Golden Door Asset

12-Week Agentic Roadmap

Target Customer

Mid-Market Firm Executive

Program Description

We design and engineer customer A.I. solutions for enterprises. Instead of subscribing to multiple A.I. wrappers, you can now build custom software.
You can own the software to automate internal operations to increase employee productivity. We specialize in Gemini solutions but can work with tools across the industry.
In 12 weeks, we can train your team on how to maximize productivity with the best A.I. tools available today.

Program Success Metrics

Spreadsheet Overhead
30% - 50% Cut
Weekly Planner Time
10 - 15h Saved
Task Validation
98%+ Accuracy

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Roadmap Preview
00 / 13

12-Week Agentic Operations Roadmap

Review the sprint structure, weekly cadence, and C-suite alignment details for deploying custom agentic workflows.
Meetings:Weekly scoping syncs to map baseline process workflows.
Kickoff Objectives
  • •Identify business process owners and scheduling baselines.
  • •Establish sandboxed API credentials and data access rules.
01 / 13Active Detail View

Strategic Discovery

Identify manual resource planning bottlenecks and secure baseline IT scope.
Week 1
Meeting:90-min
Key Activities
  • •Leadership kickoff to align on roadmap goals
  • •Survey manual bottleneck spreadsheet processes
  • •Setup AI Studio project & draft initial 'System Instructions'
Required Deliverables
Sandbox credentials requested
Planning pain-points logged
Initial system prompt drafted
Success Criteria

Leadership views live forecast demo using mock data.

02 / 13

Knowledge Grounding

Upload historical rules, SOPs, and project sheets to initialize context caching.
Week 2
Meeting:60-min
Key Activities
  • •Gather and sanitize historical planning SOPs
  • •Build a reusable Context Cache in AI Studio to reduce token usage & latencies
  • •Establish strict business planning rules in prompt instructions
Required Deliverables
Historical SOPs collected
AI Studio Context Cache live
Rule boundaries defined
Success Criteria

Gemini accurately answers edge-case resource allocation rules.

Recommended Resources & Tools
Tool: Google Firebase
Tool: Supabase
03 / 13

Logic Engineering

Build the core React agent loop and define strict structured JSON output templates.
Week 3
Meeting:60-Min Tech Sync focusing on agent logic & outputs
Key Activities
  • •Implement the ReAct Agent (Reasoning + Action) flow in AI Studio
  • •Define strict JSON schemas for structured model outputs
  • •Build baseline prompt logic for capacity suggestions
Required Deliverables
ReAct reasoning loop verified
Structured JSON schema validated
Error-handling rules set
Success Criteria

Raw unstructured data converts to a structured forecast JSON.

Recommended Resources & Tools
Tool: Google AI Studio
Tool: Replit
Tool: v0 by Vercel
04 / 13

Prototype Deployment

Create a low-code v0/Sheets interface for direct user testing and validation.
Week 4
Meeting:75-Min Pilot Session to demo the v0 tool to core users
Key Activities
  • •Deploy first 'Build Mode' layout in AI Studio
  • •Connect AI API to mock Google Sheet datasets
  • •Gather feedback from initial pilot users
Required Deliverables
Google Sheets pipeline live
Feedback form deployed
Target accuracy met
Success Criteria

Core users demonstrate a >= 30% reduction in weekly spreadsheet overhead.

05 / 13

API Integration

Connect live endpoints (Jira, Asana, CRM) to Gemini's native tool-calling features.
Week 5
Meeting:60-Min Integration Sync to review HRIS and project management schemas
Key Activities
  • •Connect webhook events from CRM / HRIS to trigger resource forecasts
  • •Write robust REST handlers for syncing developer capacity and sprint logs
  • •Setup secure API gateway routes to query external database endpoints
Required Deliverables
Webhook routing live
REST API handlers verified
Endpoint credentials secured
Success Criteria

Real-time project updates dynamically recalculate forecasted resource capacity.

06 / 13

Trigger-Based Planning

Set up Apps Script automation routines to trigger workload updates automatically based on CRM or Jira state changes.
Week 6
Meeting:60-Min Automation Cadence Sync with product managers
Key Activities
  • •Deploy Make.com or Apps Script scenarios for automated extraction of project scopes
  • •Configure LLM-based parsing of unstructured emails into structured capacity requests
  • •Deploy event-driven alerts for capacity threshold violations
Required Deliverables
Apps Script trigger loops active
LLM email extractor deployed
Threshold alerts active
Success Criteria

Inbound sales pipeline stages automatically pre-allocate engineering headcount.

07 / 13

The "Break-Fix" Crucible

Execute stress tests and implement self-reflection prompts to eliminate planning errors.
Week 7
Meeting:60-Min Bug Bash & Crucible Review with engineering team
Key Activities
  • •Run adversarial edge-case inputs (e.g. over-allocation, conflicting schedules) through the planner
  • •Write self-correcting prompt loops that catch and fix timeline overlaps
  • •Build fallback manual-override gates for edge-case resolution
Required Deliverables
Run adversarial tests
Deploy self-correcting loops
Manual-override rules set
Success Criteria

System auto-detects schedule conflicts and resolves them with 98% accuracy.

08 / 13

Departmental Pilot

Deploy to a champion business unit to measure time savings and gather UI feedback.
Week 8
Meeting:75-Min Pilot Debrief & Feedback Session with department heads
Key Activities
  • •Onboard the first pilot department (e.g. Engineering or Marketing) onto the new forecaster
  • •Implement real-time user action tracking and telemetry dashboards
  • •Conduct weekly review sessions with pilot users to optimize UI layout
Required Deliverables
User onboarding complete
Telemetry tracking active
UI feedback log compiled
Success Criteria

Active pilot users report high confidence in weekly forecasted capacities.

Recommended Resources & Tools
Tool: Google Workspace
09 / 13

Enterprise Governance

Configure role-based access, safety filters, and audit logs for secure multi-tenant usage.
Week 9
Meeting:90-Min Security & Governance Audit with corporate IT
Key Activities
  • •Integrate corporate Single Sign-On (SSO) and configure Row Level Security (RLS) policies
  • •Implement immutable change audit logs for all capacity updates
  • •Enable multi-modal meeting summary ingestion to extract action items and adjust roadmaps
Required Deliverables
SSO & RLS configured
Audit logging system active
Multi-modal ingestion verified
Success Criteria

Zero security violations reported, and all manual changes are completely traceable.

Recommended Resources & Tools
Tool: Google Labs
10 / 13

Builder Empowerment

Deliver prompt engineering workshops to train non-technical staff to add custom features.
Week 10
Meeting:60-Min RAG Optimization Sync with data scientists
Key Activities
  • •Bulk-ingest historical project deliverables, project charters, and time-tracking data
  • •Build a vector index and configure RAG queries for zero-hallucination capacity lookups
  • •Train managers on conversational queries to retrieve past capacity patterns
Required Deliverables
Historical archive ingested
Zero-hallucination queries active
Manager prompt workshop complete
Success Criteria

System retrieves historical project metrics to predict future resource needs.

Recommended Resources & Tools
Tool: Google NotebookLM
11 / 13

ROI & Impact Audit

Audit the system's accuracy gains, manual time savings, and operational cost reductions.
Week 11
Meeting:60-Min Collaborative Planning Sync with team leads
Key Activities
  • •Deploy a shared Projects workspace where human planners and AI agents co-edit schedules
  • •Configure an AI Agent Registry and Gateway to coordinate multiple planning agents
  • •Set up real-time Canvas co-editing for collective scenario modeling
Required Deliverables
Collaborator workspace live
Agent registry configured
Canvas co-editing enabled
Success Criteria

Planners and AI agents co-author complex scenario schedules in real-time.

Recommended Resources & Tools
Official Docs: Gemini Enterprise
12 / 13

Product Launch

Establish an internal champion community and set a recurring monthly improvement cycle.
Week 12
Meeting:60-Min Handover & Strategic Launch with executive sponsors
Key Activities
  • •Build a Google Looker Studio dashboard displaying live capacity utilization metrics
  • •Deploy conversational analytics (Gemini Analytics) for real-time querying of headcount efficiency
  • •Provide the finalized Executive ROI scorecard to the C-suite
  • •Decommission legacy spreadsheets and transition users to the new forecaster
Required Deliverables
Looker Studio live
Conversational analytics active
Executive ROI report delivered
Legacy systems deprecated
Success Criteria

C-suite uses conversational analytics to view capacity metrics, showing >40% planning efficiency gain.

Recommended Resources & Tools
Tool: Google Looker Studio
13 / 13

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