Application — Peeler
Orchestrate teams of AIs
on any task.
Peeler coordinates multiple AI providers in deterministic, multi-stage pipelines. Decompose complex tasks, run parallel analyses, cross-validate between models, and iteratively refine results — all with complete reproducibility.
Not a Chatbot
What if you could hire a team of AIs — and they actually worked together?
Peeler doesn't send your document to one AI and hope for the best. It orchestrates a team: one model extracts structure, another validates accuracy, a third generates the final report. Each stage has explicit dependencies, deterministic caching, and real-time progress streaming.
Other tools let you talk to one AI at a time. Peeler coordinates multiple AIs on the same task — using Claude for nuanced analysis, GPT-4 for structured extraction, and a local model for privacy-sensitive stages — in a single, deterministic pipeline.
Any Input, Any AI
Every format.* Every provider.* One pipeline.
PDFs, Word documents, images, CSVs, JSON — Peeler handles them all. Route each stage to the best provider for the job: Claude for nuanced analysis, a local model for privacy-sensitive data, a rule engine for policy checks.
Peeler leverages nxusKit capabilities to employ non-LLM AIs — rule engines, constraint solvers, Bayesian networks — alongside language models in the same pipeline. Because not every step in your workflow needs to generate text.
*Almost every. We do not currently support magnetic tape, floppy discs, paper tape, or punched cards. We also do not support voice calls to 411, smoke signals, or carrier pigeon. If your pipeline requires any of these, we'd love to hear about it.
Architecture
Deterministic by design.
Explicit dependencies, parallel and sequential provider modes, real-time event streaming. Each stage targets its own AI provider and model.
Deterministic input hashing guarantees reproducible results across runs. Rerun a pipeline on the same input and get the same output. Always.
25-result history with full session persistence. Return to any prior analysis. Export at any time.
Ready to orchestrate your first pipeline?
Explore plans, start a free trial, or request beta access.
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