Behest for manufacturing
Control AI spending across every plant and production line.
Behest is the control plane for enterprise AI. For manufacturers, that means a spending limit for every plant and team before the invoice arrives, designs and supplier data kept in your hands, and a record of every AI call your quality and security teams can rely on.
The short version
What does Behest do for manufacturers?
Behest is the control plane for enterprise AI, applied to manufacturing. It caps AI spending per plant, line, or team before the provider invoice arrives, removes personal information from prompts, limits which teams can use which AI models, and keeps an audit record of every AI call.
What your plants get
AI Token FinOps is the cost-control layer of the Behest control plane. AI Governance adds the data, access, and audit controls.
Cost control before the invoice arrives
Set a hard spending limit for each plant, production line, or team. When it is reached, AI calls stop, so you never learn about an overrun from the provider bill. Every dollar is tied to the plant or team that spent it, so AI cost can be managed like raw materials or energy.
Designs and supplier data kept in your hands
On the Enterprise plan, personal information is found and removed before a prompt reaches an outside AI provider, and prompts are screened for attacks. On the Enterprise self-hosted option, prompts, completions, and provider keys never leave your environment, so process know-how and supplier terms stay with you.
Model access by plant or team, with an audit trail
Decide which AI models each plant, engineering group, or supplier-facing team may use, block everything else, and keep a record of every AI call. When quality, security, or an auditor asks what your AI did, you have the answer.
What changes on the plant floor
The controls a manufacturer asks for, before and after Behest.
| Area | Without Behest | With Behest |
|---|---|---|
| AI spend | Discovered on the provider invoice, weeks later | Tied to each plant and team, with limits enforced as calls happen |
| Designs and supplier data | Sent to outside AI tools as typed | On the Enterprise plan, personal information is removed before a prompt leaves; on the self-hosted option, prompts never leave your environment |
| Model access | Anyone can use any model or tool | Approved models per plant or team; everything else blocked |
| Audit trail | No record of who asked what | Every AI call on the record for quality, security, and audits |
Built for your security and finance reviews
Run Behest as a service in Behest's cloud, or choose the self-hosted Enterprise option and run it in your own environment, where prompts, completions, and provider keys stay inside your own environment.
Behest holds no security certification. It gives your security team controls they can map into their own programs, such as ISO 27001 or IEC 62443, and the audit records those programs ask for. Your team makes the final determination for your program.
Frequently asked questions
- How does Behest keep AI spending inside a plant's budget?
- You give each plant, production line, or team a dollar or token limit. Behest counts every AI call against that limit as it happens and stops calls once the limit is reached, so an overrun is prevented instead of discovered on the invoice. Reports show which plant or team spent what, so AI cost can be managed like any other input cost.
- Where do our designs, process data, and supplier data go?
- Behest runs as a service in Behest's cloud on every tier. On the Enterprise self-hosted option it runs in your own environment instead, and prompts, completions, and provider keys never leave your environment and are never used to train public models. On the Enterprise plan, personal information is removed before a prompt reaches an outside model.
- Does Behest hold a security certification such as ISO 27001?
- No. Behest holds no security certification today. What it gives your security team is controls they can map into their own programs, such as ISO 27001 or IEC 62443: personal information removed before prompts leave, an approved-model list per plant or team, and an audit record of every AI call. Your team makes the final determination for your program.
- How is Behest priced for manufacturers?
- Behest is licensed as software. It is not a per-token markup. You can bring your own AI provider keys or use models through Behest at pass-through cost. Plans are sized to your annual AI spend, and self-hosting, PII scrubbing, and prompt-injection defense are included in the Enterprise plan. Contact us for a quote.
- Does this work for one plant as well as a global network of factories?
- Yes. The same controls apply whether you run one plant or many. Each plant, line, or team gets its own spending limit, its own approved-model list, and its own audit record, and you can add more as you go.
- Can Behest lower our AI bill, not just report on it?
- Yes. Beyond budgets and reports, Behest can route a request to a cheaper model where the use case allows, which can cut model costs by up to ~30% depending on use case. You set the policy for which requests are eligible.
Talk to our manufacturing team
Tell us which plants and AI tools you need to bring under control. We will show you Behest on your own AI stack, or you can book a demo directly.
Request a consultation
Tell us about your plants and what you need to control. We will follow up with a demo on your own AI stack.