Operations intelligence turns scattered status into a repeatable decision system. These pages connect Projects and Memory, AI agents, and automations around ten high-value workflows. App data models and approval matrices Executive operating reviews and portfolio risk dashboards Field service job costing and cash flow scenarios Vendor SLA and real estate commission trackers Student retention and customer health systems Every use case starts with structured records, named owners, visible rules, and a practical capability boundary. Choose the agent that matches your intent, then customize it with your own data and policies.

AI Agents CategoriesOperations Intelligence

📈 Operations Intelligence AI Agents

Operations agents that read the structured records in your workspace, explain what changed, surface the exceptions, and draft the next action for a named owner to approve. This set covers app data models, approval routing, executive reviews, portfolio risk, field service margins, cash scenarios, vendor SLAs, commissions, student retention, and customer health.

13 agents available

AI App Data Model Agent

Agree on what your app stores before anyone builds a screen. This AI agent reviews entities, fields, and relationships for gaps, duplicates, and uncle...

AI Approval Matrix Agent

Keep approvals out of email threads. This AI agent checks each request against your approval matrix, drafts a short approval brief, and shows who owns...

AI Executive Operating Review Agent

Walk into the leadership meeting with one set of numbers. This AI agent summarizes what changed since the last review, points out where two teams tell...

AI Project Portfolio Risk Agent

Compare project health on one scale. This AI agent normalizes status updates across the portfolio and surfaces projects whose reported health does not...

AI Field Service Job Costing Agent

See which jobs actually made money. This AI agent compares the estimate against actual labor, material, and subcontractor cost per work order, and nam...

AI Cash Flow Scenario Planning Agent

Run base, upside, and downside cash side by side. This AI agent explains what drives each scenario and drafts collection, spending, or financing optio...

AI Vendor SLA Tracker Agent

Replace vendor anecdotes with a record. This AI agent tracks acknowledgement, arrival, and completion against your SLA targets, summarizes breach patt...

AI Real Estate Commission Tracker Agent

Reconcile a commission before it turns into a dispute. This AI agent checks each transaction for missing splits, referral fees, and deductions, then d...

AI Student Retention Dashboard Agent

Notice disengagement while you can still act on it. This AI agent reads attendance, completion, and engagement notes against your risk rules and draft...

AI Customer Health Scorecard Agent

Know why an account score moved. This AI agent explains the usage, support, and relationship signals behind each change and drafts the next account ac...

AI Ops Daily Digest Agent

Use an AI agent that reads your open jobs, risks, and renewals overnight and drafts the morning digest for an owner to approve.

AI Exception Queue Agent

Use an AI agent that works the exception queue with you: it triages new items, flags what is aging, and drafts the next action for review.

AI Purchase Request Agent: Complete Requests, Right Approver

Writes complete purchase requests, checks them against budget rules, and names the approver.

Operations intelligence turns scattered status into a repeatable decision system. These pages connect Projects and Memory, AI agents, and automations around ten high-value workflows.

What You Can Build

App data models and approval matrices
Executive operating reviews and portfolio risk dashboards
Field service job costing and cash flow scenarios
Vendor SLA and real estate commission trackers
Student retention and customer health systems

Every use case starts with structured records, named owners, visible rules, and a practical capability boundary. Choose the agent that matches your intent, then customize it with your own data and policies.