The Memory Architecture for AI Governance, Audit, and Control

Nobody in your building knows what your AI did today. After one BASE_URL change, you do.

Own the memory. Own the record. Own the data.

Excipio is the private memory layer between every AI surface, apps, agents, tools, MCP servers, and the models they call. One BASE_URL change: visibility from the first request, an audit record from day one, and control of every AI call in the path.

Request the Audit See How It Works
1 BASE_URL change. The entire deployment. Zero changes to agent code.
100% of calls in the path: recorded.
0 bytes leave the perimeter on a resolved repeat
0 payloads reach Excipio the company. Telemetry only: counts, rates, latencies, cost.
The census

Can you name every AI agent operating inside your walls?

Most enterprises cannot: only 18% of organizations maintain a current and complete inventory of their AI agents (IBM Institute for Business Value, 2026). And agents are only one surface: Excipio sits between every AI surface, apps, agents, tools, MCP servers, and the models they call. The 30-day Audit produces the census: every AI identity in the request path, named, counted, and mapped from the first request.

What is a governed identity →

The record

When the auditor asks, can you produce the record?

Excipio produces the evidentiary record by architecture, not by contract. Contracts promise. Architecture proves. Every request that enters the path leaves an audit record: what asked, what resolved, what routed out, and why. The record exists because the layer sits inline, not because a vendor agreed to keep notes.

Governance by architecture →

The perimeter

What did your agents send outside the perimeter today?

On a resolved repeat, zero bytes. Known questions resolve inside your perimeter; only true misses route out, and what leaves is enumerated in the telemetry schema, so the answer to this question is a report, not a guess. The software sees everything. The company sees only telemetry: counts, rates, latencies, cost. Never payloads, never PII, never business content.

Firm sovereignty →

The quality bar

Which model answered, and was it right?

Every semantic answer is governed by a published correct-hit rate, verified by shadow validation before anything serves. Excipio is the only vendor whose semantic layer ships with a published correct-hit rate.

Token yield →

The exhibit

What is this costing you?

Your agents also buy the same answers from the LLMs over and over. Excipio resolves the repeats inside your perimeter in under 10 milliseconds, and because everything is instrumented, the savings are measured per mechanism, never modeled. 69% of input tokens are repeated context (Datadog State of AI Engineering 2026).

The Rediscovery Tax →

Frameworks

Built to sit under what you already run.

Per-Agent

Memory is scoped to the agent that earned it, so a support agent and a legal agent never share a namespace by accident.

Sensitivity-Tiered

Classification decides what is eligible to be remembered at all, and the tiers are yours to define before anything is cached.

Enterprise-Grade

Carrier-class C++ underneath, deployed inside your perimeter, on-prem or in your own cloud account.
Team

The people who built the caching layer the last five times.

Excipio is the fifth generation of carrier-class caching work from the same engineering team. The problem is not new to them. The traffic is.

Tony Wenzel

Co-Founder & CEO SVP Sales at STRATACACHE, where he built AT&T's billion-dollar white-label channel and closed McDonald's and major banking accounts. CRO at AgilePoint, President at Brandometry. LinkedIn →

Mark Ackerman

Co-Founder & CTO Co-founded SuperLumin Networks, whose caching infrastructure ran at Adobe and Luxottica before its acquisition by STRATACACHE. Director of Engineering at Juniper Networks. Multiple patents in secure proxy acceleration. LinkedIn →

Brent Christensen

Co-Founder & VP Engineering Co-founded SuperLumin Networks as SVP Engineering; the NitroCast platform delivered 100Gbps+ per cache instance. Senior Director of Engineering at Juniper Networks, routing and connected-security products at scale. LinkedIn →
Nortel Cisco Juniper SuperLumin STRATACACHE EXCIPIO

Start with the census.

The 30-day Audit instruments your environment, observe-only, and delivers the agent census: every AI identity in the request path, spend by boundary, projected savings by mechanism. Fixed fee, credited against Year 1 on conversion.

You stop worrying not because someone else is watching, but because now you can see.

Request the Audit

info@excipio.ai · Tony Wenzel, Co-Founder & CEO · Responds within one business day.

Investor & Architecture Access

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Architecture diagrams, financial projections, valuation bridge, and Series A milestones are available to credentialed visitors.

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