Register every agent
One operating record per agent: owner, purpose, runtime, tools, risk, and status. No more shadow agents nobody tracked.
The shift already happening
AI agents stopped being demos. They became workers.
Put AI agents to work without losing control.
AI agents now call APIs, update real systems, use tools, and touch customer workflows. Zahara approves risky actions before they run, limits what each agent can touch, and keeps a verifiable record of every run.
Built anywhere. Governed in Zahara. Proven when it matters.
Free. No card. About 10 minutes to bring one agent under control.
Agent GPS approval path
support-refund-agent / live run
01
Agent requests refund
$1,200 Stripe action
Needs approval
02
Zahara checks policy
Refunds over $500 pause
Gate held
03
Thomas reviews context
Ticket, customer history, policy
Approved
04
Action runs
Scoped credential used
Logged
05
Audit chain verified
2544 hashed rows + 422 legacy
Proof linked
The new operating problem
Agents stopped being demos. They became workers.
They do not just answer questions anymore. They take action across tools, data, tickets, APIs, and customer workflows, often faster than anyone is watching.
That creates one new problem for every company running them: who controls the agent once it starts acting?
The problem is not that agents are weak. It is that they are strong enough to touch the things that matter.
The pain
Your AI agents are taking actions right now. Could you prove what they did?
Most teams cannot answer the questions that matter.
Missing answer
Which agents are running?
Missing answer
Who owns each one?
Missing answer
What systems can they reach?
Missing answer
Which actions need approval?
Missing answer
What did the agent actually do?
Missing answer
Could we prove it later?
Every one of these is the same missing piece: a layer between the agent and the systems it touches. That is what Zahara adds.
The Zahara answer
Zahara is the operating layer for production AI agents.
Five things, one system: inventory, rules, approvals, monitoring, and proof.
Set the rules before it acts
Define model routes, credentials, allowed tools, blocked actions, approval rules, and spend limits before trusted work begins.
Approve risky work
Route sensitive actions to the right human before an agent touches customers, money, production systems, or regulated data.
Watch every run
Traces, tool calls, model routes, cost, latency, failures, and outcomes for your whole fleet in one place.
Verify the record
Export the proof and check it yourself. Not just 'we logged it.' A record you can inspect.
Agnostic by design
Bring your stack. Zahara brings the control.
Use the models, tools, and runtimes you already trust. Zahara does not force your stack. It governs the agent operating contract: who owns it, what it can access, which actions need approval, and what proof is kept after each run.
Any model
OpenAI, Anthropic, Gemini, open-source LLMs, small language models, or your enterprise model gateway. Bring your own keys.
Any runtime
Run the agent in Zahara, your own app, Slack, Teams, a webhook, an API, or a user-owned environment.
Any connector
MCP servers, APIs, databases, SaaS tools, queues, files, and internal systems brought under governed access.
Same controls everywhere
Approvals, credentials, Inspect, Audit, and proof stay consistent even when the agent runs somewhere else.
01
Agent
02
Model
03
Tools
04
Gate
05
Ledger
06
Verifier
Every action passes through control before it becomes work.
Why this matters now
Governance is not the brake on AI. It is what separates the companies pulling ahead from the ones cleaning up.
74%
of AI value is captured by the 20% of companies that invest in the foundations to scale.
Source: PwC 2026 AI Performance Study
74%
of executives report AI ROI within the first year.
Source: Google Cloud ROI of AI
Higher value
comes when senior leaders actively shape AI governance instead of leaving it only to technical teams.
Source: Deloitte State of AI 2026
The winners are not the ones running the most agents. They are the ones who can trust the agents they run.
The control gap is already here
The agent control gap is already here.
65%
of organizations had an AI-agent security incident in the past 12 months.
Source: Cloud Security Alliance
82%
have unknown shadow AI agents running in their environment.
Source: Cloud Security Alliance
11%
can automatically block an AI agent that exceeds its permissions.
Source: Cloud Security Alliance
40%+
of agentic AI projects Gartner predicts will be canceled by 2027.
Source: Gartner
These are the gaps Zahara is built to close: inventory, ownership, approvals, access control, monitoring, and a record you can verify.
Do not trust us. Verify.
Every other governance tool asks you to trust its dashboard. Zahara lets you check the record yourself.
Our own engineer, Thomas, is an AI agent: built on Zahara, governed by Zahara, auditable in Zahara. When we say the loop works, we do not show a slide. We show the record, and you can verify it.
Live proof state
Chain verified
2544 hashed rows. 422 older rows pre-date chaining and are marked as legacy, not tampered.
Hash status
Verified
Retention
3 years
Pricing
Pay for governed capacity. Not every human who inspects the work.
Zahara plans include standalone agents, agent managers, and managed sub-agents. Bring your own model keys and runtime. Zahara pricing covers governance, approvals, audit, and proof - not your model tokens.
MonthlyAnnual - save 20%
Standalone agent
1 unit
A governed agent that acts directly.
Agent manager
2 units
A governed orchestrator that routes work and owns policy.
Managed sub-agent
0.25 unit
A specialist worker under a manager's governance.
Founding 20 - 50% off the first year
For the first 20 teams bringing real agents under control, Zahara offers 50% off Team or Business for the first year in exchange for product feedback, launch partnership, and case-study eligibility.
Capped by count, never by date. The counter shows a real number or no number.
Free
Test the full model
$0
Annual: $0
For seeing how Zahara governs real agent work before you pay.
- 2.5 governed capacity units
- Enough for 1 manager + 2 managed sub-agents, or 2 standalone agents
- Vibe Intake, Configure myself, basic approvals, audit, and proof verifier
- Limited governed actions and retention
Starter
Build your first governed fleet
$199/mo
Annual: $1,910/yr ($159/mo, save 20%)
For builders and small teams learning Zahara with real agent capacity.
- 5 governed capacity units
- Example: 5 standalone agents, or 1 manager + 12 managed sub-agents
- 10,000 governed actions/mo
- Credential vault, Inspect, Audit, proof verifier, and basic connectors
Most teams choose this
Team
Operate agents in real workflows
$799/mo
Annual: $7,670/yr ($639/mo, save 20%)
For teams relying on agents across support, ops, sales, finance, or engineering.
- 20 governed capacity units
- Example: 10 standalone agents + 2 managers + 24 managed sub-agents
- 75,000 governed actions/mo
- Shared approval queues, team roles, Slack/Teams/API triggers, Inspect, Evals, and audit exports
Business
Govern agent teams across the org
$2,500/mo
Annual: $24,000/yr ($2,000/mo, save 20%)
For organizations standardizing agent governance across departments.
- 75 governed capacity units
- Example: 30 standalone agents + 5 managers + 140 managed sub-agents
- 300,000 governed actions/mo
- Advanced approvals, department views, policy packs, longer retention, and SSO-ready controls
Enterprise
Custom controls for serious risk
Custom
Annual: Custom
For regulated or larger organizations.
- Custom governed capacity and action volume
- SSO/SCIM, dedicated environments, longer retention, and SLA
- Private/VPC deployment roadmap
- Security review support
The meter
The only usage bill you can check for yourself.
Every billed action is an audit record. Dispute a line item? Verify the export yourself. The chain settles it.
Who it is for
For teams moving agents from pilots to production.
AI and product teams bringing agents into real workflows.
Security teams worried about access, approvals, and shadow agents.
Compliance teams that need evidence, not screenshots.
Operators who need to know what changed, what failed, and what needs review.
Sources
Reputable signals behind the pain.
Zahara does not need fear to sell. These sources show why enterprises are asking for inventory, ownership, approvals, access control, monitoring, and verifiable proof now.
Start with one agent
Bring one agent under Zahara. Prove the loop. Then scale.
Build one with Vibe, import one you already have, or connect a running agent. Zahara turns it into an accountable operating asset.