KEEP YOUR OPENAI FINE-TUNES AND BATCHES ON TRACK.
Connect OpenAI to Menza and ask about your models, files, fine-tuning jobs and batches in plain English — what's still running, what failed overnight, which files feed which job. Menza reads it live through the official OpenAI API, and when a job or file needs acting on, it proposes the step and waits for your approval.
- Reads developer data
- Can take action on OpenAI, once you approve
- Connects via the official API
What can Menza do with OpenAI?
Restart failed jobs without the console
When a fine-tuning job fails, Menza reads the error, proposes the fix — a corrected training file, a resubmitted job — and, once you approve, carries it out through the OpenAI API.
Know what every batch is doing
Ask which batches completed, which are queued and how long recent runs took. Menza reads batch status live, so overnight processing becomes a question you ask, not a console you watch.
Audit your files and models
See which uploaded files are still referenced by fine-tuning jobs, which models your organisation can actually use, and what is safe to clean up — all grounded in the live API.
See these answers on your own OpenAI data.
Menza working with OpenAI.
Menza doesn't just answer questions about OpenAI — it proposes the fix and, once you approve, does the work. You stay in control; nothing changes until you say go.
Menzajust now2 of your 5 overnight fine-tuning jobs failed — both on the same training file. I'll re-upload the corrected file and resubmit both jobs with the same hyperparameters.
Menza6m agoYour batch queue is holding 3 jobs behind one 92,000-request batch submitted yesterday. I'll cancel the stalled batch and resubmit it split into four smaller ones.
Connect OpenAI in a couple of clicks.
Is my OpenAI data secure?
Your credentials are encrypted at rest and never exposed to the AI. Menza reads your data through the provider's official API using the access you grant, and you stay in control of what it can do — read-only by default, with any actions gated behind your approval.
Read our privacy policy- Encrypted in transit and at rest
- Scoped access — you choose what Menza can see
- Read-only by default; any action needs your approval
- Credentials are encrypted and never shown to the AI
- Revoke access at any time
OpenAI questions, answered.
How does Menza connect to OpenAI?
You connect with an OpenAI API key: paste it once and Menza stores it encrypted at rest. The key is never shown to the AI — every request runs through a secured layer that injects it server-side. Scoped keys work, so you control exactly what Menza can reach.
What can Menza answer about my OpenAI data?
Anything visible through the API — your available models, uploaded files, fine-tuning jobs and their events, batch jobs and their progress. Ask what's running, what failed and why, which files back which fine-tune, or how long recent batches took, and Menza reads the live state.
Is my OpenAI data safe with Menza?
Yes. Your API key is encrypted at rest and never exposed to the AI, and access is limited to what the key you provide permits. Menza can take actions — resubmitting a job, removing a stale file — but every action waits for your explicit approval first.
Can Menza help me clean up old files and fine-tunes?
Yes. Ask which uploaded files are no longer referenced by any fine-tuning job, or which fine-tuned models haven't been touched in months, and Menza builds the list from the live API. If you want them removed, it proposes the deletions and acts only once you approve.