[SYS_STATE: CONTROL_PLANE_ACTIVE]
[AXES: PLATFORM / RAIL / FRAMEWORK / OPERATOR_MODE]
Multi-vendor agents. Multi-rail payments. Framework-distributed compliance.
Operator modes: [HUMAN] [HITL] [AUTONOMOUS] [YOUR MCP]

Find every AI agent. Map them all. Govern them in days.

Centurian finds every AI agent in your business — the ones you deployed, the ones your vendors deployed, the ones nobody told you about. Maps what each one does. Shows which ones work and which are liabilities. Then governs all of it on one data spine — across every platform they run on, every rail they pay on, every framework they're audited against, and every mode your operators use to run them. No engineering team required.

Now extending into the compliance backbone for regulated stablecoin distribution — jurisdiction-aware disclosures, audited delivery, and per-position income tracking on the same data spine.

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Early access · First agent free, forever · No credit card · MCP-native

Environment Scan
VEND_01_LOG2 SHPG_BOT EDI_PARSE COST_MON UNKNOWN_PROC
KNOWN AGENTS: 24
SHADOW AGENTS: 1
HOURLY COST: $412.50
SALESFORCE / BEDROCK / FOUNDRY / VERTEX / COPILOT / CUSTOM X402 STABLECOIN ATTRIBUTION ACTIVE EU AI ACT · NIST AI RMF · SOC 2 · MICA MCP-NATIVE · LATENCY: <2MS ONE DATA SPINE 89.4K ROGUE ACTIONS BLOCKED SALESFORCE / BEDROCK / FOUNDRY / VERTEX / COPILOT / CUSTOM X402 STABLECOIN ATTRIBUTION ACTIVE EU AI ACT · NIST AI RMF · SOC 2 · MICA MCP-NATIVE · LATENCY: <2MS ONE DATA SPINE 89.4K ROGUE ACTIONS BLOCKED
[ PRODUCT_DEMO ]

See Centurian in Action

From discovery to governance in under two minutes.

[ AGENTIC_SPRAWL ]

You have more agents than you think. And they outnumber your humans.

Gartner projects 33% of enterprise applications will include agentic features by 2028 — up from less than 1% in 2024. By the same window, autonomous agents are modeled to outnumber human users 50 to 80 to one. Each carries valid credentials, scoped access, and a path into your databases, APIs, and proprietary services. Most security teams cannot count them yet.

The industry has a name for it: agentic sprawl. Service accounts spun up to bypass identity setup. OAuth scopes over-provisioned to ship sprints. Low-code platforms wiring agents nobody approved. Tokens leaking through Jira tickets, Teams messages, Confluence pages, GitHub commits. Every shadow agent is a compliance hazard with valid credentials.

[ FINANCE ]

Autonomous credit decisions and money movement that violate the FATF Travel Rule the moment they fail to log a counterparty wallet. 82% of FS firms run AI agents in 2026.

[ HR + LEGAL ]

Hiring agents triggering Illinois AI in Employment Law disclosures. Legal agents pulled into ABA Formal Opinion 512 violations the second confidential client data hits an ungoverned LLM.

[ RETAIL + CX ]

95% of all AI-driven traffic concentrates here. Pricing agents that duplicate logic and evaporate margin at scale. Service swarms that escalate 33% of consumer issues to humans anyway.

Containment without runtime enforcement is structurally impossible. Standing privileges in agentic systems do not drift gradually — they accelerate instantly. The defining question is not whether you adopt autonomous agents. It is whether you can register, govern, and audit them before they outrun you.

[ THREE_WAVES_HITTING_NOW ]

Multi-vendor. Multi-rail. Multi-framework.

Three structural shifts have crossed the same enterprise at the same moment. Six platforms, autonomous stablecoin payments, and regulators publishing framework-by-framework deadlines. There is no second platform that lives at the intersection.

Wave 02 / Multi-rail
$50B
projected agent spend via x402 stablecoins by 2028
Source Goldman Sachs
Wave 02 / Live now
154M+
x402 transactions processed (Base + Solana, March 2026)
Source x402 Foundation
Wave 01 / Multi-vendor
6
major agent platforms running in the average enterprise (Salesforce, Bedrock, Foundry, Vertex, Copilot, custom)
Source IDC AI Agent Survey 2026
Wave 03 / Frameworks
August 2026
EU AI Act high-risk obligations take effect
Source European Commission
[ HOW_IT_WORKS ]

How it works

From invisible agents to full command. Six steps. No code.

01

Discover what's running

We scan 9 infrastructure sources—cloud platforms, Kubernetes, identity systems, git repos, observability tools—and find every AI agent. Including the ones you forgot about. Shadow AI detection catches the ones nobody provisioned.

02

See the full picture

For every agent we find, we show you: what systems it touches, what operations it performs, and what it has access to but has never used. Plain English. No technical jargon. First time most operators have ever seen a unified view.

03

Connect your systems

Point us at your existing agent infrastructure—one config line, two minutes. Or auto-generate new connectors for your TMS, EDI, or accounting system. Zero code. Under 5 minutes to first working connection.

04

Set rules in plain English

Tell Centurian: “This agent can quote loads under $2,000 but needs my approval above that.” AI translates to policy. You see a simulation of what would have happened. You approve. Done.

05

Track cost and quality

Every agent action has a cost and a quality score. See which agents are earning their keep and which are burning money. Budget hard-stops prevent surprise bills. Trajectory evaluation catches agents that get the right answer via the wrong process.

06

Prove it. One click.

Generate a 50-page EU AI Act compliance report in under 60 seconds. Every agent action, every permission decision, every cost line—auditor-ready. Bitemporal logging means you can answer “what did the system know on March 15?”—not just “what's true today.”

[ TARGET_OPERATORS ]

Built for the people who actually run AI agents

Dana, VP Operations

“I have 500 loads a week and AI agents I can't see.”

You need to know what your agents are doing, what they're costing you, and whether they're creating more problems than they solve. Centurian gives you one dashboard for all of it—across every vendor, every system.

Connect Govern Cost
Raj, CTO (Agent Vendor)

“My customers need governance. I'm tired of rebuilding infrastructure.”

Your engineering team spends 60% of its time on per-customer infrastructure instead of product. Point your existing agents at Centurian—one config line. Your operators get governance, cost tracking, and compliance instantly.

Connect Proxy Measure · Trajectory eval Prove
Karen, VP Compliance / CISO

“EU AI Act is in 0 days. I have no audit trail for our AI systems.”

You need a compliance report covering every AI agent—not just one vendor's. Centurian generates the 50-page artifact auditors need, covering every agent from every vendor on one platform. One click.

Prove Govern Discovery
[ FIVE_PILLARS ]

One product. Solo dev to 500-person ops team.

Same data spine. Same pillars. Permission-gated views for individuals, teams, and the org. Measure separates agents that work from agents that lie. Multi-rail Cost catches stablecoin spend nobody else attributes.

Pillar_01 Visibility

Visibility

Solo

Know what your agents are doing — at every step, at every cost.

Enterprise

See every agent across every team, every platform, every vendor.

Pillar_02 Govern

Governance

Solo

Set budgets and guardrails. Your agents stay in their lane.

Enterprise

Enforce org-wide policies across every platform. RBAC. SSO. SCIM.

Pillar_03 / NEW Multi-rail

Multi-rail Cost

Solo

See what every API call, every model token, every stablecoin micropayment costs you.

Enterprise

Reconcile model + MCP + platform + subscription + x402 spend per agent. Recover 2–4% of freight invoices silently overcharged.

Pillar_04 Measure

Measure

Solo

See which agents work and which are lying. Trajectory eval catches drift before it costs you.

Enterprise

Doc-to-eval test generation. Continuous regression detection. Anomaly clustering by purpose, team, platform. Industry benchmarks across operators.

Pillar_05 Prove

Compliance

Solo

Run audits against any framework — EU AI Act, SOC 2, GDPR — for free.

Enterprise

Cross-vendor unified audit trail. Custom frameworks. Court-defensible.

[ COMPETITIVE_LANDSCAPE ]

Centurian vs every other agent platform

Six categories of competitor. Each strong inside their wave. None at the intersection. The intersection is where your enterprise actually lives.

Wave 01 / Multi-vendor
Salesforce Agent Fabric
What they don't do

No x402 stablecoin attribution. No framework distribution marketplace. Salesforce-anchored sales motion can't credibly serve a Bedrock-primary or Foundry-primary buyer.

Best at
Cross-vendor agent visibility
Wave 03 / Governance pure-play
Credo AI / Geordie / Fiddler
What they don't do

No cost rail. No payment-rail integration. Horizontal governance plays at <$50M ARR — next $50M comes from deepening governance, not broadening into FinOps or x402.

Best at
Framework governance depth
Wave 01 / Cloud-native
Databricks + AWS AgentCore
What they don't do

Lock-in by design. Customers want federation to escape cloud-native gravity. Cannot sell the federation pitch without contradicting the data-gravity strategy that drives most AI revenue.

Best at
In-cloud agent runtime
Wave 01 / Vendor toolkit
Microsoft Agent Governance Toolkit
What they don't do

A toolkit, not a control plane. Commercial value locked to Azure Foundry adoption. To enter, they'd need to convince customers to govern non-Azure agents through a Microsoft tool. Each step is Microsoft-against-itself.

Best at
Azure-native governance
Wave 02 / Card-rail spend
Brex / Ramp / Capital One / Slash
What they don't do

Architecture built around the card swipe, not the agent. Per-agent x402 attribution requires rewriting the cost data plane — and they have no agent-fleet observability to attribute to in the first place.

Best at
Card spend visibility
All four axes / One spine
Centurian Live
What we do that none of them do

Multi-vendor agent discovery (6+ platforms). Multi-rail cost attribution including x402 stablecoin per-agent. Two-sided framework distribution marketplace. Operator-mode flexibility (human, HITL chat, autonomous-narrow, or customer MCP). Bitemporal evidence chain joining all four streams. One product whether you're a solo dev or a 500-person ops team.

Best at
The intersection itself

Each competitor would have to abandon their core commercial logic to enter. The moat isn't features — it's the structural bind every competitor walks into the moment they try.

[ NEURO_SYMBOLIC_ARCHITECTURE ]

LLMs are statistical guessing machines. You cannot trust them with enterprise compliance.

Pure-LLM governance tools translate plain-English rules into model prompts. The model decides whether to obey. When it hallucinates, the rule silently fails. By the time you find out, the agent has wired the money or exported the PII.

Centurian fuses probabilistic reasoning with deterministic execution. The LLM compiles policy text into Rego — a declarative policy language that runs in a hardened sandbox. The compiler is signed, sandboxed, and gated by a deterministic test corpus before any rule reaches production. Once a Rego rule says "no x402 transfer over $1,000 USDC without synchronous human approval," the LLM cannot bypass it. The reasoning layer suggests; the symbolic layer enforces. That is the line between an audit trail and a liability.

[ ADR-018 ] [ Plain-English → Rego ] [ Signed test corpus ] [ Staged 10% → 100% rollout ]
[ EXAMPLE_RULE / OPA_BUNDLE_1 ]
package centurian.global

# Stablecoin transfer ceiling
deny["x402 transfer over $1,000 requires human approval"] {
  input.action == "x402.transfer"
  input.amount_usdc > 1000
  not input.context.human_approved
}
Compiled from operator input: "Block any stablecoin payment over $1,000 unless a human approves it." Reviewed, signed, deployed at 10% → 100% over 14 days.
REGULATORY DEADLINE

EU AI Act enforcement begins August 2, 2026.

High-risk AI systems must demonstrate automated record-keeping, risk assessment, and human oversight audit trails. Non-compliance penalties reach 7% of global revenue.

Centurian generates fully compliant audit reports from deploy-day zero.
0
Days
[ FRAMEWORKS_DISTRIBUTED ]
EU AI Act NIST AI RMF OWASP Agentic Top 10 SOC 2 MiCA 1099-DA FATF Travel Rule FMCSA HIPAA [Default-OFF] PCI-DSS [Default-OFF] GDPR Art 22 [Override]

Frameworks are data, not code. Big-4 firms and AI law firms author and co-distribute proprietary frameworks alongside Centurian's living regulatory library. Default-OFF autonomous execution for HIPAA, PCI-DSS, and EU AI Act high-risk obligations — physical human opt-in required.

[ STATE_COMPARISON ]

What changes on day one.

Today (Six dashboards)
"How many agents do we have?" Nobody knows.
A vendor agent modifies shipping rates. No one is notified.
x402 stablecoin spend reconciled in spreadsheets. Card spend in Brex. Model spend in OpenAI dashboard.
Compliance audit takes weeks. Manual evidence collection across every vendor portal.
Agent costs buried in cloud bills. No per-agent attribution.
With Centurian
Answer "how many agents do we have?" in 10 seconds. Every vendor. Every system. UPDATED LIVE
Every agent action governed. Unauthorized changes BLOCKED REAL-TIME
Card + subscription + model + MCP + x402 stablecoin spend reconciled per agent on one screen.
Compliance report generated in 60 seconds. ONE CLICK
Every agent's cost visible by workflow and day. Runaway spend auto-killed at your budget limit.
[ MACRO_TRENDS ]

This isn't a future problem.

Agent sprawl is the defining governance challenge of 2026. Every enterprise deploying AI agents is exposed right now.

80%
Fortune 500 deploy active AI agents
Microsoft Security
6%
Have advanced AI security strategies
Beam AI
88%
Report confirmed agent security incidents
Gravitee
$52B
Agentic AI market size by 2030
MarketsandMarkets
Introduction / Founder
Adnan Khan
Adnan Khan
Founder, Centurian

"My background is in operations and supply chain management. I know how these businesses run and where they break. When I started building with AI agents, I hit the same wall every time: too many agents, doing too many things, with no way to see what was actually working."

"I built the visibility layer myself just to stay sane. Then I realized every operations team deploying AI was about to face the exact same problem. Centurian is what I built for myself, productized for the people running the business."

12+ years in enterprise operations and supply chain. Senior roles at Fortune 500 logistics and infrastructure companies. MBA.
▶ LinkedIn Profile →
[ STABLECOIN_COMPLIANCE ]

Yield-bearing stablecoins are moving. Disclosure is not.

Regulated operators — vertical SaaS platforms, neobanks, RIA platforms, and Compliance-Anchor customers — are already touching yield-bearing stablecoin exposure. The federal frame is unsettled, the EU frame restricts it, and existing FinOps tools track none of it. Centurian is becoming the audit-grade compliance layer underneath, so a regulated operator can distribute compliant exposure without becoming a securities firm.

Capability_01 Disclosures

Jurisdiction-aware disclosures

Regulator-current disclosure templates for yield-bearing positions, scoped per jurisdiction. Counsel can customize. Operators can distribute. Compliance keeps the version history.

Capability_02 Audit log

Auditable delivery + acceptance log

Every yield-bearing transaction triggers verifiable disclosure delivery. Customer acceptance, refusal, or non-response is logged on the same evidence chain that already underwrites EU AI Act, MiCA, and SOC 2 audits.

Capability_03 Tax + reg

Per-position yield income tracking

Yield earned per holder, per position, per period — classified for tax and regulatory reporting on the data spine. Hands clean records to your tax tool of record. Centurian provides the data; we are not your filing tool and not your legal advisor.

Stablecoin compliance early access

Same magic-link form. We tag your interest as intent=yield.

[ FAQ ]

Direct questions. Direct answers.

What is agentic sprawl?

+
Agentic sprawl is the uncontrolled, unmonitored proliferation of autonomous AI agents and their access credentials across an enterprise. By 2028, autonomous agents are modeled to outnumber human users 50 to 80 to one. Each carries valid credentials, expansive scopes, and access into databases and APIs. Most originate as shadow IT — service accounts created to bypass identity setup, OAuth scopes over-provisioned during sprints, low-code agents wired by end users without approval. Containment is structurally impossible without purpose-built runtime enforcement.

How do I track x402 stablecoin spend per AI agent?

+
Centurian ingests x402 transaction streams from Coinbase Developer Platform, Cloudflare, and Stripe x402 facilitators, attributes each transaction to a specific agent via a wallet-DID-to-agent_id mapping captured at registration, and unifies that data with model-API spend, MCP tool-call spend, and SaaS subscription spend in one cost view. As of May 2026, no other agent governance product or corporate FinOps tool ingests x402 firehoses with per-agent attribution.

What is MCP-native agent operations?

+
Model Context Protocol (MCP) is the universal standard letting AI agents securely connect to external tools, databases, and enterprise systems. Anthropic, OpenAI, Google, and Microsoft adopted it in 2025-2026. Centurian is MCP-native: the canonical front door is mcp.centurian.ai. Agents register, attest, and operate through MCP. REST is a thin gateway over the same core. Customer agents (Claude Code, ChatGPT-with-MCP, Cursor) point at Centurian's MCP server with native handshakes and per-agent rate limits.

What is HITL agent governance?

+
Human-in-the-Loop (HITL) governance is a bounded-autonomy framework where an AI agent can reason and suggest actions but requires synchronous human authorization before execution. In Centurian's HITL Chat mode, an operator agent suggests workflows ("show me agents inactive 30+ days") and surfaces inline action buttons. Step-up MFA gates the high-privilege actions: delete agent, modify global policy, run targeted-deep audit, grant external invitation, modify Master Admin. Every chat session is actor-tagged in the audit trail.

How do I let my AI agent run autonomously with an audit trail?

+
Centurian's Autonomous-Narrow mode (v0.3.0) deploys an operator agent for safe, defined operations: re-attestation retry, anomaly clustering refresh, cost reconciliation, framework staleness checks. Cryptographic delegation provenance proves who authorized which action. A 30-second kill switch propagates across the fleet on revoke. Default-OFF for HIPAA, GDPR, EU AI Act, PCI-DSS frameworks — opt-in is per framework, requires admin sign-off, and ships with a public dogfood report from Centurian running this mode on its own platform first.

How does Centurian compare to Salesforce Agent Fabric?

+
Salesforce Agent Fabric is a multi-vendor agent control plane anchored in the Salesforce ecosystem. It auto-discovers across Bedrock, Foundry, Vertex, and Copilot via OAuth and orchestrates with deterministic Agent Broker handoffs. It does not ingest x402 stablecoin firehoses with per-agent attribution. It has no two-sided framework marketplace. It is enterprise-only with no PLG entry. Centurian is rail-agnostic, ships free-tier solo developer access, and is the only product where multi-vendor agents, multi-rail payments, and framework-distributed compliance live on one data spine.

How does Centurian compare to Credo AI?

+
Credo AI is a pure-play AI governance and observability product focused on compliance documentation and ethical guardrails. It does not have multi-rail Cost. It does not run a partner-distributable framework marketplace. It has no vertical depth (no Transportation & Logistics, Financial Services, or Healthcare-specific eval libraries). Centurian assumes governance is necessary and complements it with multi-rail cost attribution, framework distribution, and a deterministic Neuro-Symbolic enforcement layer (Rego, not just LLM prompts) that pure-LLM tools cannot offer.

Can Brex or Ramp track stablecoin spend per agent?

+
No. Brex and Ramp accept stablecoin payments on corporate cards, but they do not ingest agent-initiated x402 transaction firehoses with per-agent attribution. Their architecture is card-based and built around the swipe; per-agent x402 attribution requires rewriting the cost data plane around the agent identity, not the card number. Brex, Ramp, Capital One, and Slash have no agent-fleet observability to attribute payments to.

What is a Neuro-Symbolic compliance architecture?

+
A Neuro-Symbolic (NeSy) architecture fuses the probabilistic reasoning of LLMs with the deterministic logic of symbolic systems to prevent compliance hallucinations. Centurian uses an LLM to compile plain-English policy into Rego, a declarative policy language. Rego rules execute deterministically in a hardened sandbox. The compiler is gated by a signed test corpus and staged 10% → 100% over 14 days before reaching production. Once a rule is compiled, the LLM cannot bypass it. This is the line between an audit trail and a liability.

What is AI agent trajectory evaluation?

+
Trajectory evaluation scores an agent against the actual sequence of decisions it took to reach an outcome — not just the outcome itself. Centurian's Measure product runs continuous trajectory evaluation across every registered agent. Four eval acquisition paths feed the engine: starter templates (8+ at launch), plain-English declaration via MCP, active prompts at 14 days post-registration, and a periodic audit job. Together they catch agents that get the right answer for the wrong reason — the silent failure mode that pure outcome-checking tools miss.

How does Centurian detect drifting or lying agents?

+
Trajectory anomaly detection clusters agent runs by (purpose, team, platform). When a registered agent's trajectory shifts outside its cluster — new tool calls, new recipients, new latency profile, new failure shape — Centurian flags it. Continuous regression detection watches for quality drops against the eval suite. Combined with the cost spine (an agent suddenly burning tokens it never burned before) and the audit spine (an agent suddenly accessing data it never accessed), drift becomes visible before it becomes incident-grade.

Which compliance frameworks does Centurian support?

+
EU AI Act (high-risk obligations August 2026), NIST AI RMF, OWASP Agentic Top 10, SOC 2, MiCA, 1099-DA, FATF Travel Rule, FMCSA. HIPAA, PCI-DSS, and GDPR Article 22 override are wired with Default-OFF autonomous execution. Frameworks are data, not code — the framework distribution platform lets Big-4 firms and AI law firms author and co-distribute proprietary frameworks alongside Centurian's living regulatory library. Three audit tiers: self (free), org-wide (Prove standard), and targeted-deep with Ed25519-signed PDF + JSON (Prove enterprise).

Does the GENIUS Act allow yield-bearing stablecoin distribution?

+
Not cleanly. The GENIUS Act framed payment stablecoins federally but did not resolve yield-bearing variants. The Bank Policy Institute has publicly opposed indirect-yield distribution mechanics, the SEC has flagged several yield-bearing stablecoin products as potential securities, and EU MiCA imposes parallel restrictions. Regulated operators that want to touch yield-bearing exposure need an audit-grade compliance layer between them and the instrument. Centurian is becoming that layer — jurisdiction-aware disclosures, audited delivery and acceptance, per-position income tracking — so a regulated operator can distribute compliant exposure without becoming a securities firm.

How do regulated operators distribute yield-bearing stablecoins under MiCA?

+
Under MiCA, yield-bearing stablecoin distribution requires jurisdiction-scoped disclosure to every recipient, verifiable delivery and acceptance records, and per-position income tracking that survives external audit. Centurian provides this as a backbone for regulated operators in the EU: jurisdiction-aware disclosure templates, audited delivery and acceptance written to the same evidence chain that underwrites the EU AI Act and SOC 2, and per-position yield records ready for tax and regulatory consumption. Counsel customizes the templates. Centurian provides the infrastructure underneath. We are not legal advisors.

Can a vertical SaaS or neobank distribute yield-bearing exposure without becoming a securities firm?

+
Yes — with a compliance backbone that handles disclosure, recordkeeping, and per-position income tracking under the operator's existing regulated entity. Vertical SaaS platforms, neobanks, and RIA platforms that route yield-bearing stablecoin exposure through Centurian inherit jurisdiction-aware disclosures, audit-grade delivery and acceptance logging, and structured income records ready for tax and regulator consumption. Centurian provides this as compliance infrastructure, not as legal advice. The operator's counsel customizes the templates and approves the policy; Centurian supplies the backbone underneath so the operator stays inside its existing license envelope.

Stop running six dashboards.

Centurian replaces them all. Your agents on Salesforce. Your agents on Bedrock. Your agents written in Python last Tuesday. Your stablecoin spend. Your compliance reports. One spine. Same product whether you're a solo dev or a 500-person ops team.

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Early access · First agent free, forever · No credit card