We design testable scenarios, run multi-step rollouts, and deliver scored agent trajectories across web, OS, and custom sandboxes — measured against the behaviour you actually want, not just task completion.
Scenario designers, trajectory reviewers, gold-trace operators, and more
Web sandboxes, OS environments, API tools, or custom stacks
Finance, healthcare, legal, e-commerce, support, and more
One programme, run end to end, delivering testable scenarios, consistent rollout evaluations, and gold trajectories for your agent testing pipeline.
Scenario designers, trajectory reviewers, gold-trace operators, and QA specialists across finance, healthcare, legal, e-commerce, and more. Find talent who understand multi-step evaluation, failure tagging, and rubric consistency.
Our delivery team work inside your web sandboxes, OS environments, API tools, or custom stacks. You control access and credentials. Your data never leaves your infrastructure.
Built-in chat, document editor, and everything you need to coordinate simulation work across distributed teams. Share rubrics, align on edge cases, and maintain evaluation consistency across reviewers.
Pay our delivery team in any country from a single dashboard. You set the rates, we add a small fixed fee on top. No hidden costs, no chasing invoices.
We get a shortlist of qualified scenario designers, trajectory reviewers, and QA specialists ready to work in any simulation environment or internal sandbox. What we deliver:
Create your account, scope a project, and commission our delivery team who work inside your existing simulation stack.
Describe your project and the skills you need. Receive proposals from scenario designers, trajectory reviewers, and QA specialists with proven experience in your domain.
We agree the spec, then run delivery inside your web sandboxes, OS environments, or internal tooling.
Share rubrics and task examples, message your team, and handle global payments from a single dashboard.
Create an account and post your first job
in minutes.
Get a dedicated team managed end-to-end
for large agent simulation projects.
Send us your first batch and get scenario designers, trajectory reviewers, and QA specialists who work inside any simulation environment or your own internal sandbox.
The largest network of scenario designers, trajectory reviewers, and gold-trace operators ready to work in any simulation environment or internal sandbox.
Quick answers to common questions about agent simulation projects and delivery lead delivery on ReinforcedX.
The full range for agent simulations: we scope the task types with you at kickoff, produce them against your schema, and QA every batch before it reaches you. If a task type is unusual, we pilot it on a small batch first so you can judge the output before committing volume.
Web applications, desktop and OS environments, internal line-of-business tools, and custom sandboxes. If you can give us access to it, we can run agent simulations against it — including staging environments with synthetic data.
Every batch is sampled and scored against the rubric agreed at kickoff, with a second reviewer on anything ambiguous and independent adjudication where reviewers disagree. You get the inter-rater agreement figure with each delivery, so agent simulations quality is a number you can track rather than a claim we make.
First delivery is typically within a week of the spec being agreed, and we deliberately send a small first batch so you can check the agent simulations output against your expectations before volume ramps.
Agent simulations is priced per delivered unit against an agreed quality bar, or as a fixed monthly fee for a standing programme. You get the full number in writing before work starts, and you are not billed for batches that fail QA.
Yes. Most agent simulations work starts as one batch and becomes a standing programme once the quality bar is agreed. Nothing about the setup changes — the same team keeps running, and you get weekly quality reporting instead of per-batch handoffs.
Deliver our delivery team on ReinforcedX, then invite them to any agent testing environment or your own internal tooling.
Three ways to work with us, from a single batch to a standing programme.
Send us the spec and we scope the work, agree the quality bar, and start delivering. We run inside the tools you already use, so output lands where your team works.
We staff, run, and QA the whole programme inside your tools. End-to-end operations for large or complex projects.
Keep a standing delivery pipeline running against your roadmap, with quality reported every week.
Typically within a week or two of a scope being agreed. The first delivery is deliberately a small batch so you can check the output against your expectations before volume ramps.
One process owner who knows the workflow, one engineer with access to the systems involved, and a weekly 45-minute review. No standing committee, and no requirement for an ML specialist on your side.
You do. Datasets, labels, weights, evaluation suites and runbooks are yours and are handed over at the end. Your data trains your models only, with zero-retention provider settings by default.
Yes, and the quality bar holds because the rubric and gold set are already agreed by that point. Ramping is a staffing question, not a re-scoping one, so it usually takes days rather than a new engagement.
Often you should not. The cases where teams move to us are when they cannot get a quality number out of their current vendor, or when the work is delivered as an opaque batch with no trace of how disagreements were resolved.
We stay on-call for 30 days at no extra cost, then move to an optional support retainer. Most teams also keep a quarterly evaluation review with us to catch drift early.
Copyright © 2026
ReinforcedX, Inc.
All rights reserved