Consulting / AI Consulting Services

AI Consulting Services From Operators Who Ship Every Week

Productized strategy sprints, custom agent and RAG builds, and senior advisory from a team that runs a 9-product agent stack on Cloudflare Workers every day. No slideware. No "AI thought leadership." Real systems, deployed on your account, owned by you.

AI consulting services overview

Overview video coming soon

A 60-second walkthrough of how engagements run.

Who this is for

SMB and mid-market operators ($1M to $25M) evaluating where AI actually adds margin, not where it adds buzzwords.

Agencies and consultancies looking to add AI as a real revenue line or get unstuck on a build they started.

Founders shipping an AI product who need architecture review, model selection, RAG vs fine-tune calls, and production hardening.

Executive teams who need a senior outside voice for board-level AI strategy without committing to a full-time hire.

What we cover

Engineering and operating consulting around AI. Not life coaching. Not securities advice. Not academic ML research.

What we cover

  • • AI strategy and roadmap, where AI adds margin and where it does not
  • • Agent design, single-agent and multi-agent, tool-use, memory, evals
  • • RAG and GraphRAG architecture, chunking, embeddings, retrieval evaluation
  • • Edge AI on Cloudflare Workers, Workers AI, Workflows, Durable Objects
  • • Model selection across Workers AI and Gemini, and when not to use AI at all
  • • AEO and answer-engine strategy, showing up in AI answers and not just blue links
  • • AI ops automation, replacing manual workflows with agents
  • • Voice AI, lead capture, and AEO scoring as production services

What we refer out

Sector-licensed work, specialists only.

  • • AI legal advice, IP filings, model-licensing negotiation, IP attorney
  • • Healthcare, regulated finance, regulated insurance use cases, sector-licensed specialists
  • • Securities offerings or AI-startup capital raise, securities attorney plus investment banker
  • • Pure ML research, novel model training from scratch, research lab partners
  • • Generic life or career coaching, try a coach and not us
  • • Get-rich-quick AI schemes, MLM AI products, we do not do this work

Why us

  • We run a 9-product Magic Family agent stack on Cloudflare Workers, serving end-clients and consultant resellers.

  • We deployed agentic automation that replaced manual ops triage in our own ops-os and CloudClaw stacks.

  • We built and run AI lead capture, voice agents, and AEO scoring as production services, not slideware.

Magic Sites is where it starts. Services are where it scales.

Your site is a front door. What happens once traffic arrives — whether you show up in AI answers, whether leads get routed, whether knowledge gets retrieved, whether humans get replaced with agents — is where real leverage lives. We ship that layer, too.

Aura Media Studios · Services positioning

Engagement options

Three tiers. Productized sprints, custom builds, and senior block hours. Pricing is anchored to our master pricing canon.

Tier 1 / Strategy + Roadmap

AI Readiness Sprint

Where AI fits, where it does not, and what to ship first.

$1,997

1 week

  • Workflow + tooling audit
  • 3-5 ranked AI leverage points
  • 90-day implementation roadmap
  • Vendor + model selection (Workers AI, Gemini)
  • Risk + compliance review
  • Read-out with the executive team
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Tier 1 / Strategy + Roadmap

Marketing Diagnostic Sprint

What the marketing stack should look like once AI is in the loop.

$2,997

1 week

  • Channel + funnel audit
  • AI gap analysis on content, paid, lifecycle
  • AEO and answer-engine readiness check
  • Tooling + automation recommendations
  • Roadmap with sequencing + owners
  • Working session with marketing lead
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Tier 1 / Strategy + Roadmap

Data + Brain Setup Sprint

Stand up the data + retrieval layer the agents will run on.

$4,997

2 weeks

  • Source inventory + access plan
  • Knowledge base ingestion + chunking design
  • Embedding model + vector store selection
  • Retrieval evaluation harness
  • Reference RAG agent against 1 internal use case
  • Handoff with playbook + owner
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Tier 1 / Strategy + Roadmap

Custom Sprint

Bigger surface area, more stakeholders, custom deliverables.

$9,997+

4 weeks

  • Multi-track scope across strategy, data, agents
  • Working sessions with executive + ops
  • Architecture deliverables + roadmap
  • Build sprint(s) sized to the scope
  • Final read-out + 30-day check-in
  • Quoted on intake call
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Tier 2 / Custom Build

AI Agents + Automation

We build the agent or automation. You own it. We run ops if you want.

$18,500 one-time + $2,500/mo ops

4-8 weeks build

  • Architecture on Cloudflare Workers / Workflows / Durable Objects
  • Custom agent build with tool-use + memory
  • Integration with your CRM, ticketing, comms
  • Production deploy on your account
  • 30-day post-launch tuning + handoff
  • Optional ongoing ops at $2,500/mo
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Tier 2 / Custom Build

Custom RAG / GraphRAG

Knowledge agent grounded in your documents, structured around your real entities.

$22,500 project + $950/mo

6-10 weeks build

  • Source ingestion + chunking + embeddings
  • GraphRAG entity model where retrieval beats vanilla RAG
  • Retrieval evaluation harness + tuning
  • Production deploy on your account
  • 30-day post-launch tuning
  • Ongoing index + retrieval ops at $950/mo
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Tier 3 / Block Hours

Hourly Senior Advisory

Designated lead direct access. Strategy, architecture review, decision mediation.

$250/hr โ€” 5-hour minimum block

On-demand

  • 1:1 working sessions with the principal consultant
  • Architecture + vendor review
  • Hiring + team structure for AI ops
  • Board-ready strategy memos
  • Investor + buyer diligence response
  • Refresh quarterly or burn down on demand
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Frequently asked

Answers shaped for buyers comparing AI consultants. Each one is a single, citable answer.

What does an AI consulting engagement actually deliver?

It depends on the tier. A Tier 1 sprint produces a written roadmap, a ranked list of 3 to 5 AI leverage points, vendor and model selection, and a working session with the executive team. A Tier 2 build produces production code deployed on your Cloudflare account with documentation, evals, and 30 days of post-launch tuning. A Tier 3 block-hour engagement produces architecture review notes, decision memos, and direct working time with the principal consultant.

How is this different from a generalist AI consultancy?

We are operators first. Aura Media Studios runs a 9-product Magic Family agent stack on Cloudflare Workers and serves both end-clients and consultant resellers. The stack we recommend is the same stack we deploy weekly. Recommendations come from production load-bearing systems, not from slide decks.

Do you build custom RAG or only off-the-shelf?

Both, with a bias toward custom GraphRAG when the document graph beats vanilla retrieval. The Custom RAG / GraphRAG track is $22,500 project plus $950 per month for ongoing index and retrieval ops. Off-the-shelf RAG is fine when the source corpus is small and the retrieval pattern is simple. We recommend the simpler path when it is the right one.

What is the smallest engagement you take?

The AI Readiness Sprint at $1,997 over one week. It produces a workflow audit, a 90-day roadmap, vendor and model selection, and a read-out with the executive team. For shorter conversations, the Hourly Senior Advisory track is $250 per hour with a 5-hour minimum block.

Where will the AI run, and who owns the code?

Production deploys land on your Cloudflare account by default. You own the code, the data, and the deploy. We hand off documentation and a runbook on day 30. Ongoing ops is optional.

Contact us

Tell us where you are and what you are trying to ship. We respond within one business day.