ikonic303 forward deployed engineering, AI automation, marketing and security for Texas operating companies of 50–500 people, including 76 cities over 50,000.
38,307Texas business locations with 50–499 employees (2023)
76cities with 50,000+ residents
50–500people: the company size we work with
Texas’s mid-size employer base.
County Business Patterns 2023 counts 38,307 business locations in Texas with 50 to 499 employees, out of 670,878 establishments statewide. Among them: 3,081 in manufacturing; 2,846 in facility, administrative and waste services; 2,711 in construction; 2,485 in professional, scientific and technical services; and 1,902 in wholesale distribution.
An establishment is one business location, not a whole company. These numbers describe the state economy, not ikonic303’s clients.
76 Texas cities. One way to start.
Every Texas place with a July 2025 population estimate of at least 50,000, largest first.
AI agents, CRM and sales systems, internal tools, and the integrations between them. We start from what the workflow costs today, then decide what is worth building.
Search and answer-engine visibility, content, business profiles and the lead-response system underneath them, reported against a baseline recorded first.
Watch the workflow. The people, systems, delays and exceptions involved, observed on site.
Measure the baseline. Labour, rework and leakage, recorded before anything is proposed.
Build and deploy. Inside your existing accounts, with your team, into production.
Run it, then hand it over. Documented, owned by your people, checked against the baseline.
Travel, site access, scope and timing are agreed per engagement. Security work requires its own signed scope. How an engagement runs
ONE WORKFLOW. A MEASURABLE START.
Bring the problem. We’ll measure it.
Tell us what gets stuck, who touches it, and what it costs when it goes wrong. If the measurement says there is nothing worth building, we will say so.