See exactly what your AI pipeline costs, before it costs you.

Visual Pipeline Canvas

A drag-and-drop builder strictly mapped to 9 deterministic AI node primitives. Design RAG, multi-agent workflows, and LLM chains without production access.

• 019 strict node primitives (Routers, Re-rankers, Tool Calls)
• 02Import from LangChain, LlamaIndex, or YAML
• 03Version and fork pipeline architectures

Cost Simulation

Project true spend using mathematically precise calculations. Real-time pricing is updated daily via our Benchmark Engine scrapers.

• 01Breakdown by stage and request volume
• 02Simulate cache hit rates and retry policies
• 03Support for OpenAI, Anthropic, Cohere, Mistral and more

Latency Profiling

Identify bottlenecks before users do. Models per-stage latency using Monte Carlo simulations and empirical benchmark distributions.

• 01P95/P99 latency projections with Confidence Intervals
• 02Waterfall diagrams for stage contribution
• 03Parallel vs. sequential path modeling

Configuration Intelligence

Receive domain-aware guidance backed by research and benchmarks. We quantify the exact cost and latency tradeoffs of your parameter choices.

• 01Optimal vs. Suboptimal configuration assessments
• 02Research-backed citations for configuration changes
• 03Cost/Latency tradeoff quantification

Scenario Comparison

Run up to 5 pipeline variants side-by-side to find the optimal balance of speed, cost, and structural efficiency.

• 01Visual configuration diffing
• 02Scalability stress tests (10x - 100x traffic)
• 03Exportable PDF Intelligence Reports