VERDICTLAYER
Oversight infrastructure for AI
Put a decision layerbetween AI and execution.
VerdictLayer builds the control surface that lets teams ship agentic systems without surrendering operational judgment. Agents can move quickly. High-stakes actions still need a verdict.
Decision outcomes
approve, escalate, block
Best first buyer
infra, ops, security
Go-to-market
free CE plus $99 cloud
HumanLatch
Approval control plane for AI agents
What it does
Intercept risky agent actions before they execute.
HumanLatch accepts a proposed action, evaluates policy and risk, routes it for auto-approval, review, or blocking, and writes the entire outcome to an audit trail.
Operator clarity
Decision traces explain why an action was allowed, escalated, or stopped.
Commercial fit
Strongest initial pull is from infra teams already worried about unchecked automation.
Example
`terraform apply` against production cluster
Verdict: `pending_approval` because of production scope and destructive potential.
The model is not the whole system.
Once AI can trigger real operations, the missing layer is not another benchmark or another wrapper. It is the decision boundary between intent and action.
01
Intent before execution
Agents propose what they want to do before they do it, so policy can evaluate the action at the right moment.
02
Policy with consequences
Rules should not be advisory. They should decide whether the action can run, needs a person, or must fail closed.
03
Fast human review
Only the actions that matter should reach operators, with enough context to make a defensible call quickly.
04
Audit you can defend
Every verdict, reviewer action, and downstream outcome becomes part of the record instead of disappearing into logs.
Start with the sharpest commercial wedge.
HumanLatch is first because it solves the most immediate buyer pain: preventing dangerous AI actions from executing without oversight.
HumanLatch
Available nowApproval control plane for AI agents
One proposal API
Wrap high-stakes actions once instead of inventing approval logic inside every workflow.
Decision trace
Show the exact policy match, risk factors, and audit timeline when a buyer asks why a verdict happened.
Hosted or self-hosted
Adopt CE in buyer-controlled environments or move to cloud when speed matters more than owning the stack.
Best first buyers
Infra, ops, and security teams where one bad autonomous action creates immediate pain.
Signals
NextBehavioral anomaly and drift signals across fleets of agents, tools, and operators.
Policies
RoadmapA broader enforcement layer spanning multiple products, domains, and execution surfaces.
Audit
RoadmapForensic timelines and export surfaces for teams that need compliance-grade visibility.
Where oversight becomes a budget line.
Infrastructure agents
Terraform applies, IAM changes, credential operations, and deploy-time actions.
Operational automation
Refund thresholds, account changes, and workflows with customer or financial impact.
Internal copilots
Assistants with tooling access that can trigger real changes instead of just generating text.
Physical systems
Robotics and manufacturing flows where a checkpoint is mandatory, not optional.
Free to adopt. Obvious path to paid.
Community
Free
Self-hosted forever
The full HumanLatch core in your own environment. MIT licensed and buyer-controlled.
- Approval control plane
- Policy engine
- Audit trail
- Single workspace
- Docker deployment
Cloud
$99
per month
Managed hosting for teams that want operational oversight without running the control plane themselves.
- Up to 10 team members
- 10,000 monthly actions
- 90-day retention
- Email notifications
- Outbound webhooks
Enterprise
$499
per month
For larger teams that need deeper governance, longer retention, and rollout support.
- Unlimited team members
- 1M monthly actions
- 365-day retention
- Slack approvals
- Advanced audit exports
Give AI systems room to operate.Keep the final say where it belongs.
If your agents can deploy, refund, approve, modify, or override, the oversight layer is part of the product, not an optional add-on.
Talk to VerdictLayer
Enterprise pricing, buyer questions, partnerships, or rollout support.