Solutions
Four ways to work with Synthium Labs: Data, Train, Agents and Red Team. All four run on one shared foundation of expert network, data operations and evaluation infrastructure. Each is a workforce, a workflow and a quality system — expertise is the product, not the headcount. Quality arbitrage, not labour arbitrage.
DATA
Data acquisition, licensing, curation and expert-led annotation
We acquire or license eligible company-owned data, and turn raw data and domain-specific tasks into expert-reviewed datasets through curation, annotation, quality assurance and adjudication.
Explore DataHow it runs
TRAIN
RL environments and expert-generated post-training datasets
Production-grade RL environments for training frontier agents on real engineering work: runnable tasks with explicit completion criteria and independent verification. Plus SFT, preference and reasoning datasets written and verified by domain experts.
Explore TrainHow it runs
AGENTS
Agent and model evaluation
Coding and reasoning agents assessed by engineers across correctness, architecture, security and failure modes, and model outputs judged by experts against documented, calibrated rubrics. Each failure comes with an expert diagnosis, not just a score.
Explore AgentsHow it runs
RED TEAM
Adversarial testing and safety assessment
Domain experts probe safety boundaries, attempt jailbreaks and surface policy violations. Every finding is severity-rated and ships with reproduction steps, so your team can verify it.
Explore Red TeamHow it runs
Shared foundation
The Data Foundry, the Expert Network and Evaluation Infrastructure are built once and shared. They are not separate offerings: every product draws on the same standard of judgement.
Qualified, calibrated domain specialists who judge the work.
How experts are sourced and calibratedSelected real-world data, turned into assets with provenance.
How data becomes training and evaluation assetsIndependent checks and documented scoring criteria, agreed before anything is scored.
The quality systemHow we scope a solution
Prove it small. Then scale it. Every engagement follows the same path, so the standard is checked on your work before capacity grows.
We define the task, the expertise it requires and the quality bar your deliverable must meet.
A scoped pilot runs on real work. Experts are qualified and calibrated against your rubric before production.
Output passes independent review and is checked against the criteria agreed up front. Disagreements are adjudicated.
Capacity expands only after the standard has held on your work.