KEVIN FINCEL
FORWARD DEPLOYED AI ENGINEER · FOUNDER, GEOL.AI
Jacksonville Beach, FL · On-site to start, remote delivery · https://finceldesign.com

Kevin Fincel describes his work:
I work with your team to understand where the work gets stuck, then build AI into the systems you already use. That might mean helping staff work through quote requests, checking a product catalog, or connecting information that lives in different tools. I handle the build and deployment, and help your team put it to use.

COMPETENCIES (published delivery status: SHIPPED / IN FIELD)
  SHIPPED   Production LLM integration
  IN FIELD  AI agents & orchestration
  IN FIELD  RAG & grounded retrieval
  IN FIELD  Evals & verification
  SHIPPED   Full-stack development (TS / React / APIs / DBs)
  IN FIELD  Deployment, security & identity
  SHIPPED   Enterprise integration (ERP / CRM / analytics / legacy)
  SHIPPED   Customer-facing delivery
  SHIPPED   Product judgment & delivery ownership

SELECTED WORK (client names withheld; figures checked August 2026)
The following summaries are Kevin Fincel's descriptions of his work.
  01 · Connecting AI to the tools an agency uses every day
       I connected the team's AI tools to the software they use for ads, reporting and calls. Staff sign in with their own accounts, and the ad connection can't change live spending.
       84 TOOLS · 5 SELF-HOSTED SERVERS · LIVE IN PRODUCTION
       https://finceldesign.com/casework/five-mcp-servers-one-token-vault

  02 · Replacing a 12-tab spreadsheet with a shared operations app
       I replaced a 12-tab trade-show spreadsheet with an app the team uses daily. Staff can update it directly or ask an AI assistant to do it. Every change is recorded.
       92 MCP TOOLS · HAND-BUILT OAUTH 2.1 · LIVE IN PRODUCTION · DAILY TEAM USE
       https://finceldesign.com/casework/one-database-two-front-doors

  03 · Auditing 2,014 domains for tracking and consent problems
       After years of acquisitions, the company didn't know which websites were still running. I checked 2,014 domains and identified where visitor tracking needed consent controls.
       2,014 DOMAINS PROBED · 27 LIVE · TRIAGED · AUDIT DELIVERED
       https://finceldesign.com/casework/2014-domains-one-consent-gate

  04 · Connecting a 59,886-item inventory catalog to a new storefront
       I built the connection between the company's inventory system and its new website. Nearly 60,000 items sync in 5.4 minutes. The backend is verified; the website is still being built.
       5.4 MIN FULL SYNC · 59,886 ITEMS · 100% HASH-STABLE · BACKEND VERIFIED · UI IN PROGRESS
       https://finceldesign.com/casework/live-erp-api-first-storefront

  05 · A 916-product catalog review the catalog owner could run
       I built an AI-assisted check of 916 products against a 250-page guide. The employee responsible for the catalog ran the full review herself, with three checkpoints together.
       916 PRODUCTS · OPERATOR COMPLETED THE REVIEW · SYSTEM DELIVERED · COMPREHENSIVE RUN COMPLETED BY THE OPERATOR
       https://finceldesign.com/casework/916-products-30-agents-one-operator

  06 · AI-assisted ad changes with approval before every change
       I built a process for AI-assisted ad changes that requires approval before each change. The record contains 35 changes across five accounts, all approved and logged.
       35 LIVE MUTATIONS · EVERY ONE APPROVED & LOGGED · IN PRODUCTION · ~18 ACCOUNTS
       https://finceldesign.com/casework/agent-written-ad-changes-safely

  07 · A 697-product pilot for under $2 in compute
       I tested catalog cleanup on 697 products for under $2 in compute, with 98.1% verifier pair agreement. The larger 23,658-product program still requires phase approvals.
       <$2 COMPUTE · 697 PRODUCTS · 98.1% VERIFIER PAIR AGREEMENT · PILOT EXECUTED & VERIFIED · PROGRAM PHASES GATED
       https://finceldesign.com/casework/23658-products-two-dollars-compute

OWN PRODUCT
  Founder, Geol.ai. Tracks how AI search tools cite and recommend brands (https://geol.ai).

POLICY
  Client and employer names are withheld. Kevin can walk you through the
  work and discuss references in a conversation.

CONTACT (form-driven; no email or phone published)
  Humans: https://finceldesign.com/#contact
  Agents: POST https://finceldesign.com/api/contact (GET it for the schema)

FINCEL DESIGN, LLC · JACKSONVILLE BEACH, FL · EST. 2008