AI Business Systems Architecture
Build the operating system your business actually runs on.
ScaffoldX designs and builds AI-enabled operating systems — connecting your workflows, data, dashboards, and AI agents into one governed system that actually ships.
Workflow // Intake
Drafting weekly executive summary…
Human review: pending
Ops Dashboard
Built on platforms your business already trusts
Smartsheet
- Control Center
- Dynamic View
- Data Shuttle
- Data Mesh
- Pivot
- Resource Management
- WorkApps
- Calendar
- Custom Integration
Microsoft
- Microsoft 365
- Power BI
- SharePoint
- OneDrive
- Azure
- Dataverse
- Power Automate
- Fabric
- Foundry
- Google Workspace
- Google Drive
- Gmail
- Google Sheets
- Looker Studio
- Google Cloud
- BigQuery
- AppSheet
- Vertex AI
- Gemini
Automation & AI
- Claude
- ChatGPT
- Make.com
- n8n
- Zapier
- AI Agents
The problem isn’t your tools. It’s the architecture.
Your platforms don’t talk to each other. Your reporting is manual. Your AI pilot never left the sandbox.
ScaffoldX connects what you already own — and adds AI where it actually changes the work.
Who It’s For
Built for the people who run the business.
Operations
Work lives in five tools and nobody sees the whole picture. ScaffoldX builds connected workflow systems with AI-enabled intake and triage. One system, full visibility, less chasing.
PMO & Project Delivery
Status reporting eats your week. ScaffoldX builds Control Center–driven project systems with AI agents that draft your executive summaries. Run the portfolio instead of chasing updates.
Finance & Reporting
Month-end means exports, copy-paste, and version anxiety. ScaffoldX builds automated pipelines feeding live Power BI reporting. Numbers that are current without anyone compiling them.
Sales & Revenue Operations
CRM data, billing, and delivery never line up. ScaffoldX connects Dynamics, Smartsheet, and your billing platform into one revenue picture, with agents flagging what needs attention.
Executives
You get answers weekly, in decks. ScaffoldX builds executive dashboards with AI-generated summaries — the state of the business, on demand.
Services
Four disciplines. One connected system.
Business Systems Architecture
We map how your operations actually work, then design the connected system they should run on — across Smartsheet, Microsoft 365, SharePoint, Azure, and Dataverse.
Agentic Workflows & AI Agents
Custom AI agents wired into your real business data — intake, triage, reporting, and knowledge support — with humans in the loop at every decision that matters.
Dashboards & Reporting
Power BI dashboards and executive reporting built on clean, automated data pipelines. No more manual compilation.
Governance & Handover
Documentation, role-based access, and operational handover. We build systems your team can own — not ones you'll depend on us to run.
How the System Fits Together
AI that fits inside your operations, not beside them.
ScaffoldX doesn’t add AI for the sake of AI. We design agentic workflows that sit inside your real systems — connected to your data, governed by your rules, reviewed by your people.
Governance Layer
Example agents — running inside the governed system
Intake & Triage Agent
Reads incoming requests, classifies, routes, and drafts responses for review.
PMO Reporting Agent
Drafts weekly executive summaries from live project data.
Executive Summary Agent
Turns dashboards into plain-language briefings, on demand.
Knowledge Agent
Answers process and policy questions from your own documentation.
The Process
From current state to operating system.
- 01
Discover
current systems, workflows, and pain points
- 02
Map
business processes and system architecture
- 03
Design
the future-state operating model
- 04
Build
workflows, dashboards, automations, and agents
- 05
Govern
access, documentation, and handover
- 06
Scale
continuous improvement as the business grows
Enterprise-grade by default.
- Governed access
- Auditability
- Role-based permissions
- Human-in-the-loop review
- Full documentation
- Operational handover
Who Builds It
Built by an Engineer.
Earl Abayon — Founder & AI Business Systems Architect
ScaffoldX is led by Earl Abayon — licensed engineer, Smartsheet and Power BI certified, with a decade of enterprise consulting experience and 8+ Smartsheet Control Center deployments for organizations across the US, UK, and Australia.
His work runs deep in the Microsoft environment — expert Power BI reporting, Power Automate, Azure, and Dataverse, and carries the same systems thinking into Google Workspace and Google Cloud. Both connect with modern automation platforms and agentic AI workflows, delivered as systems your team can actually own.
- Smartsheet
- Power BI Dashboards
- Microsoft 365 · Azure · Dataverse
- Automation & AI Agents
- Resource Management
- Project Management
An engineer by nature: someone who builds systems, not just strategies.