MCP at Scale: 97 Million Downloads and the Linux Foundation Era
Model Context Protocol is now the de facto industry standard for AI integrations. What MCP v2 and Linux Foundation governance mean for enterprise architecture.
Publishing Q2 2026
Adelaide // Intelligence in Motion
Free scope. Free build. You only pay if it works.
Tailored Claude-native agents on Anthropic's A/A/A x 4D methodology. Pick how you pay: PAYG, upfront, self-hosted, or managed monthly.
PAYG · Upfront · Self-hosted · Managed
Four commercial formats. Equal options. Pick what fits.
Global Reach // Local Expertise
AWSGoogle CloudMicrosoft AzureAnthropic
Claude CodeModel Context ProtocolAgent SDKClaude for EnterpriseClaude Opus 4.7Claude Sonnet 4.6Claude CoworkClaude Code PluginsCustom Agent TrainingAI ObservabilityAWS BedrockGoogle Vertex AIMicrosoft Azure AI
Specialising in Anthropic Claude for Australian enterprise
Core Capabilities
What We Do
Six productised offerings, each anchored to one square on Anthropic’s A/A/A x 4D framework.
Claude Code & AI Development
Augmentation done properly — Claude Code wired to your codebase patterns, your tests, your review checklist. Pair-programming where the engineer makes meaningful decisions and Claude does the typing.
20-60% productivity improvement
Learn more →MCP System Integration
Connect all your business systems through one protocol. No more custom integrations for every platform.
80% reduction in integration time
Learn more →Autonomous Agent Development
Custom AI agents that monitor, respond, and execute complex workflows without constant human intervention.
90% faster response times
Learn more →AI Governance & Compliance
Audit-trail, policy controls, and review gates that meet Australian Privacy Act and workplace regulations — built into every agent we ship.
Privacy Act & IRAP compliant
Learn more →Custom Agent Training & Fine-Tuning
Purpose-built AI agents trained on your workflows using reinforcement learning, RLHF, and custom fine-tuning for maximum task-specific performance.
Custom-trained for your workflows
Learn more →AI Observability
Full-stack monitoring, logging, and auditability for agentic systems — from development pipelines to production deployments.
Complete pipeline visibility
Learn more →Pilots stall. Production ships.
We run our own business on the same fleet we build for clients — so the proof is not in slideware. It’s in the agents.
40
agents in production across our own business
8
internal teams running on the fleet we sell
11/11
staff C1-certified on Anthropic's AI Fluency framework
First-party numbers from our own fleet. What you can verify before you book →
How We Work
01
01
Assess
We map your workflows and identify highest-impact AI opportunities.
02
02
Architect
We design the Claude-native agent — your workflow, your data, your governance gates.
03
03
Accelerate
We deploy to production and train your team to maintain velocity.
Why Adaptation AI
15-year operational heritage
Adaptation IO has been trading on the AU register since 2009 — verifiable on ABR. Combined with Willie's 8 years pre-GPT applied ML, an AU competitor would need to wait until 2041 to claim equivalent elapsed time.
A/A/A x 4D fluency, end-to-end
Anthropic's AI Fluency framework — Automation, Augmentation, Agency plus the four practitioner skills — is the spine of our website, our pricing, our methodology, and our team certifications. 11 of 11 staff C1, Paul C2, all four CPN courses 100%.
Honesty-as-positioning
Mid-credential dating, public 8-rung ladder, six named-vertical diligence PDFs, and a 40-agent fleet running our own business. Surveyed 10 AU competitors — zero match this trust architecture.
Research & Analysis
AI Governance in Australia: A Practical Framework
Navigating the Privacy Act 2026, IRAP, and emerging AI regulations whilst maintaining deployment velocity.
Publishing Q2 2026
34.9285°S, 138.6007°E
Designed in Adelaide, Built for the World.
We pride ourselves on local accountability and global standards. Our consultants work directly with your team to ensure that the AI we build is not just smart, but culturally and operationally resonant.
Adelaide Tech Hub
Adelaide, South Australia
AU
Australian Data Sovereignty
AWS Sydney, Google Cloud, Azure — your data stays local
Ready to move from AI pilots to production?
Free scope, free build, you only pay if it works. 30-min call books straight to a real engineer.