AGENTLOCKBOX — CONFIDENTIAL, VERIFIABLE AGENT INFRASTRUCTURE
AgentLockbox turns existing agents into confidential, verifiable enterprise services. AgentLockbox runs agents inside a sealed, hardware-enforced environment that no one can see into. The agent’s implementation stays hidden. The data it processes stays hidden. Nobody can see inside the box - including cloud providers, and including us.
WHO IT IS FOR
AGENT VENDORS
Turn the agent you already ship into an enterprise service without exposing its implementation. The client receives approved results and signed proof—not your prompts, weights, routing, or tools.
SIGNED AGENT→SEALED RUN→SERVICE + PROOF
ENTERPRISE CLIENTS
Run a verified agent on sensitive records without exposing plaintext to the vendor, cloud provider, or us. Only policy-approved results leave the box.
PRIVATE DATA→VERIFIED RUN→APPROVED RESULT
AGENT ↔ AGENT
AgentLockbox verifies both agents, enforces the approved policy, and returns the result with cryptographic proof. Neither agent inherits the other’s trust, credentials, or permissions.
REQUEST→IDENTITY + POLICY→RESULT + PROOF
WHY AGENTLOCKBOX IS DIFFERENT
| COMPARE | Sandbox / container | VPC / on-prem | Agent |
|---|---|---|---|
| PRIMARY CONTROL | Process isolation | Controlled location | Protected run |
| CUSTOMER DATA HIDDEN | Not by itself | ✓ Yes | ✓ Yes |
| AGENT IP HIDDEN | Not by itself | Not by itself | ✓ Yes |
| SIGNED PROOF | Not by itself | Not by itself | ✓ Every run |
THE SYSTEM BEHIND THE BOX
AgentLockbox verifies what runs, protects the data and credentials it receives, controls tools and outbound connections, and produces signed proof for every run.
No rewrite, no SDK, no per-client fork. Agent vendors ship their existing signed container; AgentLockbox adds the enterprise trust path around it.
Confirms the workload and policy before the enterprise client sends a prompt, file, or production secret.
Runs enterprise client data and agent vendor IP inside a measured, hardware-protected environment.
Releases short-lived credentials only to the attested workload and expires them after the run.
Allows only policy-permitted models, tools, APIs, destinations, and output paths.
Signs workload, policy, key path, allowed calls, lifecycle, and transaction identity without retaining content.
Reuses verified runtime state, streams permitted output, and moves evidence work off the response-critical path.
PERFORMANCE ENGINEERING
We designed Agentlockbox to provide security with minimal overhead. Enjoy the benefits of cloud deployments - without the privacy violation.
RESEARCH TRANSLATED INTO PRODUCT
For more than a decade, AgentLockbox researchers have studied protected systems across hidden data-leak paths, additional I/O protection, memory isolation, metadata risk, multi-GPU execution, and performance overhead.
Minimize exposed interfaces and ordinary plaintext debugging paths instead of assuming hardware encryption solves every leak.
Default-deny egress, explicit endpoint policy, short-lived secrets, and careful treatment of buffers that cross the protected boundary.
Design across CPU confidential VMs, confidential GPUs, remote model endpoints, startup cost, encrypted I/O, and multi-accelerator systems.
Private memory access for protected systems · Confidential multi-GPU machine learning · Hidden data-leak paths · Additional I/O protection · Secure hardware isolation pitfalls
WHERE THE BOX MATTERS MOST
Calls, transcripts, identity data, payments, account actions, and regulated user records.
Private repositories, Git tokens, CI credentials, proprietary architecture, and code review context.
KYC, credit, fraud, transactions, decision rules, and audit-sensitive outputs.
Invoices, purchase orders, portal credentials, enterprise systems, and write-capable workflows.
Patient records, clinical notes, care workflows, regulated data, and sensitive recommendations.
Contracts, case files, privileged documents, policy review, and compliance-sensitive actions.
Security telemetry, production credentials, response playbooks, and remediation actions.
Private datasets, warehouse credentials, business metrics, forecasts, and governed exports.
START WITH ONE REAL WORKFLOW
We will map the enterprise security requirement, identify the sensitive path, set the performance target, and define the evidence its security team can verify.
