AI Production System

Proprietary AI skills scaling a consulting firm 2.5x

2025
Restaurant Scaling System
Ongoing
AI Production System - Image 1
Overview

Proprietary AI skills scaling a consulting firm 2.5x

Proprietary AI skills behind every client deliverable at a top US restaurant consulting firm. Each skill ships with its instructions, its reference docs, its checks, and its quality gate.

The Challenge

The firm was stuck at 30+ active clients. Every strategy doc, every report, every piece of content was written by hand. Growing meant hiring. Hiring was not on the table.

The Solution

I built 50+ AI skills on Claude. Each one holds the editorial standard, the brand voice, and the quality gate for a single deliverable type. Each one checks its own work against a reference library before anything ships.

Results & Impact

2.5x client throughput in 3 months
30+ clients managed simultaneously
50+ AI skills built for production use
Agency-scale output from a small team
Consistent quality across all deliverables
The AI systems Shubham built let us serve more than twice as many clients without adding headcount. Every deliverable meets our quality bar because the systems enforce it.
Leadership Team
Restaurant Scaling System

Project Details

ClientRestaurant Scaling System
DurationOngoing
RoleAI Systems & Production Lead
Year2025

Technologies

Claude AICustom Skill SystemsVerification LoopsQuality GatesReference LibrariesProduction Pipelines

Tags

AI SkillsClaudeProduction SystemsConsultingRestaurant
Work With Me

Want a system like AI Production System?

Every engagement starts with a free sample built from your own material. You get a finished asset back in your voice within 48 hours.