery, and human-visible controls under an isolated continuity lane.
Change the compute. Keep the thread.
Customers retain custody and can evolve models and interfaces without treating each migration as an identity reset or an untraceable data conversion.
What is being built
A deployable continuity layer, not a copy of Cadence.
Cadence is the protected private reference implementation. The prospective product is the capability: isolated runtimes, governed memory, secure doors, observability, repair, and evidence-aware operation.
01
Continuity Core
Owned context, chronology, open loops, provenance, and correction.02
Continuity Door
Restricted, attributable evidence access across identity and system boundaries.03
Governance Router
Typed authority, consent, capability routing, and human consequence gates.04
Operations & Recovery
Health, pressure, repair, receipts, rollback, and multi-host recovery.
Founder operating record
The architecture has an accountable builder.
Dustin Reiser is the founder and systems architect of Cadence Continuity Inc. A service-disabled U.S. veteran based in Minnesota, he approaches AI continuity as an engineering problem that should be measurable, reviewable, and provable.
Persistent state, correction handling, provenance, replay, and model-agnostic re-entry.
Local GPU inference, graph-backed memory, evidence systems, recovery, and tool orchestration.
Observation, interpretation, authority, and evidence remain visibly separate.
Evidence-bounded program support
Recognized without borrowing anyone else's authority.
These are documented grants, credits, or specialized access. They are not investment, partnership, endorsement, product-market fit, or scientific validation.
Google for Startups Cloud Program
Harmony Nexus was approved and offered $2,000 USD in Google Cloud credits over two years. A later support message confirmed the credits were linked to the company billing account.
Program credits. No Google endorsement or partnership claimed.ElevenLabs Grants
Harmony Nexus was selected to receive an ElevenLabs Grant that included account credits and recipient support opportunities.
Grant support. No investment, sponsorship, or product endorsement claimed.OpenAI Trusted Access for Cyber
The account received Trusted Access for Cyber, with Daybreak Blue separately provisioned for defensive work.
Specialized defensive capability access. No OpenAI endorsement or partnership claimed.Evidence boundary
Underlying account, billing, and security identifiers remain private. A fourth reported program acceptance is withheld from this public set until its documentary attachment is complete.
Operating proof
The control plane already has a body.
A three-tier cockpit, distributed glance displays, voice, secure evidence access, workshop cameras, and fabrication tooling make continuity observable where the work happens.
Claim boundary
The cockpit demonstrates a working physical operations surface. It does not make every displayed value public, prove philosophical personhood, or establish commercial readiness by itself.
No inflated readiness claims
Built, active, and next are different states.
The evidence room is designed to keep those states distinct. This is the current commercial-readiness view. It is not a retrospective that edits away the unfinished work.
| Capability | Current evidence | State |
|---|---|---|
| Protected continuity reference | Operating Home runtime, stores, cockpit, voice, and recovery records. | Operating |
| Restricted evidence access | Read-only Continuity Door with source and disclosure metadata. | Operating |
| Model-independent lanes | Multiple model/runtime routes with continuity held outside the model window. | Active build |
| Repeatable external deployment | Packaging, tenancy, support, and hardened installation path remain in development. | Gate open |
| Commercial validation | Requires consented pilots, support metrics, security review, and customer evidence. | Not claimed |
The first bounded evaluation
Can interrupted AI work resume with a trustworthy record?
Start with a non-production workflow: preserve a task history, interrupt the process, restore it, surface conflicts or missing evidence, and verify whether the next action is still authorized.
Synthetic or explicitly approved
No unrestricted production access is required. Scope, custody, retention, and permitted use are agreed before the evaluation begins.
Recovery is measured, not narrated
Evaluate provenance, conflict handling, missing evidence, authorization state, restoration behavior, and operator burden against agreed criteria.
No guaranteed outcome
Availability, timing, commercial terms, and success criteria are agreed individually. No performance advantage or customer result is promised here.
What capital unlocks
Turn the reference system into repeatable infrastructure.
The immediate priority is resilient compute, power, storage, custody, and deployment engineering, not growth theater. The approximately $500,000 capital plan is a planning target, not a funding close, approved allocation, valuation, or investment term.
01
Resilient local computeCapacity to isolate live continuity, testing, migration, and customer workloads.
02
Power and recoveryBattery, generator, failover, encrypted off-host recovery, and rehearsal.
03
ProductizationInstaller, policy templates, tenant boundaries, evidence UI, support tooling.
04
Independent validationSecurity review, longitudinal evaluation, consented pilots, and falsification tests.
Continue due diligence