Plan Before You Build
Practical AI architecture planning tools. Estimate cost, capacity, context usage, vector storage, agent workflow complexity, and governance readiness — before writing a single line of code.
Cost & Capacity Calculators
Context Window Calculator
Estimate usable context after prompts, tools, memory, and retrieved chunks.
LLM Inference Cost Calculator
Estimate daily and monthly cost of running an LLM workload in production.
RAG Vector DB Cost Calculator
Estimate chunk count, embedding storage, vector index size, and DB cost.
Agent Cost Calculator
Estimate the real cost of agentic workflows with multi-step LLM calls, tools, and retries.
Architecture Calculators
NL-to-SQL Complexity Calculator
Assess complexity and risk of building an NL-to-SQL system over enterprise data.
GPU vs API Break-Even Calculator
Compare hosted API usage versus self-hosted GPU inference costs.
RAG Chunking Calculator
Estimate chunk counts, overlap waste, and retrieval trade-offs for chunking strategies.
Decision Calculators
AI Governance Readiness Checker
Assess whether your AI use case has sufficient governance controls for enterprise deployment.
AI Architecture Pattern Selector
Choose between RAG, GraphRAG, NL-to-SQL, fine-tuning, and agentic workflow patterns.
LLM Model Selection Calculator
Choose the right class of model for your workload — latency, accuracy, privacy, and cost.
Looking for vector databases, observability tools, LLM platforms, or agent frameworks?
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