
Topics will include:
- AI agents are moving faster than most teams can manage them. 64% of organizations deployed AI agents faster than they felt prepared to support, and 52% of builders only learn about production issues through customer complaints.
- Legacy data observability stops at the pipeline. Traditional tools were built for pipelines, not agents, leaving no visibility into agent behavior, context quality, or outputs — including RAG and tool call results.
- The data context layer remains the biggest blind spot. 64% of builders cite context and data quality as their top visibility gap, while most AI observability tools miss the data retrieved through RAG and tool calls entirely.
- Silent failures are already happening. 61% of organizations have experienced issues where metrics look normal while critical data problems occur, with agent-driven systems dramatically increasing the potential blast radius.
- Enterprises need one trust loop across data and AI — not separate tools. 62% of organizations currently have disconnected or no observability across these systems, leaving gaps from raw data through agent behavior and outputs.
- Built on 7+ years of production-proven data observability. Monte Carlo delivers 100+ integrations, span-level telemetry, and proven impact — including 357% ROI over 3 years, $1.5M+ in losses avoided, and 80% reduction in data and AI downtime.

Monte Carlo is the agent trust platform that unifies data and agent observability to monitor, troubleshoot, and improve production AI systems. As enterprises prepare to deploy thousands of agents across business-critical use cases, Monte Carlo provides the reliability infrastructure to support them along this AI transformation, from human-guided agents to fully autonomous operations. Founded 2019. Backed by leading investors. Trusted by 400+ enterprises including Amazon, PepsiCo, Honeywell, CNN, Nasdaq, and JetBlue.
Title Representation
Industry Breakdown
Org. Size by Revenue
Got questions? We’ve got answers!
Why should I attend?
Your time is valuable and we make sure to make the most of it! We take the time to figure out your challenges and customize your experience to meet your needs. Our agendas are tailored to your feedback and we pride ourselves in covering the most cutting-edge content delivered by renowned industry experts. Look forward to building enduring partnerships and together we’ll go straight to the top.
What if I have dietary restrictions?
What if I want to speak at an assembly?
Apex is always looking for speakers that can contribute their valuable insight. If you would like to speak, please contact your Apex POC or fill out the Speaker Registration Form on the Assemblies page. Please keep in mind that we receive many inquiries for speaking and sessions are available on a first come first served basis. But no need to worry, we have plenty of opportunities available at future assemblies.
I plan on being in attendance, but what if something comes up and I have to cancel?
We understand that something may come up on your calendar! Before canceling with us, please know that we will have a separate room for attendees to step out for work-related activities (meetings, emails, conference calls, etc.). If you must cancel, we just ask that you let us know at least 48 hours in advance so that we can open up the waitlist for another member.

ROLE DESCRIPTION
We are looking for a Business Development Manager to join the company and take on one of the most opportunistic roles the industry has to offer. This is a role that allows for you to create and develop relationships with leading solution providers in the enterprise technology space. Through extensive research and conversation you will learn the goals and priorities of IT & IT Security Executives and collaborate with companies that have the solutions they are looking for. This role requires professionalism, drive, desire to learn, enthusiasm, energy and positivity.
Role Requirements:
Role Responsibilities
Apex offers our team:
Entry level salary with competitive Commission & Bonus opportunities
Apex offers the ability to make a strong impact on our products and growing portfolio.
Three months of hands on training and commitment to teach you the industry and develop invaluable sales and relationship skills.
Opportunity to grow into leadership role and build a team
Extra vacation day for your birthday when it falls on a weekday
All major American holidays off
10 paid vacation days after training period
5 paid sick days
Apply Now >>