Creative Display Works: An Embedded Partnership That Rebuilt How a Manufacturer Runs, Sells, and Grows

Creative Display Works had outgrown three things at once — its tooling, its web presence, and its operating discipline — and each gap was quietly capping growth.

• Fragmented tooling. Operations spanned seven separate SaaS systems — order planning in one tool, engineering specs in another, installation tracking in a third, fleet/route data in a fourth, inventory in a fifth, project management in a sixth, reporting pieced together from CSV exports. Data lived in silos, and every cross-functional decision required manual reconciliation.
• An underperforming web presence. The prior site generated little inbound, had no self-serve quoting, and was largely invisible in search — leaving the sales team to source every opportunity manually.
• No consistent operating cadence. Planning was reactive, org structure and decision rights were informal, and a growing sales team had no strategic plan to run against.

The founder, Tim Miloserny, had already priced out traditional consulting firms and custom dev shops. The quotes came back at six figures and 6–12 month timelines — and none of them would stay embedded to actually operate the change.

Aries Consulting Group didn't run a project — it built a still-active embedded partnership across three co-equal pillars. Each is detailed below.

• Pillar 1 — Operations consulting: hands-on leadership of the operating cadence, ownership advisory, org design, and sales enablement.
• Pillar 2 — CDWos: a custom AI-native operations platform that replaced the seven-tool stack with one unified system.
• Pillar 3 — The public website: a fully custom B2B site with instant configurable quoting that became the demand engine.

The pillars reinforce each other: the consulting sets the operating discipline, CDWos removes the friction, and the website fills the funnel — all operated by the same partner, so nothing gets handed off and dropped.

Operating discipline & strategy (consulting)

• Late shipments reduced 63% through a daily cross-department planning cadence led hands-on across all department leadership
• Formalized organizational structure with clear roles, decision rights, and accountability
• Advised ownership on key leadership hires and org design
• Built the strategic plan for a new sales team and coached the team to lead their own weekly planning, execution, and sales meetings

Operations platform (CDWos)

• Replaced seven disconnected tools with one unified platform across three connected apps
• Real-time visibility across Office, Field, Inventory, and the warehouse floor (five always-on TV dashboards) — previously stitched together from manual exports
• AI-powered daily route optimization and dynamic re-routing eliminate manual dispatch and surface the highest-value stop sequence automatically
• Field crews work from a mobile PWA with push notifications — no SaaS seats, no per-installer license fees
• Platform live and actively extended — new modules deployed on the client's roadmap, not a vendor's

Demand generation (website)

• Custom B2B website with instant configurable quoting ("Fixture Builder") drove +450% web traffic, +80% lead volume, +180% web-driven sales, and top-10 Google rankings for primary keywords within 30 days of launch (vs. prior-site baseline)
• Inbound leads now arrive daily, including AI-assistant-referred traffic (e.g., ChatGPT), tracked via server-side GA4 attribution

Delivered faster and at lower cost than the traditional consulting or dev-shop alternatives the founder had quoted — and, unlike either, still embedded and compounding.

The consulting pillar is manufacturing operations consulting executed hands-on, week after week — not a strategy deck handed over and abandoned. It is what turns the software into results.

• Daily cross-department planning cadence: a daily planning meeting brings leadership from every department to one table. Catching conflicts before they hit the floor drove a 63% reduction in late shipments.
• Weekly meeting discipline — taught, not just run: the team is coached to lead its own weekly planning, execution, and sales meetings, so the discipline compounds instead of depending on any one person.
• Standing ownership sessions: weekly strategy, culture, and sales-opportunity conversations with the owners, keeping priorities aligned as the business scales.
• Org & hiring advisory: advising ownership on key leadership hires, role definitions with clear decision rights, and the accountability structure that holds the whole operation together.
• Sales enablement: the strategic plan for the new sales team — the playbook they now run against.
• Brand & go-to-market: a complete rebrand, ongoing LinkedIn and social management, and a refreshed set of sales collateral.

This is the difference between advising a company and changing how it runs. Most consultants deliver the deck; here it is operated hands-on — and it is what makes the two builds compound.

CDWos is a custom AI-native operations platform that replaced Creative Display Works' seven-tool SaaS stack with one unified system spanning the back office, field crews, and the warehouse floor — all on a single data layer.

• Office OS — the back-office workspace covering Quotes, Build Requests, Production Planning, Engineering, Install History, Parts, Inventory, Customers, Expenses, Reports, and Analytics. One sidebar, one login, one data layer.
• Field Check-In — a mobile-first, PWA-installable app for install crews: PIN-protected sign-in, live job lookup, on-site sign-offs, and push notifications when routes change.
• Inventory — a mobile-first PWA for warehouse staff. Branded QR labels generated in bulk; each QR deep-links to an update form so anyone with a phone can move inventory in seconds.
• 5 warehouse-floor TV dashboards — TVDashboard, TVShipping, TVStations, TVPerformance, and a custom layout view for real-time shop-floor visibility without touching a keyboard.

AI embedded from day one — two production workflows powered by Gemini 2.5 Flash via Lovable AI:

• Daily route optimization: every install crew's day is sequenced by an AI agent weighing stop locations, weather, install-duration estimates, and crew assignments. No more whiteboard scheduling.
• Dynamic re-routing: when a stop is added, cancelled, or runs long, the route is re-optimized in real time and pushed to the field crew's Check-In app.

Beyond AI, the platform integrates address geocoding/validation, route matrix lookups, weather data, ERP order import (with rollback), an automated daily ops digest, and push infrastructure across 26 backend functions. Creative Display Works owns the code, data, and roadmap; new modules ship monthly under the Growth Retainer.

The website is a fully custom B2B site with a product configurator — the "Fixture Builder" — that lets buyers spec a fixture run and see a real, itemized estimate on the spot, turning a static brochure into a self-serve demand engine.

• Instant configurable quoting: buyers configure a run — shelving, LED lighting, powder-coat color, end panels — and see it rendered live with a production-ready itemized estimate and lead time.
• Buyer self-qualification: a full product catalog plus research-backed product education helps buyers qualify themselves before a salesperson is involved.
• Conversion-focused inquiry flow: a quote request flow feeding server-side GA4 and HubSpot attribution.

Behind it sits full analytics and CRM instrumentation — GA4, Google Search Console, HubSpot, server-side event tracking, and AI-native integrations that connect the funnel end to end. You can see it live on the Creative Display Works website.

Within 30 days of launch, versus the prior-site baseline, the demand engine produced:

• +450% web traffic
• Top-10 Google rankings for primary keywords
• +80% lead volume
• +180% web-driven sales
• Daily AI-assistant-sourced inbound leads — including referrals from tools like ChatGPT, attributed through server-side GA4

The relationship is still active — the demand engine is tuned and expanded continuously, not handed off.

The Growth Retainer means the partnership keeps compounding. A sample of what has shipped, most recent first:

• Jul 2026 — Vendor drop-off / pick-up photo documentation for delivery drivers: a timestamped visual chain of custody on materials.
• Jun 2026 — Live quoting module with customer-facing PDF output and embedded terms & conditions.
• May 2026 — Install/delivery tracking expansion across the field workflow.
• Apr 2026 — ERP integration (JobBoss2/E2): purchase order and order data flowing directly into the platform.
• Mar 2026 — Server-side GA4 + HubSpot analytics pipeline for durable, first-party attribution.
• Feb 2026 — Company-wide AI assistant deployment with an organizational knowledge skill (roles, brand standards, product catalog).

Three decisions made the difference:

1. One partner across all three pillars. Because the same partner runs the operating cadence, builds the platform, and owns the website, the pillars reinforce each other instead of fragmenting across a consultant, a dev shop, and an agency. Strategy, software, and demand stay in sync.
2. Embedded, not delivered. A dev shop ships and disappears; a consulting firm hands over a deck and leaves. Aries stays embedded as a Growth Retainer partner — new modules get built as the business discovers new needs, frontier models get swapped in as they ship, and the operating discipline compounds week over week.
3. Single data layer from day one. Every CDWos module — and every app, including the five warehouse TV dashboards — reads from and writes to one unified data store. That's what makes the AI route optimizer useful: it can see jobs, crews, parts, and customer locations in a single query instead of being trapped behind separate tool APIs.

Creative Display Works fits the Aries ICP: a founder-led company doing $2M–$50M in revenue, running 5–10 disconnected SaaS tools, with real operations across multiple departments. If you're at that stage and spending more time managing tools than running the business, the first step is the AI Readiness Audit — a 2–3 week scored diagnostic that tells you exactly what to build, automate, or buy.