How it Works
Traceformer.io uses a three-phase orchestrator pipeline: planning, parallel evidence retrieval, and synthesis. This structure maximizes review quality while minimizing token and model cost.
Schematic
Datasheets
Up to 40
1. Planner
Analyzes schematic, creates work order
2. Workers
Up to 10 parallel agents
3. Merger
Synthesizes evidence into review
Schematic
Datasheets
Up to 40
Planner
Analysis
Workers
Parallel execution
Merger
Synthesis
Pick between frontier reasoning models such as GPT 5.2, Opus 4.5, or Sonnet 4.5 for planning and synthesis. The bulk of the work (evidence gathering) uses lightweight, fast models that cost a fraction of the price.
Workers execute simultaneously, reducing wall-clock time significantly compared to sequential processing. Your review completes faster.
If a worker fails to gather useful evidence, the model does not get hung up. You still receive a useful review even when a worker cannot find relevant data, and the system clearly reports what it coulden't verify.