Wrong product answer
The AI states details that aren't true.
Crossfire is a managed diagnostic and improvement service for commerce and service businesses. Before you automate a single conversation, we map where trust leaks - then decide, with you, which moments AI should handle, which it should escalate, and which must stay human.
Diagnose first. Automate second. Improve every month.Interactive diagnostic
Explore how customer experience failures drain trust, shape future interactions, and reveal where AI should help, wait, or stay out.
Select a scenario to activate its trust analysis below. Each one leaks trust differently.
02 - Trust analysis
Choose one scenario above. Its trust impact, signal-flow map, repair actions, and AI readiness verdict will appear here.
Select a scenario to begin
Downstream contamination
Follow the trail: one incorrect answer can spread doubt across every experience that depends on it.
The AI states details that aren't true.
They plan a purchase around it.
They buy the wrong thing.
The order comes back.
Your listings feel unreliable.
They stop trusting the assistant.
Trust leak type
The assistant answers a product question with confidence and gets it wrong. The customer acts on that reply, and every later answer inherits the doubt.
Trust impact
A confident wrong product answer sits at the severe end of the scale; future AI answers lose trust with it.
Repair actions
Correct the product source data
Require answers to cite approved product info
Add uncertainty and fallback rules
Escalate compatibility or warranty questions
Review similar product conversations
AI readiness
Do not automate yetThe AI gave incorrect product information with confidence. Do not automate recommendations until answers use verified data and guardrails.
Readiness scale
Finding product details
Comparing approved product data
Collecting customer needs
Making recommendations before product data and guardrails are verified
Where trust is decided
Each one carries a different trust risk, a different AI-readiness call, and a different effect on customer-experience quality. We help you start where it matters most.
Insight
Support
Operations
Our engagement
It begins with a Readiness Review - the strategic decision about what to automate and what to protect. From there we design deliberately, launch with measurement, and keep improving the system every month.
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The Crossfire view
More capacity without another hire
Crossfire agents are built to extend your team, not replace it - a managed AI system that handles repeated conversations, supports owner-facing workflows, and improves every month.
Limited by working hours and availability.
Training and supervision take ongoing effort.
Answers and workflows can vary by person.
Repeated questions and tasks still consume time.
Useful patterns are easy to miss.
Available 24/7 for approved conversations and workflows.
Handles higher volume without adding headcount.
Answers from approved business knowledge.
Supports customer-facing and owner-facing use cases.
Reviewed and improved by a human every month.
Pricing
Start with the diagnostic, move into managed improvement, and scale into custom support. Every engagement begins with a Readiness Review, so the work is scoped and worth doing before anything is built.
Step 01 - Diagnostic entry point
Start with clarity. We will map what an agent should handle, what should stay human, and where to start.
Customer question and workflow map
Automation and escalation recommendations
Trust-risk review
Clear first-step roadmap
Step 02 - Managed improvement
For businesses that want a managed AI agent, monthly improvement, and clear visibility into what customers need.
Managed agent setup
Approved knowledge and workflow rules
Monthly interaction review
Improvement recommendations
Customer-facing or owner-facing flows
Escalation and safety guardrails
Step 03 - Custom support
For businesses that need deeper management across multiple agents, workflows, channels, or higher-volume operations.
Multiple agents or channels
Custom workflow support
Higher-volume review
Priority improvements
Bi-weekly one-hour review call
Planning and scoping for additional agents
FAQ
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