AI Agent Cost Intelligence

See what your AI spends.
Understand why.

Every runaway agent has a reason.
Every $42 task failure has a cause. Every wasted token has a fix.
Artha AI connects cost to behavior — in real time.

अर्थ — wealth · purpose · meaning

Get early access → See how it works

Prompt-level cost trace A/B model config testing GenAI feature P&L VARC governance scoring AI Debt paydown queue Cost-aware incident management LLM model arbitrage Runaway agent detection ServiceNow · Jira · PagerDuty Anthropic · OpenAI · Azure Prompt-level cost trace A/B model config testing GenAI feature P&L VARC governance scoring AI Debt paydown queue Cost-aware incident management LLM model arbitrage Runaway agent detection ServiceNow · Jira · PagerDuty Anthropic · OpenAI · Azure

Platform capabilities

Beyond cost dashboards.
True cost intelligence.

Artha AI goes beyond cost dashboards to deliver causal intelligence — connecting every dollar to every decision your agents make.

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Prompt Trace

Step-by-step cost breakdown per workflow turn. See exactly which prompt step cost $38 and why the reasoning chain expanded 4×.

CAUSAL

⚗

A/B Model Testing

Run controlled experiments on model configs. Quantify savings before routing to production. Ship the winner with one click.

OPTIMIZATION

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GenAI Feature P&L

Track margin per product feature powered by AI. Know which features are profitable and which are burning cash at -39% margin.

FINANCIAL

⚠

VARC Governance

8-dimensional behavioral scoring for every agent. When AGT-005 scores 24/100, Artha AI tells you the cost-to-fail: $19,480/mo.

GOVERNANCE

⬡

AI Debt Intelligence

Quantify deferred technical decisions as financial debt. Paydown queue ranked by impact-to-effort ratio. Benchmarked vs Deloitte.

STRATEGIC

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Cost-Aware Incidents

Every P1 incident has a $cost/day. ITSM integration with ServiceNow, Jira, and PagerDuty. Context-aware drill-throughs.

OPERATIONS

Competitive comparison

Beyond cost dashboards.

Most tools tell you what you spent. Artha AI tells you why, what to fix, and how much you'll save.

Capability Artha AI Others

Total inference spend dashboard ✓ ✓

Cost per agent / workflow ✓ ✓

Prompt-level step trace ✓ ✗

A/B model config testing ✓ ✗

GenAI feature P&L margin ✓ ✗

Behavioral governance scoring ✓ ✗

AI Debt quantification ✓ ✗

Causal root cause analysis ✓ partial

ITSM integration (cost-aware) ✓ ✗

Spend cap enforcement ✓ alerts only

How it works

From zero to insight
in 5 minutes.

No agents to install. No infrastructure changes. Connect your LLM provider key and see costs at the prompt level immediately.

01 — CONNECT

Link your LLM keys

Paste your Anthropic, OpenAI, or Azure OpenAI API key. Artha AI reads usage data directly — no SDK required, no code changes.

→

02 — DISCOVER

See your agent fleet

Artha AI maps your agents automatically — cost per task, runaway detection, VARC behavioral scores, LLM routing opportunities.

→

03 — ACT

Fix what costs you

AI Debt paydown queue ranks fixes by impact-to-effort. Run A/B tests. Ship model routing changes. Close incidents with ITSM integration.

Interactive demo

See Artha AI in action.

Pick an agent scenario. Watch Artha AI trace the cost, identify the problem, and prescribe the fix.

SELECT SCENARIO

CRITICAL

AGT-005 Runaway

$42.80 / task · 88 retries

HIGH

Feature P&L Debt

Report Generator · −39% margin

SAVINGS

LLM Arbitrage

67% cost reduction available

A/B TEST

Model Config Test

Haiku vs Sonnet · AB-001

COPILOT

FinOps Copilot

Natural language · instant answers

Early access

Know what your AI
actually costs.

Join the waitlist. First 50 teams get free onboarding and 3 months at 50% off. No credit card required.

See what your AI spends. Understand why.

Beyond cost dashboards.True cost intelligence.