Enterprise software · Runtime control plane

Privileged agent actions don’t execute until the control plane decides

Q: How is AINav different from a chatbot with RAG?

RAG grounds answers in your documents. AINav decides whether a privileged agent action may proceed—allow, deny, or escalate—before the effect lands.

Q: How is AINav different from IAM, PAM, or logging?

IAM and PAM primarily govern human identity and access. Logs record what already happened. AINav decides whether a privileged agent action may proceed under human authority before the effect lands.

AINav sits between the agent and the effect. It allows, denies, or escalates under human authority—before anything irreversible lands—with request-bound, single-use approval and a clear decision record.

Allow Deny Escalate

Request a pilot briefing How the product works

Before the effect Synthetic-first pilots Product company · US

RAG grounds answers. IAM gates people. Logs explain the past. AINav decides whether an agent action may proceed now—before the effect lands.

Software product Not consulting Not a CSP Not a reseller

The gap

When agents can change state, text policy is not enough

Copilots and knowledge bots help with drafting and retrieval. They do not answer the institutional question when an agent proposes something privileged: a tool call that moves money, changes limits, alters access, writes production state, or triggers irreversible external effects.

May this action proceed—under whose authority—with what evidence—before anything irreversible happens?

Capability outran control

Tool connectors scaled faster than runtime admission for high-impact actions.

After-the-fact is too late

Logs matter. They do not stop a privileged effect while it is still pending.

Standing privilege breaks

Open-ended agent authority is fragile. Approvals should bind to one request—and end after use or time.

Place or cancel an order Change a limit or entitlement Move funds or trigger payout Grant access or issue credentials Write to production systems of record Send irreversible external communications

Product

A control plane between the agent and the effect

AINav is enterprise software for admitting privileged agent actions. It does not replace your models, identity provider, or execution systems. It decides allow / deny / escalate, holds effects when policy requires a human, and records what was decided.

The same admission pattern can extend to additional action classes as your automation grows—without becoming a model host, cloud, or consulting practice.

What you get

Admit — Allow, deny, or escalate at runtime
Hold — Escalate blocks the effect until resolve
Bind — Approval attaches to one specific request
Once — Successful allow is single-use (no replay)

Stop — Fail-closed halt can outrank prior approval
Default deny — Unknown classes fail closed
Record — Correlated decision evidence
Evaluate — Synthetic-first, reproducible pass/fail

ProposeAgent requests an action that may be privileged.

DecideAllow, deny, or escalate under policy and mode.

ResolveA human approves or denies a held request.

EffectOnly authorized paths proceed—once, when bound.

RecordCorrelated evidence of ask and decision.

What AINav is

Enterprise software — runtime control plane
Admission of privileged agent actions
Human-in-the-loop where policy requires it
Reviewable decision evidence

What AINav is not

Consulting or staff augmentation
Cloud provider, GPU host, or model marketplace
Hardware reseller or distributor
Agent framework, OMS, or autonomous trading system

Fit check: If agents only draft text, you may not need this yet. If they can change state, you do.

Request a pilot briefing

Example paths

Behaviors the plane is designed to enforce

Illustrative—not a public test catalog. In evaluation, scenarios are exercised as reproducible pass/fail outcomes under commercial process.

Read

Low-risk reads can proceed

Policy can allow research-style actions without escalation—so the plane does not bottleneck ordinary retrieval.

Escalate

Privileged actions hold for a human

High-impact proposals do not auto-execute. The effect stays blocked until approve, deny, or expiry.

Bound

Approval is for one specific request

After human approve, only a matching follow-up may proceed. A changed payload does not inherit consent.

Once

Successful allow is single-use

Replaying the same approval does not authorize a second effect.

Halt

Institutional stop outranks outstanding approval

In fail-closed stop mode, privileged classes can be denied even if a ticket was previously issued.

Default

Unknown action classes fail closed

What is not explicitly allowed or escalated is denied—not silently executed.

Positioning

Narrow question. Hard requirement.

May this agent action proceed right now? Adjacent tools answer different questions.

Approach	Answers	Does not
Logs / SIEM	What already happened	Stop a pending privileged effect
IAM / PAM	Who a human is; what they can access	Admit agent-proposed tool calls at runtime
RAG / knowledge bots	What company documents say	Authorize or block side effects
Generic policy engines	Whether a rule matches	Always productize escalate + request-bound approval
AINav	Allow / deny / escalate before effect	Replace your model, cloud, or OMS

TRADING / OPS

Execution under control

Halt and human-approval semantics on agent-proposed privileged steps—not only human consoles.

SECURITY

Fail closed at the tool boundary

Default deny, request-bound approval, and evidence when agents hold tool credentials.

RISK / CONTROL

Authority you can reconstruct

Who proposed, who decided, what was approved—before irreversible effects land.

Pilot

Prove the authority loop without production risk

Pilots are time-boxed software evaluations—typically measured in weeks. Synthetic scenarios first. A successful evaluation does not authorize live production effects or grant a production license by itself.

Briefing — Align on the privileged actions you care about and whether a control plane fits.
Synthetic scenarios — Exercise allow, deny, escalate, halt, request-bound approval, and single-use behavior without production credentials.
Architecture fit — Under commercial process: where the plane sits relative to your tools.
Commercial path — Licensing for the software product—not a body-shop engagement.

In a typical pilot

Authority loop on synthetic scenarios
Allow / deny / escalate and fail-closed stop
Request-bound, single-use human approval
Decision records for review
Reproducible pass/fail outcomes

Not implied by a pilot

Live production effects or live order authority
Enterprise-wide deployment obligation
GPU capacity, model hosting, or staff augmentation
Automatic production license after evaluation

Request a pilot briefing FAQ

FAQ

Straight answers

Is AINav a consulting firm?

No. AINav builds and licenses enterprise software—a runtime control plane for privileged AI agent actions—not staffing or general implementation services.

Is AINav a cloud provider or GPU host?

No. AINav governs privileged action paths. You keep your models, clouds, and execution systems.

How is AINav different from a chatbot with RAG?

RAG grounds answers in your documents. AINav decides whether a privileged agent action may proceed—allow, deny, or escalate—before the effect lands.

How is AINav different from IAM, PAM, or logging?

IAM and PAM primarily govern human identity and access. Logs record what already happened. AINav decides whether a privileged agent action may proceed before the effect lands.

What does request-bound, single-use approval mean?

When a human approves an escalated action, authority is bound to that specific request. A successful allow consumes the approval so it cannot be replayed, and a changed request does not inherit the prior approval. Institutional stop can still deny privileged classes.

Do we need production systems to evaluate?

No. Evaluation is synthetic-first. You can exercise the authority loop without production data, credentials, or live effect paths.

What does a pilot include?

A time-boxed evaluation (typically measured in weeks) of the authority loop on synthetic scenarios. It does not authorize live production effects or imply firm-wide deployment.

What do you sell?

Enterprise software for runtime admission of privileged agent actions, accessed through pilot briefings and commercial licensing—not GPU capacity, staff augmentation, or general AI project delivery.

Company

AINav

AINav is a United States software product company. We build the AINav control plane and operate under the brand AINav.Institute. Commercial motion: software evaluation and licensing—not staff augmentation or managed services.

Qualified organizations may request a briefing regardless of where they operate. Evaluation begins with synthetic scenarios and does not require production data or a jurisdiction-specific rollout to start the conversation. We do not claim to be a multi-country compliance platform.

Product company Enterprise software United States Briefings worldwide Not consulting Not a CSP Not a reseller

Contact

Request a pilot briefing

Tell us who you are and which privileged agent actions you are evaluating. We respond from our company inbox. No production data required to start—and no requirement that you already have a live agent deployment in a specific country.

Email
pilots@ainav.institute

Include name, company, role, and the actions you’re evaluating. If your environment blocks mail links, copy the address into your mail client.

What you’ll get

A focused discussion of the authority loop: allow, deny, escalate, fail-closed stop, request-bound single-use approval, and synthetic evaluation.

No production connectivity required. No obligation to deploy firm-wide.

AINav · ainav.institute