A method for making a company AI-native.
Becoming AI-first isn't a tool rollout. It's a change across four interdependent dimensions — People, Processes, Platforms, Playbook — delivered in a focused 100-day engagement. Weakness in any one caps the value of the others, so we work all four at once.
Fluency & culture
- AI fluency training for every employee — not just the technical team
- New role definitions and success metrics built around AI leverage
- The cultural shift from "doing the work" to "directing the AI"
- Change management and resistance handling, head-on
Human-to-AI workflows
- Identify the high-leverage workflows worth redesigning first
- Move from human-to-human to human-to-AI processes
- Eliminate unnecessary meetings and coordination overhead
- Build AI-first standard operating procedures that stick
An AI-native stack
- A unified AI-native operating system — Aurora Works
- An intelligent automation layer wired into existing systems
- A single source of truth and identity control
- Model routing and cost intelligence — best output, lowest token cost
Governed, measured, scaled
- A 100-day transformation methodology with clear milestones
- A governance, risk, and compliance framework
- An ROI measurement and tracking system tied to the P&L
- A continuous-improvement and scaling engine
Embedded from day one. Measured by day 100.
A fixed-scope, intensive engagement that converts core operations to an AI-first model — culture, workflows, org structure, and tools.
Diagnose
Map where AI creates the most leverage. Audit workflows, org structure, and the current tool spend we'll replace.
Redesign
Rebuild the highest-leverage workflows around AI. Redefine roles, KPIs, and the operating rhythm.
Deploy
Roll out Aurora Works and the automation layer. Train every team to direct the AI, not just use it.
Embed & measure
Lock in governance, stand up ROI tracking against the P&L, and hand over a continuous-improvement engine.
Incentives, fully aligned.
Three layers — structured so Aurora Native only succeeds when you do.
100-Day HQ Transformation
A fixed-scope, intensive engagement that converts core operations to an AI-first model. Charged as an upfront fee — the foundation everything else builds on.
Tech-stack subscription
A recurring subscription for Aurora Works, Outsider, and future tools — guaranteed cheaper than your current equivalent tools. The switch pays for itself from day one.
Accompaniment + success bonuses
Ongoing tracking against KPIs, plus Year 1 and Year 2 success bonuses tied to P&L metrics. If the transformation doesn't work, we don't collect.
Ready to run differently?
Tell us about your company. We'll show you where AI creates the most leverage.