Nine diagnostics, one specific answer each.
Readiness, cost, architecture, agents, technical debt, and build, buy, or partner decisions. Each ends in a score or recommendation, not a generic report.
Free AI engineering tools from Crescent AI for evaluating AI readiness, production reliability, architecture, agent suitability, technical debt, and build, buy, or partner decisions. No signup required to see results.
AI Readiness
AI Readiness Score
8 questions. Find out where your business stands on AI readiness and get a personalised tier - AI-Ready, Getting There, Early Stage, or Starting Out.
AI Production Readiness Assessment
9 questions across architecture, evaluation, reliability, security, observability, cost, scalability, governance, and operations. A 0-100 score and your top 5 risks.
AI Agents
Agent Readiness Assessment
8 questions about the task, not the technology. A recommendation: AI agent, deterministic workflow, or hybrid, including when the honest answer is don't use an agent.
Multi-Agent Fit Assessment
8 questions about decomposition, coordination, and governance readiness. A recommendation: multi-agent system, single agent, or no agent at all.
AI Cost & Operations
AI Cost Calculator
Model, tokens, agent loops, tool calls, retrieval, infrastructure, and retries. Current monthly cost, cost at 10x usage, and a potential optimization estimate.
AI Technical Debt Calculator
10 questions across your AI systems, models, agents, prompts, and governance. A debt score out of 100, a severity rating, and where the debt is concentrating.
AI Strategy
Build vs Buy vs Partner
8 questions about differentiation, expertise, timeline, and budget. A recommendation: build in-house, buy off the shelf, or bring in a partner.
AI ROI Reality Check
8 questions about baseline, ownership, and scale. A score on whether your AI project is actually set up to show measurable return.
Common questions.
Ready to Act on Your Numbers?
Every tool points to the same outcome: time and money being left on the table. We'll help you recover it - starting with a 30-minute strategy call.
NDA available on request · Scoped engagements · No surprise fees