Acipta vs Zenity — Which Is Right for Your AI Agent Program

Zenity built the leading runtime governance layer for AI agents. Acipta built the evidence layer auditors need five years out. Here's the honest comparison.

TL;DR

Zenity excels at runtime AI agent governance — shadow-AI discovery, prompt-injection defense, behavior monitoring, and runtime policy enforcement. Best for CISOs who need to catch agents misbehaving in production today.

Acipta is an agent-based defensibility platform — workflow-grounded — that produces per-criterion, Ed25519-signed compliance evidence across 21 regulatory frameworks. Best for CCOs who need to defend an audit five years from now, not just monitor a dashboard today.

These platforms solve adjacent problems. A regulated organization running production AI agents typically needs both: Zenity for the runtime layer, Acipta for the evidence chain.

Targets and timelines below are aspirational; pre-customer baseline applies. Acipta achieved-vs-target metrics will publish weekly after general availability on August 23, 2026.

At-a-glance

Why this comparison matters

If you Google "AI agent governance platform" today, Zenity is the first vendor that appears. That's earned — they defined the category. But the category as currently defined has a structural gap: runtime governance doesn't produce evidence that survives a five-year audit replay.

The Chief Compliance Officer at a Series B-D SaaS company facing their first SOC 2 + HIPAA audit doesn't need "the agent behaved well today." They need "the agent's verdict on transaction X, dated April 17, 2026, can be reproduced byte-identically in April 2031 — by the platform alone, without the original engineer or the original LLM in the loop."

That's not a runtime problem. It's an evidence problem. And it's what acipta was built for.

The architectural difference

Zenity sits in the runtime path. It observes agent traffic, applies policy, blocks violations, and records behavior. The records are operational — useful for incident response, security analytics, and policy iteration.

Acipta sits at the evidence-production layer. Every customer-impacting verdict produced by the platform's 164 specialized agents is:

• Signed at write time with an Ed25519 keypair tied to a hardware security module.
• Anchored to RFC 3161 timestamps from a public trusted timestamp authority.
• Mapped per-criterion to the regulatory clause it satisfies (WCAG 2.1 AA SC 1.4.3, SOC 2 CC6.1, HIPAA § 164.312, etc.).
• Replayable deterministically — the platform can reproduce the same verdict byte-identically five years later, without the original LLM in the loop.

The two architectures are complementary, not competitive. Zenity keeps the agent from doing the wrong thing. Acipta proves — on demand, years later — that the agent did the right thing.

Detailed comparison

Runtime governance

Zenity: Industry-leading. Shadow AI discovery across SaaS, embedded agents, copilots. Runtime policy enforcement. Prompt-injection defense. Production-grade.

Acipta: Not the primary focus. Acipta's Bounded Autonomy Engine uses capability tokens and OPA policy bundles to enforce boundaries on what agents may decide vs. what humans must — but this is a complement to evidence production, not the headline capability.

Evidence and audit defensibility

Zenity: Records behavioral logs and policy violations. Useful for security forensics, less so for a regulator asking for per-criterion conformance evidence.

Acipta: Native. Every agent verdict signed at write time, anchored, framework-mapped. Built for the auditor walking in three years from now with the original control catalog.

Framework coverage

Zenity: Policy engine is framework-agnostic. You author policies; the engine enforces them.

Acipta: 21 framework-specific suites ship out of the box. SOC 2, HIPAA, GDPR, CCPA, WCAG 2.1 AA, EU AI Act, ISO 27001, NIST CSF, Section 508/VPAT, SOX, KYC/AML, GovCon, and more. Cross-framework evidence reuse via the Control Mapping Catalog.

Pricing transparency

Zenity: Custom enterprise contracts. Pricing not published.

Acipta: Single public SKU during Early Access — $99/month Starter tier through August 23, 2026. Five-tier ladder publishes at full GA: Starter $99 / Team $199 / Pro $499 / Business+ $999 / Enterprise from $90,000/year.

Who should choose Zenity

• You have AI agents in active production, today, and need runtime policy enforcement right now.
• You're a CISO or AppSec leader whose primary mandate is preventing AI agent behavior incidents.
• You need shadow-AI discovery — agents your security team doesn't know exist, deployed across SaaS apps your employees adopted independently.
• Your buying decision is anchored in incident prevention, not multi-year audit defense.

Who should choose Acipta

• You're a Chief Compliance Officer facing your first SOC 2 + HIPAA audit cycle while engineering ships daily.
• Your auditor will ask, three years from now, whether the verdict your AI agent produced on a specific date can be reproduced byte-identically — and your current tools can't answer that.
• You need multi-framework coverage from one evidence chain: SOC 2 + HIPAA + GDPR + WCAG 2.1 AA + EU AI Act without one tool per framework.
• You're worried about the five-year audit replay test — the question of whether your compliance platform produces evidence that survives without the original engineer or the original LLM in the loop.

Can I use both Zenity and Acipta?

Yes — and many regulated organizations should. The platforms solve adjacent problems with different time horizons.

A typical stack: Zenity intercepts and governs agent traffic in real-time. Acipta records the verdicts that traffic produces, signs them, maps them to regulatory frameworks, and makes them auditable five years out. Zenity prevents the bad day; Acipta proves the good year.

The two integrate naturally. Acipta's agents consume Zenity's policy-violation records as one of many evidence inputs.

FAQ

Is Zenity a competitor to Acipta?

Not directly. They solve different problems in the AI agent governance stack: Zenity at the runtime layer, Acipta at the evidence layer. Most regulated organizations need both.

Does Acipta also do runtime policy enforcement?

Yes, via the Bounded Autonomy Engine — capability tokens and OPA policy bundles enforce what agents may decide versus what humans must. But this is a complement to evidence production, not the headline capability. If runtime is your primary need, Zenity is more specialized.

Can Acipta's evidence satisfy a SOC 2 or HIPAA audit?

That is the design intent. Every agent verdict is signed at write time with Ed25519, anchored to RFC 3161 timestamps, and mapped per-criterion to SOC 2 Trust Services Criteria or HIPAA § 164.312 controls. The five-year deterministic replay capability targets the audit-defensibility bar.

How does the five-year replay actually work?

Every input that contributed to a verdict (the prompt, the model version, the retrieval context, the LLM output, the policy gate result, the timestamp) is captured into the Determinism Ledger at write time. Five years later, the platform can re-execute the same logical pipeline against the recorded inputs and reproduce the same output byte-identically — without the original LLM in the loop.

What if I'm already using Zenity?

Acipta integrates with Zenity's logs as one of many evidence sources. The two stacks compose naturally. Talk to sales ([email protected]) about the joint deployment pattern.

Is Acipta production-ready?

Public Early Access launches June 28, 2026 at $99/month. Full General Availability is August 23, 2026. Pre-customer pilots are active with institutional partners. SOC 2 Type 2 + HIPAA certifications are targeted for August 23, 2026 — compliance program is in flight today.

Bottom line

Zenity is the right choice if your problem is "my AI agents need runtime guardrails right now."

Acipta is the right choice if your problem is "my auditor will ask whether the verdict my AI agent produced five years ago can be reproduced today — and I need an honest answer."

Most regulated organizations need both. The category isn't a zero-sum competition; it's a stack with two distinct layers.

Related comparisons + internal links

• Acipta vs HiddenLayer — another AI security layer worth understanding
• Acipta vs Vanta — if SOC 2 specifically is your driver
• Acipta vs Drata — multi-framework SaaS compliance comparison
• AI Agent Governance: the category explained — what runtime, evidence, and audit layers actually do
• Compliance Intelligence — the broader category acipta operates in
• Audit-Defensible Compliance — what "audit-defensible" actually means in practice