The single biggest mistake we see Florida businesses making in their AI rollouts is the same one many made with cloud computing in 2015: betting everything on a single vendor on the assumption that they will stay ahead of every alternative for the next decade. With AI — where the leaderboard changes every few months and different models genuinely excel at different tasks — that bet is even riskier than it was with cloud.
Different Models Are Genuinely Better At Different Things
Claude is generally the strongest model for long-document analysis, reasoning, legal-style writing, and clean coding output. ChatGPT excels at fast first drafts, conversational use, image generation in the consumer experience, and multi-step agentic flows. Gemini has strong integration with Google Workspace and excellent multimodal handling of images and PDFs. Perplexity is purpose-built for cited research with sources you can verify. Grok has unique real-time access to public conversations on X. Each one is, on a given task, the best tool available.
If you commit your business to one vendor, you are choosing whichever model that vendor releases for every task — even tasks where the vendor’s model is the third- or fourth-best option. That is fine for casual personal use. For a business that bills by the hour or competes on output quality, it is a quietly costly tradeoff.
Vendor Lock-In Pricing Is Not Theoretical
If your firm of 30 people standardizes on a single AI vendor, you are now an installed-base customer. The vendor knows the friction of switching is high. Their renewal pricing is calibrated against that friction. The customers who push back hardest on AI seat-price increases — and get the best concessions — are the ones whose deployment is multi-vendor and could plausibly walk to a different stack in 30 days.
The Hub Pattern
The pattern that wins is a multi-vendor AI hub: a single login for your team that routes prompts to whichever model best fits the task, with shared audit logging, shared PII redaction, and shared per-role permissions across all the models. Your employee picks the right tool. Your IT and compliance posture stays consistent. Your vendor relationships stay competitive.
When OpenAI ships a better model next quarter, the hub picks it up. When Anthropic releases the next Claude, your team gets it without changing logins or processes. When a new entrant displaces both, switching is a configuration change in the hub, not a year-long migration.
Steve Condit founded Simply IT to bring enterprise-grade IT management to small and mid-sized businesses across North Central Florida. With over 30 years of IT experience and a background in the US Marine Corps, Steve built Simply IT around the principle that local businesses deserve the same quality of technology partnership that large companies take for granted — without long-term contracts or national call center support.
