Pricing
Distributed individually.
every deployment ships the full binary — 49 tools, 9 crates, no usage metering
Air-gapped deployment
Run the full pipeline with zero external calls: local models over an OpenAI-compatible endpoint, offline TF-IDF embeddings, and contacts that never leave your perimeter.
Compare
Same binary, different scale
Every tier ships all 49 tools — plans differ in seats, storage, integration depth and support, never in capability.
FAQ
Questions, answered
Parallel Research is a closed product distributed individually — no public package registries or app stores. You receive a single static binary containing the CLI, TUI, HTTP server, dashboard, MCP server and worker processes. Every deployment is complete and identical: 49 tools, 9 crates, no usage metering.
No. Everything — contacts, memory, jobs, reports — lives on your own infrastructure: local SQLite or your PostgreSQL. Nothing leaves your machines unless you push it to your own CRM, and there is no telemetry on your data.
Any OpenAI-compatible endpoint: seven providers work out of the box, and you can plug in self-hosted or custom models. Per-role model routing lets each agent persona run on its own model.
Yes. Offline TF-IDF embeddings (512 dimensions, no network), local models behind an OpenAI-compatible endpoint and on-device processing let the full pipeline run without any external calls.