AI Production System

Proprietary AI skills scaling a consulting firm 2.5x

2025
Restaurant Scaling System
Ongoing
AI Production System - Image 1

Overview

Built proprietary AI skill systems powering every major client deliverable for a top US restaurant consulting firm. Designed skill packages with instruction sets, reference docs, verification scripts, and quality gates.

The Challenge

A US restaurant consulting firm needed to scale client deliverables without proportionally growing headcount. Manual content creation, strategy documents, and reporting were bottlenecking growth at 30+ active clients.

The Solution

Designed and built 50+ proprietary AI skill systems on Claude that encode editorial standards, brand voice, and quality gates into repeatable workflows. Each skill handles a specific deliverable type with verification loops and reference libraries.

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

Client:Restaurant Scaling System
Duration:Ongoing
Role:AI Systems & Production Lead
Year:2025

Technologies

Claude AICustom Skill SystemsVerification LoopsQuality GatesReference LibrariesProduction Pipelines

Tags

AI SkillsClaudeProduction SystemsConsultingRestaurant