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OpenAI Frontier is an enterprise platform for constructing, deploying, and managing AI brokers throughout enterprise programs, like your CRM, information warehouses, and inner instruments.
Enterprises haven’t any bother developing with concepts for AI brokers. However they get caught scaling them—sometimes for causes like messy integration work, information and expertise gaps, or belief, governance, and danger considerations. Properly, OpenAI simply introduced one thing for its enterprise prospects working up towards those self same roadblocks: OpenAI Frontier.
However Frontier, which helps you to construct production-ready brokers, is simply accessible to pick out enterprise prospects for the time being. Right here, I will share what we all know concerning the platform’s capabilities up to now—and why Zapier, with its entry to OpenAI, Anthropic, Gemini, and different AI fashions, would possibly make extra sense for your small business.
Desk of contents
Zapier vs. OpenAI Frontier at a look
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OpenAI Frontier |
Zapier |
|
|---|---|---|
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Platform breadth |
Agent-focused platform with execution surroundings, analysis loops, and shared enterprise context |
Full AI orchestration platform with workflows (Zaps), Brokers, Tables, Varieties, Chatbots, Canvas |
|
Mannequin flexibility |
OpenAI fashions with associate ecosystem brokers (Harvey, Sierra, Decagon) |
Works with OpenAI, Anthropic, Gemini, and extra (together with open supply fashions) |
|
Integrations |
Connects to core enterprise programs (CRM, information warehouses, inner apps); associate agent ecosystem |
Greater than 8,000 safe, pre-built integrations accessible instantly |
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Deterministic reliability |
Probabilistic agent conduct with analysis and optimization loops to enhance efficiency over time |
Deterministic workflows run the identical method each time; observable, debuggable, with error dealing with |
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Governance |
SOC 2 Kind II; ISO 27001–aligned safety; enterprise IAM with scoped agent entry, monitoring, and auditable actions |
SOC 2 Kind II, GDPR, CCPA; SSO, SCIM, role-based permissions, audit logs, app restrictions |
What’s OpenAI Frontier?
OpenAI Frontier is designed to shut what OpenAI calls the “AI alternative hole”—the irritating distance between what AI fashions can theoretically do and what organizations can truly deploy in apply. It is positioned as an end-to-end platform for constructing, deploying, and managing AI brokers that may do actual work throughout your enterprise programs.
Here is how Frontier works:
Enterprise context layer: Frontier creates a semantic layer that connects your siloed enterprise programs—information warehouses, CRM instruments, ticketing programs, and inner apps—so brokers can work with the identical data your group does. A semantic layer is principally a translator that provides AI brokers context, not simply entry. So when a discipline updates in your CRM, as a substitute of an agent seeing uncooked information like “acct_status = 3,” it understands “a high-value buyer is in danger and desires follow-up.” OpenAI describes this as giving brokers institutional reminiscence that builds over time.
Agent execution: The platform supplies an surroundings the place brokers can run code, work with recordsdata, and use instruments to finish advanced duties. Brokers can work in parallel to deal with multi-step workflows throughout completely different programs.
Analysis and optimization: Constructed-in analysis loops present what’s working and what is not, so brokers can enhance with expertise. This suggestions mechanism is designed to assist brokers constantly do helpful work over time.
Enterprise safety and governance: Frontier consists of identity-based entry controls, specific permissions, complete auditing, and monitoring designed for delicate and controlled work. You may scope precisely what every agent can entry and see detailed logs of each motion.
Interfaces and agent sorts: Frontier helps a number of interfaces—ChatGPT Enterprise, ChatGPT Atlas, and customized enterprise functions—and works with your individual brokers, OpenAI’s brokers, and third-party brokers from the associate ecosystem.
OpenAI has shared examples of Frontier deployments throughout industries with advanced, regulated workflows:
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Vitality: Predicting pure catastrophe impacts and creating mitigations to keep away from thousands and thousands in losses.
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Manufacturing: Simulating manufacturing and capability siting to optimize $1B+ in capital expenditures.
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Life sciences: Enhancing international regulatory workflows to help drug approvals.
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Banking: Implementing an AI-native again workplace to scale throughout tons of of thousands and thousands of occasions per yr.
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Communications: Accelerating name facilities with a world AI service layer.
What are the restrictions of OpenAI Frontier?
Based mostly on early press, here is what to remember about OpenAI Frontier:
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Availability is restricted. Proper now, you want an invite to entry Frontier. OpenAI plans broader availability within the coming months, however there is no particular timeline—so if it’s good to deploy AI brokers right now, you may must look elsewhere (like Zapier) or be a part of the waitlist.
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Integration setup seems advanced. Frontier emphasizes deep integration along with your “programs of report”—information warehouses, CRMs, and core enterprise functions. Whereas that depth is highly effective, it in all probability requires important upfront technical work and ongoing IT involvement to keep up these connections. Should you’re on the lookout for fast deployment, this may very well be a barrier. Zapier, however, has 1000’s of pre-built integrations, which allow you to join apps in minutes with out customized improvement work.
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Targeted particularly on brokers. Frontier is purpose-built for agent deployment and orchestration. Should you want a broader platform that handles conventional automation workflows, information administration, customized interfaces, or chatbots alongside brokers, you may want extra instruments. Zapier consists of all of those capabilities in a single platform, so you are not managing a number of distributors or programs.
What’s Zapier Enterprise?
Zapier Enterprise can also be constructed for giant organizations that must run automation and AI workflows at scale with out sacrificing safety or management. It consists of the complete Zapier platform and is backed by enterprise-grade governance. You should utilize Zapier’s suite of instruments to create:
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Brokers that function throughout your tech stack
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Varieties that seize information and set off workflows
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Tables that retailer and handle that information
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Chatbots that reply to inner or buyer inquiries
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Zaps that automate workflows behind the scenes
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Canvases that visually map out your workflows
With Zapier Enterprise, IT will get centralized management with SOC 2 Kind II certification, GDPR and CCPA compliance, SAML SSO, SCIM consumer provisioning, role-based permissions, and complete audit logs. In the meantime, groups throughout the group can nonetheless construct and deploy automations with out ready on IT tickets. It is governance that allows relatively than blocks.
The platform helps limitless customers and handles high-volume, mission-critical workflows—firms like ActiveCampaign, Hudl, and ServiceTitan run thousands and thousands of duties by way of Zapier every month. Admins get highly effective monitoring instruments—analytics dashboards, app restrictions, approval workflows—to see precisely what’s occurring throughout the group. And Enterprise prospects work with a devoted Technical Account Supervisor for optimization and help.
And since it is model-agnostic, you’ll be able to entry OpenAI, Anthropic, Gemini, and different AI fashions (together with open supply ones) from Zapier—you are not locked in and may change fashions relying on the workflow.
What’s Zapier Brokers?
Zapier Brokers are AI-powered teammates that take actual work off your plate by automating multi-step duties throughout your tech stack. Consider them as specialised assistants you prepare with clear directions, then give entry to your small business information and the apps they should get issues performed.

In contrast to primary AI chatbots, Brokers can truly do issues: course of leads, handle help tickets, draft customized emails, analysis prospects, and extra—all throughout Zapier’s 1000’s of app integrations. They work autonomously within the background when one thing occurs in your apps (like a brand new lead or help ticket), or you’ll be able to work together with them straight once you want one thing performed.
You may spin up a customized Agent in minutes utilizing plain language with Zapier Copilot, monitor what it is doing by way of the Exercise dashboard, and refine its conduct as you go. And if you wish to get began even quicker, try our assortment of Agent templates.

For instance, Slate, a digital publishing platform, needed to extend lead quantity with out spending hours chasing down prospects or manually enriching information. In order that they constructed a Zapier Agent that pulls in leads from a number of sources, enriches them routinely, and routes high-quality prospects straight to gross sales.
In a single month, that agent helped generate greater than 2,000 leads with no extra handbook carry. The agent dealt with the repetitive work within the background, whereas the advertising and marketing group targeted on nurturing and conversion.
Study extra: AI agent use circumstances
Zapier Enterprise is on the market now
OpenAI Frontier stays invitation solely, and is concentrated particularly on advanced agent orchestration for firms with deep system integration wants. If it’s good to deploy AI brokers and automation right now throughout your total tech stack—empowering groups whereas sustaining enterprise governance—Zapier Enterprise is on the market now with 1000’s of integrations, confirmed reliability, and clear pricing.
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