Case Study · Building materials manufacturing

Built on a single distributor. Then the distributor broke the commercial model.

A national-scale specialty manufacturer with a 15,000-contact list, no CRM, and zero conversion tracking. We're rebuilding the foundation, with a five-agent roadmap ready to deploy on top of it.

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The situation

A distribution monopoly, broken. Everything downstream of it, too.

The manufacturer had scaled to meaningful revenue through a single channel partner, a concentrated, efficient model that worked until it didn't. The partner began forcing markups that made the product uncompetitive at the end-customer level. The manufacturer brought distribution in-house and emerged on the other side needing to build direct-to-market capability from scratch.

The digital layer had never needed to work before. The distributor handled demand. Now it had to. What we found: two live domains on a legacy page-builder stack; no CRM; no conversion tracking; a 15,000-contact email list sitting dormant with no platform and no authentication. The company had a genuine price and performance advantage over the alternatives, and no mechanism to communicate it.

The single highest-ROI asset in the business was the dormant list. But before a single email could send, the foundation had to be sound: domains consolidated, data captured correctly, calculators live, tracking in place. You don't deploy agents on a broken foundation.

What we architected

Foundation first. Intelligence layer second. Agents third.

The engagement runs Foundation→Crawl→Walk. Each phase is independently scoped and independently deliverable. Phase 1 is the machine. The agents are the sales force. It brings together the connected systems foundation, the five-agent architecture, and back-office automation.

Foundation (Phase 1)

Full rebuild. Every system replaced or wired from scratch.

Platform migration

Legacy CMS and page-builder stack → modern web stack with a headless CMS. A 301 redirect map executed before DNS cutover so no existing link broke in the transition. Subdomain folded into the primary domain. Core Web Vitals rebuilt from scratch.

Conversion infrastructure

A materials-estimation calculator for project sizing and an instant-quote calculator feeding a lead form. A Command Center CRM-lite for inbound lead management. GA4, GTM, and a reporting dashboard wired for full conversion visibility. Baseline zero tracking became complete attribution.

List re-platforming

About 9,000 verified contacts migrated to a transactional email platform with full domain authentication (SPF, DKIM, DMARC), segmentation by source and recency, and suppression lists built before a single send. The list is live and deployable.

Knowledge infrastructure

A single-tenant Knowledge Wiki, voice-matched to the owner, containing product specs, competitor comparisons, FAQ responses, and sales objection answers. Built as the knowledge base every downstream agent will query.

Intelligence Layer + Agents (Crawl → Walk)

Five-agent roadmap deploying onto the foundation Phase 1 built.

List reactivation agent

Reactivates the 15,000-contact list with sequenced outreach , with past customers, prospects, and cold contacts in separate tracks. Personalized at segment level, not blast level. Feeds qualified intent signals back to the CRM.

Social & content agent

Generates and schedules product content, comparison posts, and educational material pulling from the Knowledge Wiki. Maintains publishing cadence without human authorship per post.

Lead qualification agent

24/7 inbound qualifier. Handles inquiry volume, asks structured questions, routes hot leads to the owner, and captures cold leads into nurture sequences, without a human in the loop at 11pm.

Back-office & ops agent

Reconciles order data against current inventory positions, flags margin anomalies, and generates weekly operating summaries. The owner sees the business clearly without assembling a spreadsheet.

Dedicated secondary-product-line agent

Focused entirely on a secondary revenue stream that had been generating six figures with zero marketing effort. Handles inquiry, qualification, and proposal sequencing for the highest-margin product line in the catalog.

Outcomes

Real figures from the engagement. Projections labeled.

Phase 1 is in active build. Baseline metrics are real. Pipeline projections carry the Illustrative label.

~9,000

Verified contacts migrated, authenticated, and segmented, from a list the client estimated at 15,000. Ready to deploy.

Real, from the engagement

Documented price edge

A defensible price and performance advantage over the market alternatives

Real, from the engagement

Six figures

Secondary product revenue closed with zero marketing investment. Now getting a dedicated agent.

Real, from the engagement

Significant pipeline

Modeled revenue from reactivating the 15K list at documented industry conversion rates

Based on list size and average order

Illustrative

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Engagement starts here

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Not limited to what's listed. Every engagement starts by assessing what your business actually needs, and we build whatever it requires.