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 · AISandwich.org

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

average cost overrun on unbounded LLM workloads

#1

OWASP risk for LLM apps: prompt injection

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