SymbioClaw™agentic, stack-agnostic Micro-Factory Operating System (MFOS)SYMBIOCLAW™ · AGENTIC, STACK-AGNOSTIC MICRO-FACTORY OPERATING SYSTEM (MFOS)
KhaiClaw makes additive manufacturing evidence portable, signed, and verifier-ready across defense supplier networks.
A single prime can print a part. A supplier network cannot prove it. Build records sit in MES, PLM, QMS, and ERP systems that do not reconcile, do not sign, and do not survive a stack change, supplier transition, air-gapped review, or CDRL handoff. SymbioClaw™ gives the defense industrial base a portable, signed Build Dossier layer that travels with the part.
MFOS, a SymbioClaw™ platform product.
2 components · 1 protocol · 1 portable artifact
A part is not a proof.
The proof is a Build Dossier - signed, hash-linked, verifier-ready, portable across stacks.
PROBLEM 01
When DoW needs to surge an additive part across multiple suppliers, every supplier's evidence ends up in a different MES, PLM, QMS, ERP, or hand-built spreadsheet. The prime spends weeks reconciling. The program office takes months to qualify. The asset is late to the fleet.
Today: weeks of reconciliation per part. Months to qualify across vendors.
PROBLEM 02
Build records bound to one stack do not move. They do not survive a supplier transition, a stack migration, air-gapped review at a depot or shipyard, or CDRL handoff to a program office. The evidence is trapped in the tool that captured it.
Today: every stack change is an evidence-loss event.
> SymbioClaw™ is the layer that makes evidence portable.
BASIS OF NEED
Each gap maps to a SymbioClaw™ surface. Cards auto-expand one at a time on scroll and stay independently expandable when clicked.
Today an asset's build evidence is locked inside the MES, PLM, QMS, or ERP that captured it. SymbioClaw™ produces a signed, hash-linked Build Dossier as the headline artifact: canonical JSON, ECDSA-P256 signatures, Merkle root, and offline-verifier-checkable evidence.
MFOS SURFACE → Portable Build Dossier
A surge program may need a prime, qualified supplier, depot, and expeditionary printer to contribute to the same evidence chain without sharing one stack or one network. SymbioClaw™ defines local-first, signed-at-source, reconciled-after connectivity doctrine.
MFOS SURFACE → FieldLink connectivity doctrine
NanoClaw sits next to the additive machine. Execution-only scope. No release authority. Every action emits a signed Ed25519 receipt that becomes part of the dossier hash chain. The reviewer verifies the math, not the network.
MFOS SURFACE → NanoClaw Embodied QA Witness
When a supplier substitutes a powder lot, revises a parameter set, or recalibrates a machine, the change must be traceable, approved, and bound to the affected dossiers. SymbioClaw™ runs the Management of Change engine with rollback plans and signed approvals.
MFOS SURFACE → MOC and Change Control
Primes run different governance stacks. SymbioClaw™ exports the same signed dossier into the profile the consumer needs: Foundry-ready, AIP-ready, ShipOS-ready, Warp Speed-ready, or generic CDRL-aligned package. Evidence is re-projected, not recollected.
MFOS SURFACE → Prime-Agent Evidence Patch
SymbioClaw™'s Security Evidence Closure assembles CycloneDX SBOM, AIBOM, SLSA provenance, dual-FIDO2 receipts, DDIL proof, red-team artifacts, DFARS clause map, EAR/ITAR triage, MITRE ATLAS, ATT&CK for ICS, and NIST 800-218A evidence. Built to support SPRS, NIST 800-171, DFARS 252.204-7012, and CMMC L2 assessment — a statement of posture, not a claim of certification against those frameworks.
MFOS SURFACE → Security Evidence Closure (MOC-0003)
> Six gaps. One protocol. One portable dossier.
ARCHITECTURE
shared foundation library: khaiclaw-protocol (schemas · signing · identity · receipts)
MFOS gives Foundry, AIP, ShipOS, Warp Speed, primes, and suppliers a portable signed Build Dossier layer for distributed manufacturing evidence, additive production provenance, QA receipts, MOC history, and acceptance artifacts that survive stack changes, supplier transitions, air-gapped review, and CDRL handoff.
THE CLAW MEMORY SPINE
SymbioClaw™ treats memory as a governed boundary, not a convenience. Agent memory that could reconstruct customer data, facility telemetry, process traces, or CUI stays local to the site that produced it: encrypted at rest, per-tenant, governed-egress-only.
CLASS 01 · EDGE-BOUND
Any MFOS memory that references or could reconstruct customer data lives at the site where the data originated. Encrypted at rest with keys KhaiClaw does not hold. Per-tenant isolation. Only approved, sanitized extracts leave through governed egress.
per-tenant · encrypted · governed egress only
CLASS 02 · REFERENCE
The bounded edge agent carries no memory subsystem, no runtime binding, and no customer-data access. It executes a signed envelope and emits signed receipts. Nothing accumulates.
no memory · no bindings · no write access
CLASS 03 · SUBSTRATE
The edge substrate is local-first: one governed store per tenant/site, with agents coordinating through structured, signed message-passing rather than shared state. The dossier, not the database, is what travels.
local-first · signed message-passing · no shared pool
Public boundary: this page describes memory doctrine, not implementation. Substrate internals, key custody, schemas, and adapter source stay in controlled-access repositories.
SOFTWARE IN ACTION
The Dashboard is the inspection surface for the working MFOS loop, not the governed evidence authority. It shows synthetic part KC-DEMO-001 moving from controlled intent to signed receipt chain, verifier result, tamper test, and Build Dossier export.
01 · INGEST
The demo starts with governed work instructions and an evidence plan that MFOS can dispatch without giving an agent release authority.
02 · DISPATCH
Scope, interlocks, authority limits, and required evidence travel together as a signed task envelope.
03 · WITNESS
The edge witness records action receipts, hashes them into sequence, and keeps execution separated from approval.
04 · VERIFY
The Dashboard exposes verifier status and a deliberate tamper failure so evaluators can see the math break when evidence mutates.
05 · EXPORT
The export profile packages the evidence into a portable dossier for a prime, program office, offline reviewer, or future stack.
HEADLINE CAPABILITY
The Dossier-to-Agent Converter turns conventional manufacturing knowledge into governed KMAPs that MFOS dispatches and NanoClaw executes. Knowledge in. Receipts out. Dossier exported.
STEP 01 - INGEST
Source documents are ingested, hashed, and converted into a KMAP, task graph, skill map, and evidence plan. Blocking gaps stay visible until human approval or override.
Source hashed. KMAP drafted.
STEP 02 - DISPATCH
MFOS issues a bounded envelope to a skill or device. Scope, evidence requirements, autonomy level, interlocks, and authority limits are part of the envelope.
Envelope signed. Dispatched.
STEP 03 - VERIFY
NanoClaw and supervised devices emit signed Ed25519 receipts. Each receipt is bound to the previous through canonical JSON hashing. The dossier verifies offline.
Receipt chain verified.
> Agents propose. Humans release.
WHO WE SERVE
DEFENSE PRIMES
Foundry, AIP, ShipOS, and Warp Speed primes need an evidence layer that survives stack changes and supplier transitions.
Foundry · AIP · ShipOS · Warp Speed
SUPPLIERS AND DEPOTS
Qualified suppliers, awardees, shipyards, and depot AM cells need to produce evidence the prime and program office can accept.
Navy AM COE · DLA JAMA · AFWERX · Depot AM cells
VERIFIER INTEGRATORS
Independent reviewers, ATO assessors, program evaluators, and offline verifier integrations consume the dossier without operating MFOS.
khaiclaw-protocol · offline verifier · reviewer tooling
POSTURE & PROOF
Every line below is a working claim in the demonstration environment, exportable as a dossier artifact, and described in SymbioClaw™ technical documentation. Designed to support assessment frameworks, not certified against them unless explicitly noted.
Each claim is runnable. Request a briefing to run it.
KhaiClaw LLC is a U.S.-owned, U.S.-operated company with no foreign ownership, control, or influence. SymbioClaw™ is FCL-eligible; a current SF-328 is available to qualified reviewers on request. Compliance items are stated as posture, not certification - assessment-supporting unless explicitly noted.
SI-RaaS is the subject of U.S. Provisional Patent Application No. 64/042,646 (filed 2026-04-17; patent pending), covering a memory-spine architecture for embodied AI: persistent context that travels with the agent across robots, edge devices, and micro-factory nodes, with cross-embodiment continuity and reviewable behavioral data products. A foreign filing license was granted 2026-06-16, preserving the global filing path subject to export-control review.
Walk through MFOS v0.3 against the synthetic part KC-DEMO-001. Eleven dashboard modules. Real signing. Real verifier. Real tamper test. Notional data; intended for evaluation.
Open demo.khaiclaw.comDemo access is included in every technical briefing.
Founder
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Founder, KhaiClaw LLC
Eric Hammond is the founder of KhaiClaw LLC and the architect of SymbioClaw™, the agentic Micro-Factory Operating System (MFOS). He is a chemical and systems engineer with more than twenty years in engineering, procurement, and construction (EPC) and midstream energy — including engineering-management and senior-process-engineering roles on capital projects up to $120M, plus international field engineering.
That work was built on the same primitives SymbioClaw™ makes portable: signed evidence, audit trails, management-of-change history, and acceptance artifacts that have to survive handoffs and scrutiny. KhaiClaw is an engineer-to-systems-engineer pivot — turning EPC-scale evidence discipline into a governed, stack-neutral Build Dossier layer for the U.S. defense industrial base.
He holds an MSc in Sustainable Business Leadership (University of Leeds) and a BS in Chemical Engineering (Montana State University). KhaiClaw is a solo-founded, U.S.-owned and U.S.-operated company with no foreign ownership, control, or influence.
Connect on LinkedIn →Contact
SymbioClaw™ briefings are scoped to qualified defense and advanced-manufacturing reviewers. Reach the founder directly to schedule a technical walkthrough of the MFOS governance plane, NanoClaw edge agent, and the signed Build Dossier.
Email eric@khaiclaw.com