A method for making a company AI-native.
Becoming AI-first isn't a tool rollout. It's a change across three dimensions — People, Processes, Platforms — worked in parallel, because weakness in any one caps the value of the others. The fourth P, the Playbook, is how we deliver that change: staged, governed, and measured.
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 staged 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
From first conversation to compounding results.
Every engagement runs through three phases — with a clear decision point before the major commitment.
Diagnostic & Plan
A paid, fixed-scope analysis of your processes, people, and data. We establish the baseline and deliver the plan for the transformation — goals, KPIs, roadmap, and the offer. Low-commitment: you can stop here. Most don't.
The Transformation
Forward Deployed Engineers embed and build the data, automation, and Aurora Works layer — while culture & HR consultants run fluency training and role redesign. All three dimensions in parallel — run by the Playbook.
Accompaniment & Scale
Ongoing tracking against the baseline, continuous improvement, and scaling AI-first across the organization. Where the subscription and success bonuses live.
A team inside your company — and progress you can watch.
Every project gets the team it actually needs, assembled for the job — and it works from inside your organization, not from our office.
Strategy-firm rigor, operator mandate
Senior consultants with backgrounds at major strategy firms lead the diagnostic, the operating-model redesign, and executive alignment — hired for how they think, deployed to implement, not to present.
Forward Deployed Engineers
Engineers who work directly inside your organization — sitting with your teams, connecting your data, building the automations and the platform inside the real workflows, not in a lab.
The transformation dashboard
Every workstream, milestone, and KPI is tracked live in a transformation dashboard your leadership can open at any moment. Progress is constantly visible — never a surprise saved for a steering meeting.
Incentives, fully aligned.
Three layers — structured so Aurora Native only succeeds when you do.
The 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.
We'll bet on your P&L — once we've earned the mandate.
Almost no one in this market will work at cost and take their upside from your results. We will. But that model only works with a full mandate — and we don't expect you to hand that to a partner who hasn't proven anything yet. So most engagements start smaller, on purpose.
Processes & platforms
A bounded implementation — one workflow rebuilt around AI, software customized and deployed into your existing stack, one part of the operation automated end to end. Standard commercial terms, a result you can measure in weeks.
People & fluency
The people track on its own — fluency assessment across the team, training, and role and KPI redesign for one department. The fastest way to see what changes when a team stops doing the work and starts directing it.
At cost + a share of the result
The whole company, all three dimensions, with our fee tied to your P&L. This is where the model gets radical — and why it needs full commitment: we can only guarantee an outcome we're allowed to control. Partial access means partial results, and the success fee stops making sense for either side.
Most clients start with a scoped project and move to the full mandate once the evidence is in. That isn't a fallback — it's the sequence we recommend.
Ready to run differently?
Tell us about your company. We'll show you where AI creates the most leverage.