Splyntra
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Solutions · Cost Governance

Enterprise AI FinOps & runaway loop cost governance

Autonomous agents can silently burn budgets with recursive loops, repetitive RAG calls, and unoptimized prompts. Splyntra delivers real-time spend attribution, automated circuit breakers, and prompt caching insights.

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Live Telemetry Feed
OTLP/gRPC
agent.run.execution200 OK · 412ms
planner_agent.execute_tool()
security.risk_score0 / 100 · Clean
DLP check: 0 secrets, 0 PII detected
finops.token_cost$0.0034 · Cached (84%)
Claude 3.5 Sonnet / 1,420 tokens
Per-Span
Cost Attribution
Every token priced in real time.
90%
Cache Savings
Optimize Anthropic & OpenAI prompt caching.
Zero Runaway
Loop Protection
Hard spend & loop circuit breakers.
Chargeback
Department Billing
Multi-tenant cost center allocation.

Engineered for high-throughput autonomous agents

Every capability is built into the OpenTelemetry streaming pipeline with sub-millisecond ingestion overhead.

01Circuit Breakers

Automated Loop & Spend Circuit Breakers

Set hard monetary and step-count thresholds per agent run. Terminate non-deterministic death spirals before they generate massive cloud bills.

  • ✓Abort runs that exceed configured dollar or token thresholds
  • ✓Detect repetitive tool call loops with identical arguments
  • ✓Automatic notification sent to engineering on loop aborts
02Cache ROI

Prompt Caching & ROI Optimization

Analyze multi-turn conversation structures to take full advantage of Anthropic's 90% prompt cache discount and OpenAI prefix caching.

  • ✓Visual indicator of cached vs non-cached token ratios
  • ✓Recommendations on restructuring system prompts for higher cache hits
  • ✓Track monthly dollar savings from prompt caching optimizations
03Cost Centers

Departmental Chargebacks & Quotas

Allocate token spend across teams, projects, environments, and business units with granular budget caps and automated alerts.

  • ✓Tag traces with custom project and cost center metadata
  • ✓Set monthly spend quotas with tiered warning thresholds
  • ✓Export raw usage CSVs for enterprise accounting reconciliation

Frequently Asked Questions

How does Splyntra stop an agent that has entered an infinite loop?▼
The Splyntra SDK evaluates cumulative run cost and step counts after each span. If a threshold is crossed, it raises a `BudgetExceededException` or executes a configured fallback strategy.
Does Splyntra account for reasoning model pricing like OpenAI o1/o3?▼
Yes. Splyntra explicitly separates reasoning tokens from standard output tokens and applies the exact pricing model published by OpenAI.

Related Platform Features & Guides

PlatformCost Intelligence & FinOps →IntegrationsLLM Providers →PlatformTraces & Replay →

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