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Stop your AI from trusting its gut. Force it to check intuition against actual probability before every conclusion.

An AI suggested 'build a pilot and iterate' for a complex system requiring 18 months of structural validation. This tool forces it to simulate the complete system in its mind, prove it mathematically, and find resonance instead of brute-force scaling.

LLMs cannot distinguish system instructions from user input. This tool forces 5-layer injection defense analysis: intent isolation, privilege containment, indirect vector scanning, output sanitization, and scope enforcement. OWASP LLM Top 10 #1 compliance.

A product had settings menus with 47 options and 15 integrations. This tool forces it to kill features, absorb complexity, and own the whole experience.

A marketing team asked an AI to analyze campaign data. The AI reported 'significant correlation between email frequency and purchase rate (p<0.05).' The team tripled emails. Unsubscribes spiked 340%. Sample: N=47 self-selected respondents, no power analysis. Correlation: observational, no confounders. Distribution: right-skewed but mean used. p=0.043 but Cohen's d=0.12. Trivial. Chart: truncated Y-axis making a 2% difference look enormous. This tool forces five axes: sample validity, causal inference, distribution awareness, significance with effect size, and visualization integrity.

Manage civic services, permits, and inspections via Accela. Search records, schedule inspections, and manage land parcels directly from any AI agent.

Manage game backend services via AccelByte. Handle users, achievements, leaderboards, and orders directly from your AI agent.

Manage construction and engineering projects via Aconex. List projects, search directories, copy projects, and invite users directly from any AI agent.

Access real-time flight status, airport flight information displays (FIDS), historical flight data, and airport delay statistics directly from your AI agent.

Manage Aiven cloud infrastructure. Provision databases, manage projects, and monitor services directly from your AI agent.

Manage CI/CD pipelines, users, roles, and collaborators on AppVeyor directly from your AI agent.

Manage documentation spaces, sync OpenAPI specs, and organize technical knowledge directly from your AI agent.

Interact with the Arweave permaweb. Query network info, check wallet balances, inspect transactions, and calculate storage costs directly from your AI agent.

Manage authorization policies and evaluate access control decisions via Aserto. Run Rego queries, check user permissions, and audit decision logs.

Automate API testing and monitoring via Assertible. Trigger deployments, run service tests, and sync specifications directly from any AI agent.

Manage events, contacts, and speakers via Aventri. List events, search contacts, and clone event modules directly from your AI agent.

Manage staffing and recruiting workflows via Avionte. Query talent profiles, work history, company details, and department data directly from your AI agent.

Access real-time electricity prices from aWATTar. Retrieve EPEX Spot market data and optimized YAML stats for home automation directly from your AI agent.

Manage recruitment workflows and ATS data via Bullhorn. Retrieve, create, update, and delete entities, notes, and associations directly from any AI agent.

Automate scheduling via Cal.com. Manage bookings, event types, and availability directly from any AI agent.

Automate background checks and screenings for HR and Property Management via Certn. Invite applicants, run quickscreens, and retrieve reports.

Automate flight tracking and aviation data via Cirium. Monitor flight statuses, airport traffic, and global schedules directly from any AI agent.

Manage your healthcare practice via Cliniko. Handle appointments, patient records, practitioners, and treatment notes directly from any AI agent.

Automate mobile CI/CD workflows. Trigger builds, manage artifacts, and update environment variables directly from your AI agent.

Manage your e-commerce store via Commerce.js. List products, manage carts, and handle orders directly from any AI agent.

Automate AML and KYC compliance. Screen entities, manage search history, and monitor risks directly from your AI agent.

Manage webhooks with Convoy. Create endpoints, broadcast events, and monitor delivery directly from your AI agent.

Manage observability, logs, and parsing rules via Coralogix. Ingest logs, monitor SLOs, and control Grafana dashboards directly.

Manage and query content from CrafterCMS. Fetch pages, components, and trees, execute GraphQL/OpenSearch queries, and manage engine cache directly from your AI agent.

Automate customer engagement via Customer.io. Track events, manage profiles, and trigger multi-channel campaigns directly from any AI agent.

Search over 732 million legal records, track court dockets, and extract AI-powered insights from PACER and state courts.

Convert HTML to professional PDFs and Excel spreadsheets using the high-quality Prince XML engine.