Read quote requests before inside sales opens them
Document AI can extract quantities, dimensions, product references, delivery locations, and attachments from emails and PDFs, then flag missing details for salesperson review.
Industry focus 02
Building supply & lumber
Improve the flow of information between customers, inside sales, purchasing, the yard, dispatch, and accounting.
The work
Every order depends on several teams seeing the same reality.
Building-material operations combine high service expectations with detailed product knowledge, delivery constraints, inventory uncertainty, and longstanding customer relationships. Gray Capital AI helps design dependable workflows around the systems already in place—supporting employees without automating away the judgment that keeps orders accurate and customers informed.
How the tools are used
Put current AI to work on specific tasks.
Gray Capital AI selects and configures the smallest useful combination of AI, automation, and existing software. The tool follows the workflow—not the other way around.
Search product and policy information
A permissioned assistant can answer from approved catalogs, price books, delivery policies, and internal procedures with citations instead of guessing from the open internet.
Surface delivery and inventory exceptions
Workflow rules can watch approved system data for shortages, substitutions, backorders, address problems, or schedule changes and prepare the right internal alert or customer update.
Build recurring reports without rebuilding spreadsheets
Automation can gather defined inputs, compare results with prior periods, flag unusual variances, and assemble a manager-ready draft for review.
Possible projects
Where Gray Capital AI may help.
These examples would be scoped only after reviewing the existing process, software, data, and people involved.
Quote-request and order-intake workflows
Standardize the information collected for contractor quotes and complex orders before the request reaches inside sales.
- Request intake design
- Required-field and attachment rules
- Salesperson routing
- Response-time tracking
Delivery and dispatch coordination
Create a controlled flow for delivery requests, schedule confirmations, changes, and exceptions across sales, yard, and drivers.
- Dispatch workflow map
- Confirmation and change notices
- Exception ownership
- Delivery-status reporting
Product and policy knowledge systems
Turn trusted product references, operating procedures, and service policies into a searchable system with source citations.
- Approved-source inventory
- Role-based knowledge access
- Cited employee answers
- Content review schedule
Inventory and availability exception routing
Help employees identify and communicate shortages, substitutions, backorders, and special-order requirements consistently.
- Exception categories
- Internal alert logic
- Customer-update drafts
- Human approval checkpoints
Vendor and customer document intake
Classify recurring documents, flag missing information, and route each item to a named owner without replacing final review.
- Document taxonomy
- Metadata extraction
- Missing-field checks
- Routing and audit history
Recurring operating reports
Reduce repeated spreadsheet assembly while keeping responsible managers in control of exceptions and final reporting.
- Input standardization
- Automated report assembly
- Variance flags
- Reviewer sign-off process
Where to begin
Start with one problem.
A narrow first engagement makes the cost, ownership, and next decision easier to see.
Quote-to-order review
Map one high-volume quote category from customer request through entry, review, response, and order conversion.
Delivery exception audit
Identify why schedule changes, missing materials, and customer updates create repeated calls and rework.
Knowledge-system pilot
Choose one product family or policy set and build a cited, permission-aware employee reference experience.
Boundaries
People stay responsible.
Inventory adjustments, pricing, customer credit, purchasing commitments, delivery-safety decisions, and financial entries should remain subject to authorized employee review. Recommendations should integrate with approved systems and preserve a clear audit trail.
Next step
Talk through the problem.
Start by email, phone, or Zoom. Kyler will tell you whether Gray Capital AI is a sensible fit.
Start a conversation