Solar AI agent playbook.
The business value matrix for Solar. Six practical outcome lanes, built around what customers feel and what the business unlocks when your people get AI leverage.
// HUMAN PLUS AI OPERATING MODEL
This is team leverage, not headcount reduction.
The human team keeps judgment, relationships, trust, approvals, and craft. AI agents take the repeatable coordination work that causes slow response, missed follow-up, and burned-out staff.
Human-only
Sales and ops teams manually qualify leads, explain incentives, chase financing, track permits, and update homeowners for months.
Human plus AI
AI agents qualify leads, explain savings, track permits, monitor rebates, and update timelines while humans close and install.
Humans still own
Homeowner trust, system design, financing judgment, site assessment, and installation quality.
AI agents handle
Lead qualification, savings estimates, financing reminders, permit status, rebate checks, crew scheduling, and material procurement.
Productivity unlock
The team closes and installs more projects because long-cycle admin work stays moving every day.
// CUSTOMER-FACING USE CASES
What customers feel when the agent is working.
These are the visible unlocks: faster response, clearer guidance, more trust, and fewer moments where the customer has to chase your team.
Lead unlock
Lead qualification · Energy savings estimates · Financing options · Installation timeline updates
Qualify leads in minutes. Customers see ROI before they commit.
Homeowner education funnel
Savings scenarios · Incentive reminders · Financing explanation · Consultation booking
Prospects understand the value before the sales call starts.
Installation transparency desk
Permit status · Utility milestones · Crew schedule · Inspection reminders
Customers stay confident through a long installation journey.
// INTERNAL OPERATIONS USE CASES
What the business gains behind the scenes.
These are the operating unlocks: fewer dropped tasks, cleaner handoffs, faster approvals, more capacity, and work that becomes measurable.
Operating unlock
Permit application tracking · Utility rebate checks · Crew scheduling · Material procurement
Permit-to-install cycle drops 40%. Rebates do not get left on the table.
Permit velocity board
Jurisdiction rules · Missing items · Submission status · Inspection windows
Projects move through permitting faster with fewer silent stalls.
Rebate and financing tracker
Incentive deadlines · Document collection · Lender status · Customer reminders
Revenue is not delayed by missed forms, rebates, or financing steps.
// HEAVY-LIFT LAYERS
The stack parts doing the most work.
These layers carry the highest workload for this vertical. The full trust-boundary model is documented on the architecture page.
// TAG AI EDGE
Why this vertical fits.
This is a field-service and permitting workflow candidate. TAG AI should validate utility, financing, and permitting integrations first.
Build the Solar agent workflow.
Bring the workflows, systems, and constraints. TAG AI will map the secure agent stack around the work your team runs every day.
Book an architecture review