Solutions / Finance & Platform

Cap runaway agent spend before the invoice arrives.

Autonomous agents now spend unattended, and the bill shows up after the fact. Tallin gives every AI actor (human, app, or agent) an owner, an approved model scope, and a budget with alerts and an automatic cutoff, so finance and platform teams attribute every request, freeze anomalies in the live path, and run the savings analysis.

Finance workflows

Every request gets attributed, every actor gets an owner, and budgets carry an automatic cutoff.

Provider invoices arrive late and explain little: not who spent it, not which agent looped overnight, not what ran outside sanctioned paths. Route AI through Tallin and the answer is attributed before the bill.

Attribution
Attribute spend to an owner, team, app, or agent, not a line on a provider invoice.
Per-actor budget
Set a per-actor budget; Tallin alerts before the threshold and cuts off new requests after it.
Scope + anomalies
Restrict each actor's approved model scope and freeze anomalous spend automatically in the live request path.
Honest reporting
Show covered and uncovered spend separately, then prepare leadership summaries and board packs without hiding the gaps.

Cost authority

Separate invoice-grade dollars from activity-only telemetry.

Tallin keeps cloud billing, provider telemetry, gateway costs, expense imports, and SSO or CASB discovery separate until the evidence supports a rollup. Finance gets a usable total without pretending every signal has the same authority. Direct provider calls made outside Tallin stay reported as uncovered, never silently folded into the number.

Signal coverage

Sources grouped by how buyers think.

no endpoint agents to install
AI providersOpenAI, Anthropic, Copilot, GeminiOBSERVED
Cloud billingAWS Bedrock, Azure OpenAI, Vertex AIINFERRED
IdentityOkta, Entra, Google WorkspaceOBSERVED
Network / CASBDefender, Cloudflare, Netskope, ZscalerOBSERVED
SIEM logsSentinel, Splunk, uploadsINFERRED
Gateway route
Tallin gateway route diagramA workload key sends traffic through Tallin, where policy checks determine the provider route and the request is recorded in ledger and audit evidence.Workload keyper app or toolPolicy checktier, cap, freezeProvider routeOpenAI, AnthropicLedger + auditsource attached
Compatible routes/v1/messages, /v1/responses, /v1/chat/completions
Employee attributionHelper tokens keep shared tools person-level.
Evidence boundaryMetadata-only mode stores no prompt content.

Runtime cost control

Put an owner and a budget on high-spend agent traffic before the invoice.

For sanctioned apps, developer tools, and autonomous agents, the gateway lets finance and platform teams assign owners, cap model scope, enforce per-actor budgets, and freeze anomalous spend in the live request path, before the monthly invoice arrives. When an agent misbehaves, disable its Tallin-mediated model access in one click; the savings analysis estimates the opportunity with its assumptions and confidence attached.

Join the design partner cohort.

Tell us about your AI actors, provider stack, and the runaway spend or policy gaps you need to close. We will help you decide whether Tallin is a fit for the first cohort.