Enterprise AI meets
human expertise
Build with the brightest minds. Draw directly from your company knowledge.
Deploy agents where your people work. Watch in wonder as they continuously improve.
Maximize your return on intelligence
Generic AI doesn't know how your teams work. Onboard it like an employee.
Integrate your workflows. Leverage them with Mercor.
Mercor Agent Diagnostics
Your biggest opportunities often hide in plain sight. We capture your workflows and tribal knowledge to uncover the ground truth, pinpoint the highest-value agents, and deliver a data-backed roadmap to bring it to life.
Mercor Agent Deployment
We learn how work gets done at your company, build agents equipped with human expertise, and show what “good” really looks like. Deploy them to work, learn, and continuously improve — stretching baseline capabilities to the frontier.
Mercor Agent Benchmarking
We find out how strong your own AI products actually are. Powered by our talent network, we create independent, repeatable benchmarks to pressure-test your product — concrete evidence of exactly where it succeeds and fails.
Mercor Data Monetization
Your enterprise data is a massive, untapped revenue line. We solve the hard technical and regulatory complexities to safely license it — and building agents on our platform naturally enriches your data, maximizing its worth.
Enterprise AI doesn't fail from weak models.
Enterprise AI fails from not knowing what “good” looks like.
We built this system for every leading AI lab. Now we bring the same infrastructure to enterprise.
Rapid agent iteration
Quickly identify gaps in agent performance and optimize prompts in tight feedback loops.
Eliminate silent failures
Surface errors with clear paths for correction — no more invisible mistakes compounding.
Safe deployment
Guardrails and observability de-risk deployment in high-stakes processes requiring nuanced judgment.
Less work. More flow.
Workflows are like snowflakes. No two are exactly alike. Most people live with the breaking points.
We optimize agents for the exceptions. It's the only way to build agents that handle long-horizon work and strengthen your flow. Here are a few things we've helped teams tackle.
Top-of-Funnel Applicant Screening
Ingests ATS data and job descriptions to evaluate massive applicant pools against role-specific rubrics. Delivers calibrated scorecards and clear pass/fail recommendations to dramatically accelerate triage while keeping human recruiters in the loop.
Site Reliability Engineering (SRE)
Detects and mitigates production incidents in real time. Ingests signals from across observability, incident management, and team collaboration platforms to auto-generate runbooks, identify root causes, and minimize Mean Time to Mitigation.
Market Research
Scours intelligence across disparate internal and external research sources. Automatically synthesizes tailored reports in your desired formats - from investment theses and competitive research to market entry strategies.
Cross-Functional RFP Response
Eliminates manual knowledge-chasing by stitching context across siloed teams. Gathers updated inputs from legal, compliance, and IT teams to generate comprehensive first-draft RFP responses.
Project management
Monitors customer-facing milestones and engineering timelines from across your entire tool stack. Surfaces real-time data on resource allocation, project drift, and hidden bottlenecks to keep everyone aligned.
Our first customer was ourselves
It's true. Before deploying these systems for global enterprises, we deployed them in house.
Four weeks later, they became indispensable.
There's a reason we're one of the fastest growing companies. Ever.
The better AI understands actual work, the more useful it becomes for your organization.
Sounds too good to be true?
The only way to know is to book time with us. Discover what happens when Enterprise AI meets human expertise. We're ready when you are.
Let's talk