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You can see what AI costs to build. Can you see what it costs to run?

Most enterprises can track their AI subscriptions and build spend. Far fewer can see what their agents cost once they are live: many model calls per task, across providers, triggered by events rather than by people. Control Plane puts all of it, build and run, in one view — attributable by agent, use case, and model.

You can govern a handful of agents.Can you govern a hundred?

Governing a few agents is straightforward. As you scale out, it breaks: hundreds of agents acting on their own, each taking actions no human reviewed, across systems that matter. Human oversight stays flat while agent numbers climb, so accountability blurs and risk grows with every agent you add.

Novie gives every agent a named owner, clear guardrails, and a full audit trail. Oversight scales with the fleet, not with your team, so you can add agents without losing track of who did what, and why.

What a human reviewsLimit of human governanceThe governance gapAgents acting unreviewedAs agents scale, more falls below the line

The control plane, in full view.

Cost, model usage, and controls: all visible, accountable, and in one place.

  1. Rein in spend before the invoice arrives

    Live budgets and caps at the org, team, and project level, with pace tracked against an ideal burn-down and an early projection when you’re heading over.

  2. Every model, in one clear view

    Commercial, open-weight, and private models side by side. See the weekly mix at a glance and route on cost, latency, availability, and policy.

  3. Nothing slips past oversight

    Over-limit and near-limit alerts surface the moment a project drifts, and budget increases are routed for review — so spend decisions stay with a named human.

  4. See exactly where every dollar goes

    Drill from the whole organisation down to a single team, project, or person: the same clear view at every level.

Budget · Org limits
  • Used$8,42084% of $10,000
  • Remaining$1,58016% left · 6 days
  • Projected$10,400$400 over cap

Spend pace vs budget

Monthly budget · resets Aug 1 · 6 days left

Usage · model
  • GPT-4o$3,68044% of tokens2%
  • Claude Sonnet 4.5$3,20038% of tokens4%
  • Qwen-Max$820.01% of tokens1%

Weekly model mix

  • GPT-4o
  • Claude Sonnet 4.5
  • Qwen-Max
  • GPT-4o-mini
  • Gemini 2.0 Flash
  • Other
Over-limit alerts
  • Over budget1
  • Near limit2
  • Requests2
  1. B+ Mobile App118% · $900 over $5,000 cap2h
  2. ABC Finance92% · $400 left of $5,000 cap4h
  3. Data Platform88% · $600 left of $5,000 cap1d
  4. Sarah Chenwants more budget for Growth+$2,0006h
  5. David Kimwants more budget for Customer Portal+$1,5001d

View all in settings

Budget · Top members
  • Engineering
  • Product
  • Data / ML
  • Design
  • Growth
  • Sales Eng

35 of 63 members · size = spend

From scattered AIto accountable execution.

  1. 01

    Visible AI

    See who built what, what it can touch, and what it is doing, with audit trails where they count.

  2. 02

    Controlled spend

    Budgets, alerts, and model selection keep cost in check before the invoice arrives.

  3. 03

    Model resilience

    Switching across providers on cost, latency, availability, and policy, with failover when one wobbles.

  4. 04

    Production, not prototypes

    An idea carried to production and kept improving after go-live, closing the Day 2 gap where pilots stall.

  5. 05

    Enterprise memory

    Prompts, workflows, and decisions retained from every build, so each project starts ahead of the last.

The people closest to the problemcan now build the solution.

Anyone in your business can describe a problem in plain language. Novie’s agents shape the business case and ROI up front, so weak ideas are filtered out before a dollar is spent. Every build starts governed: risk is assessed at design time and routed through the right approval path. Your people move fast. You keep full control.

Build the intelligenceyour organisation compounds.

Talk to our team