The AI Gateway
for Multi-Agent Enterprise.
One gateway between your agents and every model, tool, and counterparty. Observe what's happening, orient on what it means, decide which model gets the call, and coordinate across LangGraph, CrewAI, AutoGen, and the OpenAI SDK, on one runtime.
The Problem
AI is the fastest-growing unattributed line on the enterprise cloud bill.
Three structural gaps. Each one compounds. Each one is a CFO problem now.
No Attribution
No decomposition by agent, team, model, or call.
The CFO sees one line and cannot break it down. The risk officer cannot reproduce yesterday's answer for the audit. The engineer cannot tell which agent is burning the spend.
No Quality-Cost Match
Every query hits frontier pricing regardless of complexity.
Order-of-magnitude overspend per call across the typical mix. The cheapest sufficient model could have answered most of them.
No Audit Trail
Provider logs are locked to one vendor.
EU AI Act high-risk obligations binding, with penalties up to 7 percent of global turnover. SR 11-7, FFIEC, and NYDFS Part 500 already binding.
The Runtime
Six features. One runtime.
Observe what is happening. Recall what it means. Pick the model. Coordinate across the frameworks. Comply runs over every step. Exchange compounds on top.
Observe
Per-call attribution from the first call.
Per-agent, per-model, per-team telemetry the CFO can read and the auditor can re-verify. Cost decomposition, latency, fidelity, model identity, every dimension on every call.
Memory · Orient
Recall yesterday's choices.
Cross-provider memory architecture plus team-level recall with role-based access. Memory survives model upgrades. What one analyst learns on Monday, the desk keeps on Friday.
Router · Decide
The cheapest sufficient model, every time.
Complexity scoring routes each query. Frontier when the work demands it. Mid-tier when it does not. Purpose-built small models when they fit. No quality break.
Coordinate · Act
One state across every framework.
LangGraph, CrewAI, AutoGen, and the OpenAI SDK share one context. Native A2A v0.3, AG-UI, MCP stateful sessions. No central coordinator.
Comply · Overlay
The audit binder writes itself.
Policy-as-code on every request. Event-sourced log on every event. Mapped to EU AI Act, NIST AI RMF, SR 11-7, NYDFS Part 500, FFIEC, and SOC 2.
Exchange · Overlay
85 percent rev-share to the customer.
Enterprise marketplace for agents and MCP servers, governed by the same gateway. Sellers publish, buyers consume, the customer keeps the rev-share.
Land with Observe and Router as the FinOps wedge. Expand across Comply, Memory, Coordinate. Compound with Exchange.
Unit Economics
How the gateway cuts inference.
ARX cascade routing delivers 61.1 percent on its own. Semantic cache adds 19.8 percent on a different mechanism class. Combined gateway reduction is 80.6 percent on a 1M-call workload at 1,200-in / 400-out median tokens.
| Mechanism | What it does | % saved |
|---|---|---|
| Semantic cache | Repeat or near-identical calls served from cache, not the vendor. | 19.8% |
| Cost-quality routing | Each query goes to the cheapest model that clears the quality bar. | 61.1% |
| Total | Total gateway reduction. | 80.6% |
Cascade routing
Each query routes to the cheapest model that clears the quality bar. Frontier models earn their cost only when complexity demands it.
Semantic cache
Repeat or near-identical calls served from cache, not the vendor. Different mechanism class. Stacks with cascade.
Per-customer modeling
Cascade distribution and cache hit rate are calibrated against your call mix inside the pilot. Contact sales for the per-customer model.
Go-to-Market
One platform. Two markets.
FinServ pilots today. Defense procurement opens once CMMC L2 and FIPS 140-3 land. Compliance posture compounds across both.
FinServ wedge
CFO and Head of FinOps at mid-market FinServ.
The wedge is per-call attribution (Observe) plus cost-quality routing (Router) plus the unit economics those produce. Pilot scoped per customer. Expand to Comply on the same gateway, same audit chain.
Defense expansion
Prime contractor adapter, federal SI, direct DoD program.
DARPA DSO BAA HR001125S0013 anchor. CMMC L2 in design. FIPS 140-3 in process via CMVP. NIST 800-53 mapping scheduled. One codebase. Cross-market leverage on every engineering dollar.
Posture
Built for the buyers whose downtime ends careers.
Production runtime
The runtime in this conversation is the runtime in production. Multi-cloud, customer-managed perimeter, no surprises on cutover day.
Security posture
FIPS 140-3 cryptography process-wide. Zero-Trust policy evaluated on every request. The bar that clears a federal program clears a regulated bank by default.
Programs
Built on the same compute, edge, and operator network the frontier labs and global banks rely on. Real engagements, not logos on a slide.
One gateway.
Every model. Every agent.
A walk-through on your numbers. We come with the workload envelope and the analyst-projected savings range. You come with the call mix and the regulatory posture.
The AI Gateway for
Multi-Agent Enterprise.