IT Leaders
Every AI actor.
Every workload.
One control plane.
From shadow AI to sanctioned AI. One platform that enables every builder, controls every resource, publishes what teams create, and measures every outcome.
Nothing reaches your resources unchecked
Three of every four AI requests in a typical enterprise never touch a sanctioned path — no visibility into what they run, no limits on what they consume, no control over what they reach.
Your AI is growing faster than your ability to govern it.
Your workforce is already building with AI. Some of it is inside your perimeter. Most of it is not. Personal API keys. Unvetted models. Agents running on developer credentials with no visibility into what they are consuming, no attribution for what they cost, and no answer for the board when they ask what your AI agents are actually doing.
What Klique Actually Does
Klique turns your AI resources into a managed service, delivered through one unified control plane.
Klique closes that gap with three engines. The Orchestration Engine turns your compute into a managed service across any silicon and any environment. The Governance Engine unifies security, policy, and identity for every human and every agent, written once and enforced everywhere. The AI Engine puts every model behind one gateway with automatic routing, token management, and spend tracking. IT gets full control. Every team gets self-serve access. Nobody files a ticket.
One platform. Three engines.
Every actor governed.
Connect your hardware and cloud APIs once. Define your tenants, set your policies, and Klique handles the rest: routing every workload to the right compute, enforcing every policy at the platform level, and surfacing real-time visibility across everything running in your environment. Works alongside your existing Kubernetes. Does not require your teams to know how to operate it.
Your AI builders get self-serve access to compute and approved endpoints. Your agents get real identity and scoped permissions, not borrowed credentials. You get the observability and cost attribution to manage all of it without building a governance layer from scratch.
No tokens issued by hand, no keys to rotate, no accounts to reconcile. Access is a consequence of the identity you already manage — and every unit of usage lands back on the ledger, attributed.
Everything your teams need is inside the boundary. Everything they should not reach never enters it.
A Walled Garden for
AI to Grow
Your workforce is already building with AI outside your enterprise. Stop fighting it. Give them a governed path inside.
Klique gives IT a walled garden where AI innovation can scale without risk. Teams move fast, policies hold firm, and nothing runs outside the boundaries you set.
Under the hood
One platform. Everything IT needs to govern it.
That’s not a wish list, it’s how to generate AI Velocity.
Phase 01 · OPTIMIZED
Full Utilization. Total Flexibility.
Maximize every xPU. Increase AI workloads with multi-cloud autoscaling, predictable costs, and future-proofed architecture that adapts to your demand. Klique’s resource management transforms underutilized infrastructure into a fully optimized platform with governed compute access for every tenant. Unified policies govern resource allocation, quota management, and hierarchical prioritization, giving you granular control across all of it. Dynamic fractional GPU allocation enables multiple workloads to share one GPU instead of wasting compute. Get true multi-tenant isolation with per-tenant cost and usage tracking at scale. All of it hardware- and environment-agnostic by design, so your platform is ready for whatever comes next.
Orchestration
Phase 02 · ACCESSIBLE
Accessible Compute. On Demand.
Provide self-serve access to humans and agents, without exposing them to the infrastructure complexity underneath. Give your AI builders get self-serve access to governed compute. Your agents get scoped permissions and real identity, not shared service accounts. Your AI users building with Claude Code and Codex swap personal API keys for governed enterprise endpoints with a single click. Klique provides unified identity management, granular permissions, and resource allocation policies for every actor, human or non-human. AI Identity Federation plugs into your existing IdP, giving you one centralized place to manage access and credentials for both users and agents. IT defines the policies. The platform enforces them. One system for every permission, every identity, every action. Compliance-ready from day one.
Governance
Phase 03 · VISIBLE
AI Observability
A single control plane to manage, see, and govern everything happening in your AI infrastructure. Klique’s AI-aware observability tracks what generic monitoring tools can’t because it was built for AI workloads. Monitor compute utilization, cluster performance, and resource allocation in real time across every environment. Track non-human activity alongside human activity in the same dashboard. Answer the question your board is going to ask: “What are our AI agents doing, what are they consuming, and who authorized it?” Observability that drives decisions, not just dashboards. Track spend across compute, tokens, and services, adjust policies in real time, and measure the ROI of every AI investment.
AI Engine
Nothing reaches the bottom of this page without passing all three. There is no second path.
AI velocity isn’t a buzzword.
It’s a dashboard.
Prove it’s working with metrics your team can act on and your board can understand.
You ask the same questions every time: Show me utilization. Show me adoption. Show me the cost breakdown by department, team, and use case. Klique makes AI velocity measurable. Not vanity metrics. Operational KPIs that determine whether your AI infrastructure is a velocity engine or a cost center.
Enterprise IT
Monitor + chargeback
Quotas and budgets that hold. The cost attribution ops and finance need.
Providers + telcos
Billing integration
Into the external systems you already run. Per tenant, per resource.
GPU utilization and capacity
Compute usage vs. available capacity, by cluster, by team, by project. Idle hardware identified. Capacity forecasts that justify — or defer — the next purchase.
AI spend by business unit
Infrastructure and AI API consumption attributed to teams and projects. Chargeback reports finance trusts. The end of spreadsheet-based cost allocation.
Measure Agent Activity
Track agentic activity across every workflow: activation frequency, tokens consumed and generated, and cost per task. Full visibility from launch to spend.
Security and Compliance
RBAC across data, AI, agents, endpoints, and resources. Unified policies for resource allocation and access control through your existing SSO and IdP. Define it once. Enforce it for any actor. Everywhere.
Adoption by Team and Department
Active builders, live workspaces, and shipped deployments, tracked by team and department. Proof AI is actually being used, not just approved.
AI Velocity Score
One composite number across all five metrics. Track it quarterly. Benchmark across business units. The single KPI for your board slide.
The platform, in production
We said “AI Velocity Generator.” You’re thinking “prove it.”
Here’s the architecture. Control plane. Identity federation. GPU scheduling. Observability. All of it. No fluff. Explore the architecture →
Request A Demo
