Auprimus delivers automated, audited, long-horizon reasoning that adapts as it runs and is native to your organization — for faster, cheaper tasks you can trust.
Bring your own key, connect your ecosystem, add your organization's skills, instruct, run and audit, then deliver the output.
Keep each piece of work, its runs and its files in its own project.
An oil-palm yield analysis on two live PostgreSQL tables: from the first API key to a scheduled workflow, in 10 minutes.
One instruction plans and runs every step — and replans when reality deviates.
See itFive connector families - databases, files and storage, streams and queues, APIs and MCP servers. Read and write over one connection, nothing to stitch.
See itGeneric AI guesses at your business. Every step here is grounded in yours — and the grounding compounds with every run.
See itBring your own key, swap models anytime, or run open models on your own hardware — and you own the token bill.
See itAny output type — tables, charts, maps, slides, files, or raw records — written back to any connected system in real time.
See itWhat ran, at what step, at what cost — logs, traces, metrics, and lineage for all of it.
See itShared workspaces, saved workflows, and a live view of every run.
See itRun a saved workflow on a recurring schedule; reruns replay its saved code.
See itA working step's code is saved and replayed on every rerun and schedule. Only a step that fails is rewritten.
See itConnect your Ollama server and run open models where your data lives.
See itFive families of connectors - databases, files and storage, streams and queues, APIs and MCP servers - each read and written over one connection, ready the moment you add your credentials. This is the same catalogue you get in the product.
What the platform actually does with your data, and nothing it doesn't.
Every connection runs over HTTPS.
Every request is authenticated, and every query is confined to your organization.
Who can view and who can edit is checked on every project and every run.
Model API keys and connector credentials are encrypted at rest and never sent back to the browser. You own the token bill.
Generated code runs in an isolated process that receives only the credentials its step needs.
Logs, traces, metrics, lineage and cost for every step. Delete any of it, or export all of it, from Data Controls.
Harness as a Service. Auprimus delivers automated, audited, long-horizon reasoning: from one instruction it plans every step, runs them across your systems, adapts when something changes, and records everything it does.
No. Describe the outcome in plain English and the workflow is planned for you. If you want to, you can read and edit each step's code in the Scripts tab, and a rerun replays that saved code instead of writing it again.
Any provider we support, with your own key on every plan. You can also run open models on your own hardware through Ollama, and choose the model for each step.
Five families of connectors: databases and warehouses (PostgreSQL, Snowflake, BigQuery, MongoDB), files and storage (Amazon S3, Google Cloud Storage, SFTP), streams and queues (Kafka, Kinesis, Pub/Sub), APIs (Salesforce, HubSpot, Stripe, Slack) and MCP servers. Each is read and written over the same connection, and your organization's own skills come on top.
Auprimus rewrites that one step and carries on; the rest of the workflow is untouched. A scheduled rerun replays the saved code rather than generating it again.
Every step has its own logs, traces, metrics, lineage, cost and script, and the run shows its time, tokens and cost live while it works.
Yes. Put a finished workflow on a recurring schedule, hourly, daily, weekly or monthly, and every run is tracked. Event-driven triggers are coming soon.
Your runs are stored so you can audit them, and deleted the moment you say so, from Settings → Data Controls or by deleting your account. You can also export everything. Your model keys are yours, and we never train on your content.
Every connection is encrypted, every request is scoped to your organization, access is set per project, model keys and connector credentials are encrypted and never sent back to the browser, and generated code runs sandboxed. Our Data Processing Agreement is published.
Auprimus runs in the cloud today. Models can run on your own hardware through Ollama, so prompts need not reach a model provider. A self-hosted edition is planned for enterprise.
Minutes. There is no migration: Auprimus sits on top of the systems you already use.
Four plans. Standard and Pro are per seat, Team covers 3 seats, and Enterprise is priced with our sales team. Prices are entry prices: usage beyond your plan is metered. Your own LLM key on every plan, and you can cancel anytime.
Real work is rarely one question. It is hundreds of steps between an instruction and a result, and all the tools, hand-offs and checks in between. We built Auprimus to carry the whole task: it plans every step, runs it across your systems, and records everything it does.
Make long, complex work faster, cheaper and trusted, with automated, audited, long-horizon reasoning that adapts as it runs and is native to each organization.
Every organization can hand over a whole task, not just a question, and get back a result it can check, step by step.
Bring your own key, connect your ecosystem, add your organization's skills, then instruct, run and audit. Nothing to build or maintain.
Cancel anytime · Your keys, your models · Delete your data anytime
Bring your own LLM key on every plan. Cancel anytime.
Plan prices are entry prices. Usage beyond your plan is metered. Save with annual billing. Bring your own LLM key on every plan.
