Gleam & Glory: A Custom CRM with a Built-In AI Email and Order Agent

Gleam & Glory · Awards, Trophies & Engraving Manufacturing

The Challenge

Nearly every customer email at Gleam & Glory was read and answered by hand, making response speed and quality dependent on one or two people's availability. Growth toward the company's revenue goals was capped by the owner's available hours.

Gleam & Glory is a custom awards, trophy, and engraving manufacturer based in Hagerstown, Maryland, formed by bringing together two established local brands, Accent Imaging and Gladiator Trophies. The business produces recognition awards, plaques, engraved gifts, and event trophies for schools, associations, corporate clients, and community organizations. With a small core team and clear ambitions to move upmarket, away from low-value walk-in traffic toward larger recognition programs, the company handles a high volume of order enquiries and reorders that arrive almost entirely by email.

What Operating as a Made-to-Order Manufacturer Means

Every order is custom, requiring detailed specs, artwork, and engraving text before production
Time-sensitive, event-driven deadlines tied to banquets, ceremonies, and seasons
Repeat and annual reorder cycles that are easy to miss
Pricing built from vendor cost plus markup on every line item

Key Challenges Faced

Owner-Dependent Communication: Nearly every customer email was read and answered by hand, making response speed and quality dependent on one or two people's availability.
Manual, Inconsistent Pricing: Staff looked up vendor costs and applied markups by hand, an error-prone process that slowed every quote.
Fragmented Systems: Customer, order, and financial information lived across QuickBooks, spreadsheets, and disconnected tools, with no single source of truth.
Unstructured Order Intake: Order details were gathered informally over email and phone, then re-keyed manually, causing missed information and rework.
No Reorder Engine: Repeat and annual customers were not systematically re-engaged, leaving predictable revenue on the table.
Scalability Constraints: Growth toward the company's revenue goals was capped by the owner's available hours.

The Solution

TekConnected designed and built a custom, client-owned sales operations platform, not an off-the-shelf CRM, purpose-fit to how a made-to-order awards business actually runs. The system unifies customers, orders, production, and finances in one place, then layers an AI Email and Order Agent on top to handle the communication and data-entry work that previously consumed the owner's day.

Approach and Strategy

Custom CRM (Next.js + Supabase): Customer records with lifetime stats and tax-exempt handling, an Orders board that tracks each job through production stages, order detail with line items, files, and work orders, plus production, daily-priority, and dashboard views.
AI Email and Order Agent (Anthropic Claude): Inbound email is classified by intent and a reply is drafted in the company's own voice, trained on 40 real customer email threads. Every draft carries a confidence score and lands in a review queue.
Never-Auto-Send Safety Model: A master switch and force-hold logic guarantee that no AI-generated email reaches a customer without human approval, protecting the brand during rollout.
Customer Order Form: A branded, tokenized web form with artwork and sketch upload that customers complete themselves. Submissions auto-populate an order in the pipeline, eliminating manual re-keying.
Automated Pricing: Sell prices are generated from vendor cost using configurable markup, distinguishing in-house production from vendor-shipped, so staff never hand-price, with alerts on any custom override.
Recurring-Order Reminders: The system flags customers who are due to reorder and prepares a ready-to-review draft pre-filled with their previous order's details.
Integrated Finance and Email: Direct QuickBooks Online integration for customers, invoicing, and payments, plus Microsoft 365 email with branded per-mailbox signatures.

The build is a one-time cost with the code, data, and hosting owned outright by Gleam & Glory, with no per-seat license fees and running costs that stay flat as the business grows.

Technology Stack

Next.jsSupabaseAnthropicQuickBooksMicrosoft 365

Results & Outcomes

These are projected, illustrative targets for the platform as it moves from user-acceptance testing into full production.

A Response Drafted for Every Order Email: Projected 70%+ reduction in time spent writing routine customer replies, with a first draft ready within minutes of receipt.
Zero Manual Price Entry: Markup applied automatically on every line, projected to cut quoting time and pricing errors substantially.
Order Form Replaces Re-Keying: Customer-submitted forms populate orders directly, projected to eliminate the majority of manual order entry.
Reorder Revenue Recovered: Automated reminders target a meaningful lift in repeat orders from customers who would otherwise be missed.

Strategic Impact

A small team can handle materially higher order volume without adding headcount, supporting the company’s growth trajectory toward its revenue goals.
One source of truth across sales, production, and finance replaces fragmented tools.
Brand-safe automation: nothing customer-facing sends without review.
A client-owned platform, with code, hosting, and data all transferring to Gleam & Glory.
Foundation laid for future phases: VA-driven outbound, KPI scorecards, and status-triggered customer updates.