Cercie Florano is the AI automation architect who runs SwiftStream.
Cercie Florano is an AI automation architect and the founder of SwiftStream, a solo AI-operations consultancy working with clients in the United States and Singapore. She maps how a business actually runs as a BPMN process map first, then builds the AI systems that run it: CRM and automation infrastructure, AI agents that handle inbound, custom booking platforms, and custom software where nothing off the shelf fits. Operations first. AI second. Always.
- 1,523Bookings processed, CPR Syndicate
- 687Runs with zero errors
- 175Inbound conversations handled in the first 9 days
- 779Messages sent automatically in those 9 days
- 24 hoursTurnaround on the full operations audit
- 2 weeksFrom signing to first automation live
Cercie taught herself the stack by building things that worked
She studied data analytics at 18. In 2025 she studied automation and AI. By 2026 she was building agentic AI systems, custom SaaS, and the automation infrastructure underneath them.
The path in was hands-on, not academic. She started with n8n and GPT, built things that actually worked, and the work turned into the business. She is self-taught, and that is worth saying plainly rather than dressing it up. The case for hiring her is the systems already running in client businesses, not a list of credentials.
SwiftStream maps the business as a process before any tool is chosen
SwiftStream is an AI-operations consultancy. Every engagement starts with a BPMN process map instead of a tool recommendation. Version 1 documents the business exactly as it runs today, including the parts held together by one person and a spreadsheet. Version 2 is the redesigned flow. The build is executed against version 2, so the automation sits on a process that has already been fixed.
Only after that does software get picked. The build work is CRM and automation infrastructure, AI agents that handle inbound conversations, custom booking platforms, and custom software when nothing off the shelf fits. The stack is n8n, GoHighLevel, Supabase, Next.js, Vercel, Stripe, Camunda and BPMN, and the Claude and GPT model APIs. The core combination is GoHighLevel, n8n, and Supabase used together.
To be clear about which SwiftStream this is: swiftstream.ai is the AI-operations consultancy founded and run solely by Cercie Florano, serving clients in the United States and Singapore.
It is built for founder-led service businesses stuck running everything by hand
The clients are founder-led service businesses doing real revenue whose operations are still manual. Bookings confirmed by hand. Inbound messages answered one at a time by the owner. A process that works only because someone is holding it together every day.
Because it is a solo consultancy, Cercie is the person who maps the process, builds the system, and hands it over. There is no account manager in between and no junior doing the build.
The proof is the systems already running in client businesses
For CPR Syndicate, she built a custom booking platform now covering 14 locations. It has processed 1,523 bookings, 894 of them confirmed, with zero errors across 687 runs.
For a luxury event-furniture brand, she built inbound AI agents that handle first contact. In the first 9 days live they handled 175 conversations and sent 779 messages automatically.
Engagements start at $10,000 and the audit comes back within 24 hours
Engagements start at $10,000. That buys a full operations audit delivered back within 24 hours, with every process mapped and every bottleneck named, and the highest-leverage automation live within two weeks of signing. Larger builds are quoted after the audit, once the map shows what is actually worth building.
You can reach Cercie through swiftstream.ai or on LinkedIn at https://www.linkedin.com/in/cercie-florano.