Frequently asked questions

Because the problem was never the technology. AI tools give you capability. They don't give you implementation. Nothing changed in your operation because no one was accountable for making it work inside your specific processes. That's the gap we fill. We don't sell software. We put an AI Orchestrator inside your business who maps the work, finds the manual work draining money and time, and builds AI systems that recover both.

Yes. Consultants diagnose and hand over a document. We build. The person who identifies the opportunity is the same person who ships the solution. No handoff, no "now it's up to your team." The deliverable is working software in your systems, not a PDF. That's the difference between an AI Orchestrator and a consultant.

Most AI projects don't fail because the technology doesn't work. They fail because nobody owns the process from business problem to production deployment. The gap isn't the model. It's the implementation. The AI Orchestrator exists to close that gap by combining business analysis, architecture, engineering, and delivery ownership in a single role.

You may eventually choose to. The challenge is that most companies don't need a full-time AI Orchestrator; they need one to identify and implement the highest-value opportunities. Hiring requires finding someone who understands operations, software engineering, systems architecture, and AI implementation. Most companies struggle to find that combination in a single hire. We provide it immediately, then leave you with systems you fully own.

Two things. First, we start with a $500 diagnostic, not a free sales call. It produces a real dollar figure for the problem and a real scope for the solution. You own that output regardless of whether you engage us. Second, the engagement letter defines acceptance criteria before work begins. You don't pay the second 50% until those criteria are met.

This is a role that AI created.

Before AI, turning an operational problem into working software required a business analyst, an architect, engineers, and a DevOps team. AI compressed that work. An AI Orchestrator spans all four disciplines: they map your processes, identify what AI should handle, build the solution, and own the full lifecycle through deployment and monitoring. They're not consultants waiting to be told what to build. They find the problem, build the case, and ship the fix.

Think of an AI Orchestrator as the person between operations and engineering.

They understand how the business works, identify the processes creating the most friction, and then build the systems that remove it. Unlike a consultant, they don't stop at recommendations. Unlike a traditional engineer, they don't wait for someone else to define the problem.

They own the outcome from diagnosis through deployment.

A senior AI-native engineer who embeds directly in your product team and ships AI capabilities inside your codebase: LLM integrations, agent workflows, AI infrastructure, conversational interfaces, and production AI ops. OpenAI, Google, Palantir, and Anthropic have all launched FDE programs. Every single one requires Fortune 500 scale. We serve the mid-market: no enterprise contract minimums, no multi-year procurement cycle.

They serve different buyers with different problems:

• AI Orchestrator: For CEOs and COOs at mid-market companies. Finds where the operation is losing money and builds the systems to recover it.
• Forward Deployed Engineer: For CTOs and VPs of Engineering who need additional AI-native engineering capacity. One or more engineers embed directly into your team and work inside your processes, roadmap, and management structure.
• Squads: For organisations that want Creative Chaos to own delivery. We provide the engineers, delivery leadership, governance, and execution management required to run the workstream from end to end.

Pricing depends on the engagement model.

AI Orchestrator engagements are priced as 35% of the year-one value identified during the diagnostic and agreed by both parties. Payment is 50% on signing and 50% on acceptance of defined deliverables.

Forward Deployed Engineers and Squads are scoped based on the level of engineering capacity, delivery requirements, and engagement duration required.

Regardless of engagement type, there are no hourly rates, no change-order fees, and no surprise costs introduced mid-project.

Two to three hours with an AI Orchestrator. They map your highest-cost manual process, build a dollar value for that problem with you, and give you a clear answer: is there enough here to justify a build? At the end, you have a defined scope, a value estimate, and acceptance criteria — whether you engage us or not. If the answer is no, you've spent $500 to find out. That's the point.

For AI Orchestrator engagements, the diagnostic produces a real business case, not a sales pitch. The $500 keeps the process honest on both sides and makes this accessible to companies that aren't Fortune 500. This is not a six-week paid discovery phase costing $40K. It's the fastest credible path to knowing whether AI can materially change your operation.

Acceptance criteria are defined before work begins. The second 50% of the fee doesn't release until those criteria are met. Beyond that, the diagnostic quantifies the opportunity conservatively. We don't build business cases that depend on perfect conditions, maximum adoption, and zero friction. The number in the engagement letter is one we expect to defend.

No. No hourly rates. No change order fees. No optimisation retainer appended at the end. All code, workflows, and deployments live in your accounts from day one — if you walk away, everything keeps running. Optional maintenance is available after delivery with 30 days' notice to stop. You own the work completely.

Nothing. The diagnostic is designed to work with whatever state your operation is in. Your data doesn't need to be clean. Your processes don't need to be documented. The AI Orchestrator's job is to map the actual work, not confirm a pre-written problem statement.

Beyond participating in key decisions and providing access to the relevant systems, the burden on your team is intentionally kept light.

The AI Orchestrator embeds in your Slack, your codebase, and your tools. They're not waiting for requirements documents or weekly status reports. The whole point is to remove operational burden from your team, not add another project to manage.

We don't publish timelines in marketing copy because the honest answer depends on what we find. Scope, including timeline, is defined during the diagnostic. Once the engagement is scoped, you know exactly what ships and when before you sign anything. What we won't do is promise "results in four weeks" to close a deal and quietly extend later.

Everything is yours. All code lives in your repo. All workflows run in your accounts. All documentation lives in your systems. There is no dependency on Creative Chaos tools or infrastructure. The engagement ends; the software keeps working. You can stop at any point, and nothing breaks.

Book a diagnostic. Two to three hours. An AI Orchestrator walks through your operation, identifies the highest-cost manual process, and builds a dollar figure for the opportunity with you. At the end, you have a clear picture of what's possible and a defined scope for a build. No obligation beyond the $500 diagnostic fee. Click here to book a diagnostic.

That's exactly what the diagnostic is designed to answer. It's not a sales call, it's an analysis. If there isn't a compelling opportunity, we'll tell you. If the timing is wrong, we'll say so. $500 for a clear answer beats another year of wondering whether AI can materially change your operation.