Run your AI workforce like a workforce.
Your people and your agents now work side by side. IRIS8 puts one gateway in front of that workforce — masking what shouldn't leak, holding what needs approval, and staffing routine work with right-sized specialist models instead of frontier prices. Proof at every step.
North Astra AI
Vector Intelligence
Harborline Tech
Your AI workforce is already here. Nobody’s managing it.
AI is everywhere
Copilots, agents, and AI tools in every team — 60% of it shadow AI that nobody registered, on a surface that grows daily.
Control is inadequate
API keys instead of permissions, email threads instead of approvals — and 35% of enterprises couldn’t shut down a rogue agent.
Proof doesn’t exist
When the examiner asks "why did the AI do that?", logs and attestations aren’t answers. Reconstruction is.
One gateway. Three products.
Every request through the gateway is secured, governed, and optimized — nothing leaks, nothing rogue, nothing wasted.
See everything. Stop what shouldn’t leave.
One drop-in endpoint lights up your whole estate — live inventory, shadow-AI discovery — then masks sensitive data and blocks injection inline.
- Five-minute setup — swap a base URL
- Shadow AI discovered from real traffic, not surveys
- 50+ data classes masked; findings to your SIEM as OCSF
Make every token count.
Semantic caching, right-size routing, and budgets with auto-cutoff — custom logic at the gateway that pays for the platform.
- 20–40% typical spend reduction
- Quality-bar routing with automatic fallback
- Showback that gives finance a bill, not a mystery
Answer for every decision. Control every agent.
Per-decision reconstruction and examiner packs today — with approvals, scoped permissions, and the kill switch enforcing on the same gateway in 2027.
- Any material decision reconstructed in under 15 minutes
- Examiner packs: SR 26-2 · NAIC · EU AI Act
- Approvals, action caps, kill switch — enforcing 2027
Stop paying frontier prices for routine work.
A workforce isn’t all senior generalists — you staff each task with the right specialist. The IRIS8 gateway does the same for AI: every request routes to the smallest model that clears its quality bar, backed by a growing library of specialized, cost-efficient SLMs curated for common enterprise work.
Frontier models where they earn their price. Specialists everywhere else. And because routing happens at the gateway, every decision lands on the record — the savings and the proof come from the same pipe.
AI governance in real-world numbers.
of enterprise AI is shadow AI — undocumented and ungoverned
Industry researchof enterprises admit they couldn't shut down a rogue agent
Writer, enterprise surveyof autonomous agents face demotion or decommissioning by 2027 over governance failures
Gartner, May 2026for IRIS8 to reconstruct any material AI decision, end to end
Our pilot guaranteeWhen someone asks "why did the AI do that?" — you'll have the answer in minutes.
A registry entry is not an explanation. An audit log is not an argument. IRIS8 reconstructs the decision itself: which policy governed it, which sources grounded it, which model produced it, who approved it.
Native integration, zero friction — across the whole AI stack.
Anything speaking an OpenAI-compatible API — swap the base URL and you’re governed.
LangGraph, CrewAI, AutoGen, and MCP servers — SDK hooks and per-tool permissions.
Vendor agents and embedded copilots, inventoried and governed like everything else.
AI-assisted coding tools and IDE agents — visible through gateway traffic, not surveillance.
Underneath it all: the enterprise AI governance platform for regulated industries.
What starts with one developer pointing an SDK at the gateway scales to what a bank examiner expects — evidence packs, runtime control, and a posture built for SR 26-2, NAIC, and the EU AI Act. Same gateway. Same record. See your industry →
Inline checks at p95 — governance your users never feel.
Hybrid and on-prem/air-gapped gateway for data-sovereign deployments.
Findings flow to the SIEM your SOC already lives in.
Plus token usage. Free to try — enterprise control when you need it.
AI that governs AI — with your policies as its instructions.
At hundreds of agents, human review of every action stops scaling. IRIS8 Guardians are the supervisory layer: always-on agents that watch your operating agents — and file their own evidence.
Explore Guardian Agents →Evaluate material outputs against policy before they leave the institution.
Watch for drift, anomalous tool use, and out-of-role behavior, continuously.
Quarantine, revoke, and roll back the moment thresholds are crossed.
Nothing your AI does is hidden.
Point one app at the gateway today — free — and see your estate light up. Enterprise enforcement is there when you need it.
Start free