We build the AI software your mission needs, and the governance plane it runs on. Any agent you already use, in any harness you want, anywhere a server can exist.
Command, control and agentic software, and private AI models, with a governance plane that trusts no agent by default.
Zero trust for the AI itself. Every agent action is checked where it happens and recorded outside the agent.
AI software built to order for enterprise and government, from custom agents to command, control and communications software.
Models built on your own hardware from your own data, air-gapped, with weights you own.
The platform installs in air-gapped or connected environments and the customer keeps full data sovereignty, so the record never reaches the company. The record is written to storage the customer chose, under keys the customer holds. The buyer makes two trust decisions, which artificial intelligence provider and which storage provider, and the plane is neither. A private model we build for you runs on your hardware, with weights you own.
Every entry is hash-chained to the one before it. The sample record below is built the same way. Change any entry and watch what the chain does.
The governance plane supervises AI agents while they work. You decide what each agent is allowed to touch. Any agent you already use, in any harness you want, anywhere a server can exist. Bring your own AI, your own storage, your own systems. The plane is the plumbing and the logbook, and what flows through them is yours. Built for government and enterprise.
Moonwalker builds AI software for any mission, from command, control and communications software and agentic software to private AI models and digital twins, and the governance plane they can run on. The plane applies zero trust to the AI itself. Every agent action is checked against policy where it happens, at the file, the command, the browser and the API. An action beyond granted authority is denied. Sensitive actions wait for a human. Every action is recorded outside the agent in a tamper-evident record. It installs air-gapped or connected, on Windows and Linux, and the customer keeps full data sovereignty, with your AI provider, your storage and your keys.
Bring the agent, the harness and the model you already use, or have us build them. The plane attaches no model of its own.
Every action is tied to the person or system that asked for it and the agent that carried it out.
Authority is checked at the point of action. Risky steps meet a warning, an approval or a hard stop. Changes are backed up before they happen.
Every action lands in a tamper-evident record on your storage, under your keys. That record makes agent work reviewable, defensible and insurable.
Two records from a Moonwalker session. One action the policy allowed, one it refused. The allowed record is real. The refused one is shown against a sample path. Both were written the same way.
Allowed or refused, read or write, every call is recorded the same way. Whether a step outside its permissions is refused, flagged, or only logged is a setting you control.
A desktop, a phone, a laptop, inside your app, in your cloud, on a disconnected network, in a robot. Anywhere a server can exist. No kernel module. No rewrite of the agent. It sits between the agent and the machine.
Your agents connect to Moonwalker and get files, shell, browser, desktop, scheduled jobs, and worker agents through it. Bring your own model, or one we build for you. The plane attaches none of its own.
Write-once storage you picked. Opening it takes a person you designated, and the opening is itself recorded. We see none of it.
Governance that stops at the model boundary governs nothing. Moonwalker sits where autonomous work becomes real: local machines, project vaults, browser sessions, worker agents, scheduled jobs, and the evidence they leave behind.
Read and write access, shell execution, code workers, and browser sessions, each bound to an explicit scope, a backup posture, and policy the customer owns. Governed database access runs on the same contract, scope and evidence over the query, with the data never leaving your systems.
Long-running autonomous work becomes reviewable: a task packet, a bounded dispatch, a required artifact, run history, review, and a closeout that says what actually happened.
Routine actions flow without ceremony. Consequential, credential-bearing, outward-facing, or hard-to-reverse actions meet warning, attestation, approval, or a hard stop.
Because instructions, task context, and available evidence all cross the control plane, the record preserves what the agent was told and what it knew at the moment it acted, context that otherwise vanishes the instant the action completes.
The plane is the foundation. Each product on it uses the same authority checks and writes to the same record, under plain names.
A governed browser kept on your machine. Several agents can drive it at once, each identifiable in the record, and one latch stops every agent's work at once.
Every call written outside the agent, hash-chained, on your storage under your keys, and rebuilt afterward in order, by agent and by authority.
Bring your own agent or use ours. Every call it makes goes through the plane, so approvals, takeover, policy and the record come with it.
Stop an agent, seize its work and roll back its changes, from a phone if need be. Changes are backed up before they happen.
Memory with retention, purge, key control and legal hold, so an agent remembers what you allow and forgets what it must.
Agents use credentials by reference, without ever holding them, and every use is attributed in the record.
Every agent's work, its authority and its record in one view, with voice control under the same authority.
A governed web crawl that captures every page it visits into the record, so what an agent read becomes evidence.
A per-action risk read taken before the action runs, kept in the record, and ready to share with an underwriter. Insurability →
We build for the mission in the buyer's words. Each build can run on the governance plane, with the same authority checks and the same record a reviewer can open later.
Sensor and commercial data turned into checkable assessments of objects and events in orbit. Every output carries its likelihood, confidence, evidence and marking.
Built to order · sensor and commercial data in · assessed events outAn acquisition decision run as a governed program that stays current. Agents draft, code computes, and a person signs.
Built to order · agents draft · code computes · a person signsTechnical manuals and legacy documents read in place, with every passage and every generated model element traceable to its source.
Built to order · documents read in place · every passage tracedEvidence-based debrief that keeps uncertainty attached. Recommendations stay proposed until a person approves them.
Built to order · evidence in · proposals held for a personGoverned offensive-security and research tooling, built to order. It runs through the control plane like any other agent, with a sealed record of everything it did.
Built to order · runs through the control plane · sealed recordAgents on real systems under your own rules, with a record your auditors, regulators and insurers can read on your terms.
Built to order · your rules · a record on your termsWe build the AI software your mission needs, from the agent harness to the command line to the cloud it runs in. We design around the governance plane because it works. Every build can run on it. Not every build has to.
Agent and evaluation harnesses with fixed inputs and pinned configurations, memory for agents, and deployment with train-the-trainer support. Model Context Protocol connectors are built and priced per connector.
Models trained from scratch on your data, air-gapped, with weights you hold. Bounded helpers. Digital twins built to order.
Your models can work under the governance plane like any other agent, so what they do is checked and recorded on your side.
We build on AWS, Google Cloud, Microsoft Azure and NVIDIA platforms, and we deploy to the environment your mission already runs in, from a commercial cloud region to an air-gapped enclave.
We build with Amazon Bedrock, Amazon Bedrock AgentCore, Strands Agents and Amazon SageMaker AI.
Agentic solutions built on AWS, delivered to your own account in commercial regions or AWS GovCloud (US).
We build with Gemini Enterprise Agent Platform (formerly Vertex AI), the Agent Development Kit (ADK) and Gemini models.
Agents delivered to your own Google Cloud project, with Assured Workloads, or to Google Distributed Cloud air-gapped.
We build with Microsoft Foundry, Foundry Agent Service, Azure OpenAI in Foundry Models and Microsoft Agent Framework.
Agents delivered to your own Microsoft Azure or Azure Government subscription.
We build with NVIDIA NIM, NVIDIA NeMo, NVIDIA NeMo Guardrails, NVIDIA Nemotron and NVIDIA CUDA.
Private models trained on NVIDIA DGX systems and served on premises or at the edge on NVIDIA Jetson, with NVIDIA AI Enterprise.
Air-gapped enclaves, Windows and Linux servers and workstations, and systems at the edge.
The governance plane installs inside your boundary, on machines you control, and so can anything we build.
Works with Claude from Anthropic, OpenAI models, Gemini models, open-weight models and private models we build for you.
The plane attaches no model of its own. You pay your model provider directly.
Product names are trademarks of their respective owners.
Moonwalker builds AI-driven software today. Our research asks what that software will need next. These are the questions we are working on, and we want to work on them with others.
The model is not the mind. It is an engine that steps into a continuing system, does its work there, and leaves. We study what that system has to keep, change and let go of so that one model, or the next, can inhabit the same continuing mind, and so that what the system lives through actually changes it.
More and more AI work is checked by another AI model. We study how far that check can be trusted. That means how steady a judge's verdicts are when nothing about the question has changed, whether its behavior drifts over time, and which mistakes a judge catches, misses or imagines.
Long-running agents compact their own working context to keep going, and the summary they write becomes their memory. We study what an agent keeps, loses and wrongly trusts across that seam.
Work with us. We welcome researchers, laboratories and program offices who want to take on any of these questions with us. Write to contact@moonwalkercorp.com.
Normal work executing through the control plane, with the audit record populating in real time.
An action outside its permissions denied at the boundary, with the denial recorded and risk scored.
Offensive security and research tooling run through the control plane like any other agent, with a sealed record of everything it did, proven live against the company's own boundary from a separate attack system.
Plenty of tools now stop an agent before it acts. Enforcement is table stakes. Custody is not.
Where does the evidence live?
On your infrastructure. Never on ours. There is no Moonwalker cloud for it to reach.
Who holds the key?
You. The record sits on storage you chose. We run no cloud of our own and hold no customer data, so there is nothing on our side to hand over, sell, or be compelled to produce.
Does it survive an agent that lies, on a machine you do not trust?
Yes. Policy is checked at the surface where the action executes, not at a gateway the agent can route around.
Is the vendor's own model attached?
No. The plane attaches no model of its own, so it never grades the mind it governs. A private model we build for you is yours, weights included.
Tamper-evident by design. Hash-chained entries, signed checkpoints, and anchors to a witness outside the machine, so no gap is ever quiet.
SHA-384 chain digests and AES-256-GCM at rest, both on the CNSA 2.0 list, with no MD5, BLAKE, or legacy ciphers anywhere in the sealed path. Signatures are ECDSA P-384, and the signature lane is swappable, so the CNSA 2.0 signature algorithms are a module change rather than a format migration. Where FIPS 140-3 is required, the signing seam points at a validated module the host already carries.
Regulated enterprises, government, and high-assurance operators. For the agents they run, the question we sell against is simple.
When one of your agents does something you did not intend, what do you have, and who else can read it, alter it, or be compelled to produce it?
Every serious regime now asks the same thing of an AI agent. Log what it did, keep the log, let a human step in, and be able to show it afterward. None of them say who should hold that record. We say you do.
Automatic event logging, layered human oversight, and a retention floor for high-risk systems. The record stays on your infrastructure, so the governance layer adds no cross-border transfer of its own.
Continuous monitoring of high-impact AI for federal agencies, and logging and traceability named as core controls in every voluntary framework.
Unique agent identities, a log of every agent action, human override, and a person's right to demand human re-processing of an automated decision. None of it is enforceable without a record of what was automated.
If you are getting ready for where AI governance is going, let's have a conversation. We built for the whole world's rules before most of them were enforced. This is where everything is headed, and we've got your back.
Start the conversationMoonwalker Inc. is an SBA-certified Service-Disabled Veteran-Owned Small Business. Moonwalker meets 10 U.S.C. 4022(d) as a nontraditional defense contractor, with no cost share.
Supported 90-day evaluation under micro-purchase. One real workflow, one group, one environment, on your hardware, with your storage and your keys.
Commercial term license, no metering, no SaaS dependency. Software bill of materials, hardening guide and control responsibility matrix ship with the license.
Discovery, requirements and AI systems architecture, with or without the build. Systems engineering and technical assistance (SETA).
Command, control and communications (C3) software, custom agentic solutions, governed offensive-security and research tooling, and digital twins, built to order.
Moonwalker Inc. is a Mississippi corporation wholly owned by a United States citizen. Moonwalker does not use and does not provide covered telecommunications equipment or services, and its active SAM registration carries the Section 889 representation under FAR 52.204-26.
Custom AI software, agent harnesses, command-line tools, agentic solutions built on AWS, Google Cloud and Microsoft Azure, private AI models, and the governance plane they can run on. Describe the mission and we will scope the build with you.
