Shiftr: AI Automation System
Client Overview
Shiftr LLC is a growing UX/UI Design Agency facing challenges in scaling their client acquisition and project management processes. As their business expanded, manual workflows were becoming significant bottlenecks, limiting growth potential and creating inconsistencies in client experience.
94%
Client Interaction Efficiency
Improvement in data collection
73%
Project Approvals
Up from previous 54%
215%
Productivity Increase
Through automated task management
8.5 days
Time-to-Decision
Reduction in decision time
Challenge
Shiftr faced several critical obstacles in scaling their software development business:
- Inconsistent Client Intake: Manual client interactions led to variable information collection and lengthy qualification processes
- Scheduling Inefficiencies: Arranging meetings between clients and appropriate team members consumed excessive administrative time
- Project Estimation Variability: Inconsistent approaches to timeline and resource estimation created challenges in planning and pricing
- Approval Bottlenecks: CEO approval requirements created workflow delays at multiple decision points
- Task Management Complexities: Manual assignment and tracking of project tasks reduced team productivity
- Information Silos: Critical project details often remained isolated in email threads or individual communications
Solution: The Shiftr AI Automation System
We built a comprehensive, five-phase automation system that transformed Shiftr's entire operational workflow:
Phase 1: Client Interaction System
Intelligent front-end interface to streamline the client acquisition process:
- AI Conversation Agent to gather initial project requirements
- Dynamic Question Generation ensuring comprehensive information collection
- Automated Follow-Up capability to address information gaps
- Data Evaluation algorithms to assess information sufficiency
Phase 1: Client Interaction System Workflow

Phase 2: Automated Appointment Setting System
Intelligent scheduling system to eliminate administrative overhead:
- Meeting Necessity Determination logic to identify when client meetings were required
- Intelligent Scheduling based on team availability
- Calendly Integration for frictionless booking
- Automated agenda preparation based on collected information
Phase 2: Automated Appointment Setting System Workflow

Phase 3: Project Estimation AI Agent
Sophisticated estimation tools to increase consistency and accuracy:
- Timeline Calculation based on requirements and historical data
- Velocity Assessment for team productivity
- Automated document creation for professional client presentations
- CRM/Slack Integration for seamless workflow integration
Phase 3: Project Estimation AI Agent Workflow

Phase 4: Final Decision Module
Structured systems to streamline the approval process:
- Clear decision workflows for project approval or rejection
- Automated meeting scheduling for final decision discussions
- Templated client communications for consistent messaging
- CEO Oversight Dashboard for efficient decision-making
Phase 4: Final Decision Workflow

Phase 5: AI Manager
Comprehensive project management automation to ensure successful execution:
- Intelligent task assignment based on team capabilities
- Integration with ClickUp and other project management tools
- Automated project decomposition into manageable tasks
- GitHub integration for seamless development workflows
Phase 5: AI Manager Workflow

Implementation Process
The project was executed in a systematic, phased approach to ensure minimal disruption to Shiftr's operations:
- Discovery & Planning: Comprehensive analysis of existing workflows, identifying pain points and automation opportunities
- System Architecture: Modular design with clearly defined interfaces between phases
- Phase-by-Phase Development: Sequential implementation over a 3-month period
- Integration & Testing: Rigorous testing before deployment, particularly at phase interfaces
- Team Training: Comprehensive training for Shiftr's team
- Staged Deployment: Gradual introduction starting with internal testing
Detailed Results
- 94% improvement in client interaction efficiency, with comprehensive information gathered on first engagement
- 73% approval rate for evaluated projects, significantly higher than the previous 54%
- 215% increase in operational productivity through automated task management
- 8.5 day reduction in time-to-decision for new project requests
- 87% decrease in administrative overhead for project scheduling and coordination
- 68% improvement in project estimation accuracy
- 4.2x more projects managed simultaneously without team size increase
- 92% team satisfaction with the new automated workflow
Client Testimonial
"Space & Miller provided us with invaluable insights and expertise through their AI Automation Strategy. This strategy has been instrumental in automating our product management processes and enhancing our operational efficiency. Their expertise in AI and innovative approach have significantly improved our workflow. I highly recommend Space & Miller for their exceptional skills in AI and automation, and their ability to deliver customized solutions that drive meaningful results."
— Volodia Yeghiazaryan, CEO of Shiftr LLC
Key Insights
End-to-end automation creates exponential value
Rather than optimizing individual processes, connecting the entire workflow multiplied efficiency gains
Human oversight remains crucial
The system was designed to empower human decision-makers with better information, not replace their judgment
Staged implementation reduces risk
The phased approach allowed for adjustments and learning before committing to the entire system
Integration with existing tools drives adoption
By connecting with familiar platforms like Slack, Calendly, and ClickUp, the system became a natural extension of existing workflows
Future Developments
Building on the success of the initial implementation, we're working with Shiftr on several enhancements:
Client Portal
Developing a client-facing interface for project tracking and communication
Advanced Resource Prediction
Creating more sophisticated algorithms for team capacity planning
Financial Integration
Connecting with accounting systems for seamless invoicing and payment tracking
Performance Analytics
Building comprehensive reporting on team and project performance
AI-Assisted Quality Control
Implementing automated code review and quality assurance tools