# Mindscale

> AI & Automation Consultancy based in Melbourne, Australia. Website: https://mindscale.com.au

Mindscale is an independent consultancy bridging the gap between enterprise reality and agentic AI capability. We build fixed-scope operational systems and agentic AI tools that businesses actually need with zero surprises.

## Primary Services

- **Business Automation** (https://mindscale.com.au/services/business-automation): Multi-platform integration using Power Automate, n8n, and Make. Bridges Microsoft 365, Salesforce, and legacy ERPs.
- **AI Operations** (https://mindscale.com.au/services/ai-operations): Custom governed multi-agent workflows using Anthropic, OpenAI, and CrewAI. MCP-enabled tools with strict guardrails and human-in-the-loop safeguards.
- **Agentic Data Engineering** (https://mindscale.com.au/services/agentic-data-engineering): Make proprietary data AI-ready with unstructured data pipelines, vector database setups, and automated OCR extraction.
- **Marketing Technology** (https://mindscale.com.au/services/marketing-technology): Lifecycle orchestration, platform hygiene, and API middleware for high-end marketing suites (Salesforce, HubSpot, Adobe, Marketo).
- **Business Growth Strategy** (https://mindscale.com.au/services/growth-strategy): Evidence-based growth positioning and positioning strategy.

## Interactive Tools & Audits

- **AI Readiness Audit** (https://mindscale.com.au/ai-readiness-audit): A 10-question scorecard assessing organizational AI maturity across technology integration, data readiness, and automation.
- **ROI Calculator** (https://mindscale.com.au/calculator): Financial analysis tool demonstrating manual task costs versus automated capacity gains.
- **The Machine Bottleneck Game** (https://mindscale.com.au/the-machine): Interactive visual bottleneck simulator illustrating pipeline optimization and self-healing systems.

## Resources & Research (Mindscale Labs)

- **Labs Hub** (https://mindscale.com.au/labs): Overview of all research, tools, libraries, and publications.
- **Prompt Library** (https://mindscale.com.au/labs/prompt-library): Hand-curated system prompts, prompt architectures, and structural templates for LLMs.
- **Skill Library** (https://mindscale.com.au/labs/skill-library): Modular skills and tool definitions for AI agents.
- **Articles & Research** (https://mindscale.com.au/labs/articles): Technical publications detailing agentic workflows, SLMs, Model Context Protocol (MCP), and AI engineering case studies.
- **Full Text Reference** (https://mindscale.com.au/llms-full.txt): Complete uncompressed textual context for AI crawlers.