Intelligent CX Consulting (ICX) is an AI consulting firm in Dallas–Fort Worth. ICX designs AI chatbots, voice agents, and agent systems for enterprise customer service teams. Founder Christi Akinwumi has designed AI systems serving 20 million users across 8 global markets.
Model capability is compounding fast. Most teams' ability to put it in front of customers isn't keeping up — and that distance is unrealized value sitting on the table. Closing it is the entire job of ICX.
ICX is the line that bends back up — we design, build, and measure the AI so your shipped experience keeps pace with the frontier.
ICX builds three things for mid-market and enterprise CX, support, digital, and product teams: conversation design, prompt engineering, and CX strategy. Each one ships to production on your stack.
Chatbot flows, intent maps, dialog scripts, and escalation paths. ICX builds AI that resolves issues on the first try.
Learn moreSystem prompts, guardrails, and tests that keep AI accurate, on-brand, and safe before it reaches customers.
Learn moreWhat to automate, what to measure, and what to ship next. ICX ties the plan to the metrics your leaders already track.
Learn moreICX uses a four-step engagement model: Discover, Design, Build, and Measure. The model ships production AI in weeks, not quarters.
ICX runs a 2-4 week sprint. The sprint audits the current customer experience and produces a roadmap.
ICX writes the conversation flows, intent maps, prompts, and guardrails. Written, not slide-decked.
ICX works with your engineers on your platform (Dialogflow, Azure, AWS, or custom LLM).
ICX sets baseline metrics, builds eval sets, and runs a review cadence. The AI keeps improving after launch.
How ICX makes the calls underneath that model is its own method: the Conversation Behavior Framework. Pick the right engine, design the behavior, manage the state, tune the rhythm.
See how ICX thinksTwo anonymized case studies from Christi's prior enterprise roles, before founding ICX, show the kind of production work that informs the firm's approach.
A global tech company needed consistent support across 8 markets. Christi built the multi-language intent architecture, escalation paths, and production prompts. The judgment that moved the numbers was redesigning when the agent escalates versus answers, so the bot stopped guessing on high-stakes turns.
A mid-market e-commerce team was drowning in tickets. Christi rebuilt the customer-facing AI end to end: new flows, guarded prompts, and a self-service strategy that pulled volume off live agents. The turning point was deciding which intents to keep rule-based and which to hand to an LLM, so the bot was reliable where it had to be and flexible where it helped.
ICX brings a rare combination of deep technical prompt engineering expertise and genuine empathy for the end user. The results speak for themselves.
Enterprise AI Engagement, Anonymized Client Feedback
ICX publishes original research on prompt engineering, conversation design, AI governance, and agentic AI.
Most AI agent pilots never reach production. Gartner expects over 40 percent of agentic AI projects to be canceled by the end of 2027. The cause is rarely the model. It is unclear goals, weak evaluation, poor workflow design, and missing governance. The teams that succeed treat these as engineering work, not afterthoughts.
Effective enterprise customer service chatbots are designed, not just deployed. The best practices: build from real intents, design the conversation before the prompts, set guardrails, plan fallback and human escalation, and measure resolution instead of containment. The model matters far less than the design underneath it.
Claude thinking frameworks are simple prompt patterns that push the model to think differently. ELI5 turns complex ideas into plain speech. Premortem surfaces risks before launch. Steelman builds the strongest counter argument. Red Team attacks your plan. Used well, they help leaders make sharper decisions and ship better AI experiences.
Start with a free 30-minute discovery call. ICX audits your current CX stack and maps a roadmap on the call.