Services & coaching

Practical engagements. Real deliverables. No PowerPoint theater.

Every session produces something you can implement Monday morning. Choose the format that matches where you are.

For Startups

Seed to Series B founders building AI-native products

1-on-1 Deep Dives

60–90 min

GROW model coaching: Goal → Reality → Options → Way Forward

Book a session

AI Sprint Facilitation

2–4 weeks

Full 4-step methodology engagement, hands-on with your team

Discuss a sprint

Office Hours

20 min

Quick tactical decisions and roadblock clearing

Grab a slot

For Enterprises

C-level and VP Product/Data leaders integrating AI into existing operations

"AI Sandwich" Workshops

Half-day

Lunch-and-learn format for organic AI literacy across teams

Book a workshop

Agentic Architecture Design

1–2 weeks

Design autonomous workflow systems with human-in-the-loop oversight

Start a design engagement

AI Security & Compliance Audit

1 week

Vulnerability assessment + governance framework

Request an audit

What an agentic workflow actually looks like

Agentic workflow architecture for B2B SaaS: Orchestrator, Workers, Critic, Human-in-the-loop
© 2026 Charles Gourlaouen · ai-sandwich.com

A well-designed agentic system has four roles: an Orchestrator that manages goals, Workers that execute, a Critic that validates against quality and compliance rules, and a Human-in-the-Loop checkpoint for high-stakes decisions. Skip the Critic, and you ship hallucinations to production.

Smart budgeting + security-first design = sustainable AI

API tokens add up fast. 30–50% of AI cloud spend is wasted on idle resources. Prompt injection and data leaks aren't theoretical — they're shipping today. Every engagement includes a cost and security baseline before any code is written.

30–50%

of AI cloud spend wasted on idle resources

3×

average cost overrun on unbounded LLM workloads

#1

OWASP risk for LLM apps: prompt injection

For growth, marketing & sales leaders

AI Search Visibility (GEO) Audit

51% of B2B software buyers now start their research in an AI chatbot, and 69% change vendor based on what it tells them. If you're not in the citations, you're not on the shortlist. The audit shows where your brand stands in AI answers today and what to do about it.

  • Your top 20–30 buyer questions run through ChatGPT, Gemini, Perplexity and Google AI Overviews: who gets cited, and where you're missing
  • A citation source map: the sites, reviews, communities and pages the answers actually draw on
  • An owned-content gap analysis: the direct-answer, comparison and data pages your site needs
  • A public-record plan: where to seed evidence through reviews, communities, partners and PR
  • A measurement set-up that sees past last-click: branded search, direct traffic and AI answer presence

GEO Audit

2 weeks

AI answer audit across ChatGPT, Gemini, Perplexity and Google AI Overviews, plus a prioritized 90-day plan to earn citations.

Request a GEO audit Start with the free 2-minute check

Frequently asked questions

Not sure which format fits?

Tell me about your situation in the contact form. I'll suggest the right starting point.

Book a Strategy Session