Check your AI efficiency score against the benchmarks, in under two minutes.
Valistry

The AI value and governance engine

Maximize the value from every AI dollar.

See what AI costs, who owns it, what it delivers, and how it is governed. Start read-only, then let agents act as they earn your trust.

Start free with 30 days of Platform →

  • No prompts or replies by default
  • Checked against your bills

The accountability gap

AI spend is growing. Accountability is not.

Providers show usage. Finance sees invoices. Technology sees workloads. Valistry brings the three together, connects the cost to an owner and an outcome, and checks every AI tool against your policies.

As AI spend grows, leaders need to show what it delivers, and that it is used safely.

Maximizing value is a continuous loop.

Every month, you see what you saved and what it delivered.

  1. DiscoverEvery AI dollar, across every platform.
  2. AttributeEvery dollar, an owner and an outcome.
  3. OptimizeThe right model for each use case, backed by benchmarks.
  4. GovernApproved tools, clear owners, and compliance readiness.
See each action →

From recommending optimizations to letting agents make them.

Every recommendation comes with a choice: make the change yourself, or let an agent make it.

Read-only

Deep access

Access →

  1. 1RecommendYou make each change
  2. 2CopilotWe draft. You finish.
  3. 3AutopilotAgents act within your limits

Recommendation

Point test and dev keys at Claude Sonnet

Saves $1,342 a month

Done, and checked on the bill after

See how agents work →

Every AI tool, governed.

Approved tools, clear owners and compliance readiness, read from the systems you already use.

  1. Approved tools

    Every AI tool in use, and who decided. Including the AI people sign in to that nobody pays for.

    ApprovedOn trialNeeds reviewNot permitted

  2. Who has access

    Who holds each AI seat, former employees who still do, and an access review by team.

    A seat in useKeepA former employee’s seatRemove

  3. Compliance readiness

    How ready you are for the rules you answer to, each gap with how to close it, and the evidence for an audit.

    • European UnionGDPR
    • European UnionEU AI Act
    • IndiaSEBI
    • IndiaRBI
    • IndiaDPDP
    • Any countryISO 42001
    • United StatesNIST AI RMF
    • and more

Valistry shows how ready you are. It reads settings as on or off, never a prompt or a reply.

See how Valistry governs AI →

Connect what AI costs, and what it delivers.

Claude APIOpenAIAWS BedrockGitHub CopilotCursorOpenRouterAzure OpenAIClaude EnterpriseGoogle Vertex AIFireworks AIxAIAWS cost and usageGoogle Cloud billingAzure cost managementLangSmithBraintrustW&B WeaveChatGPT EnterpriseCodexChatGPT EnterpriseMicrosoft 365 CopilotGemini Code AssistWindsurfGitLab DuoPerplexity EnterpriseQdrant Cloud
Prolific human dataZendesk resolved casesFreshdesk resolved ticketsIntercom closed conversationsSalesforce opportunity stagesGitHub merged pull requestsGitLab merged merge requestsJira delivered issuesn8n workflow runsTwilio completed callsArrowhead call outcomesYellow.ai resolved conversationsSend results by webhookDevRev closed workPortkey gatewayLangfuseLiteLLM proxyHeliconeCloudflare AI GatewayOpenTelemetryBrowser extensionLinear completed issuesVercel AI GatewayDatabricksSnowflake CortexGoogle Workspace directory

59 sources: AI spend, seats, and the tickets, code and deals it produces. All connectors →

What makes Valistry different.

It ties every AI dollar to an outcome, governs AI, and acts as autonomously as you like.

  1. Every AI cost in one place

    Models, agents, seats, gateways such as LiteLLM, and credits, checked against each bill.

  2. Cost per outcome, not per token

    What a resolved ticket, a merged pull request or a won deal costs, and how AI-assisted work compares with a person's.

  3. Governance from real usage

    Every AI tool, including shadow AI, read from bills, seats and your directory.

  4. From read-only to autopilot

    Nothing to install to start, and no vendor prompts kept. Make each change yourself, or let agents act within your limits.

Frequently asked questions

What will I see after I connect one source?

Thirty days of that vendor's spend, checked against its bill, split by model, key and team where the source records them. Spend with no owner shows as its own number. Each source you add joins the same total.

How does Valistry work with an AI gateway?

Keep your gateway. Valistry reads it, and adds the rest. A gateway sees the calls sent through it; seats, coding tools and direct cloud calls never pass it. It prices each call from a price list. Valistry checks its figure against your invoice, with your rates and credits, and shows any difference. And a gateway sees tokens, never the resolved ticket or merged change each dollar produced. Valistry also shows every AI tool in use, and who approved it.

What is read, and what is never read?

Usage metadata: tokens, models, seats, timings and the tags a source carries. For governance: the AI apps in your directory, by name and count; who holds each seat; three vendor settings, as on or off. By default, never a prompt, a reply, a document or a conversation, and a test enforces it. Our code refuses any address a connector did not list. Each call it makes with your credential is logged for you to read, unless the log write fails.

How does Valistry help with governance and compliance?

It shows every AI tool in use and whether it is approved, who holds each AI seat, and how ready you are for rules such as GDPR, the EU AI Act, SEBI and RBI, with each gap and how to close it, and the evidence for an audit. It reads three vendor settings as on or off, never a prompt or a reply. It shows how ready you are; it never says you are compliant.

What does it cost?

Starter is free at any spend, for as long as you like: every AI dollar reconciled, the spike and its size, opportunities as a count and an amount. Platform starts with 30 days free, then is priced on your AI spend under management. It shows why, who owns it, what to do, governs every AI tool and seat, and sends alerts. Enterprise is Platform on an order form, for a group of organizations or a large estate.

Can Valistry make the changes?

Yes, when you are ready. Start read-only. Then let an agent make a change after you approve, or on its own within your limits. An agent that changes a vendor gets its own key for one job. A change made for a saving is checked on the bill after, and most can be undone.

More answers in the docs →

Know what AI costs. Prove what it returns.

Start read-only. Let agents act as they earn your trust.

Free to start. We read usage, bills and settings, never prompts or replies by default.