AI automation & engineering for New York businesses.
ikonic303 forward deployed engineering, AI automation, marketing and security for New York operating companies of 50–500 people, including 13 cities over 50,000.
23,008New York business locations with 50–499 employees (2023)
13cities with 50,000+ residents
50–500people: the company size we work with
New York’s mid-size employer base.
County Business Patterns 2023 counts 23,008 business locations in New York with 50 to 499 employees, out of 541,313 establishments statewide. Among them: 1,942 in professional, scientific and technical services; 1,557 in manufacturing; 1,520 in facility, administrative and waste services; 1,142 in construction; and 1,093 in wholesale distribution.
An establishment is one business location, not a whole company. These numbers describe the state economy, not ikonic303’s clients.
13 New York cities. One way to start.
Every New York 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.