Enterprises are racing to implement AI agents, but most are stuck in the same loop: scattered experiments, limited adoption, rising risk, and little proof of ROI.
Across organizations, employees are experimenting in silos, leaving IT teams to chase shadow AI, while CIOs struggle to connect pilots to measurable business value.
Despite heavy investment, enterprises still can’t answer a basic question: Which agents are worth scaling, and which are wasting resources?
The Solution: Agent Hub
That’s why we built Agent Hub, a new collaborative workspace inside Dataiku, The Universal AI Platform™. Agent Hub brings all agent experimentation, distribution, and governance into one place.
- For business teams: Freedom to create and use agents tailored to their needs.
- For IT: Full oversight of access, data, models, and lifecycle management.
The result? A clear path from experimentation to enterprise-wide adoption of agents with measurable ROI and enterprise-grade control.
A One-Stop Shop for IT-Approved Agents
No more chasing down siloed GPTs, unauthorized tools, or ad-hoc experiments. With the Agents Library, every employee can access approved, trusted agents all in one place.
It’s easy to find and use the right agent for any business need, including:
- Process agents: From KYC operations for bankers and nurse scheduling optimization for hospitals to weekly sales planning for revenue teams, each business expert can leverage the right agents for the right processes at the right time.
- Knowledge Agents: Whether it’s specialized data or proprietary company content, every employee can agentically leverage internal knowledge bases, tailored to their roles and needs.
- Daily Productivity Agents: Empower employees with tools to automate repetitive processes, streamline tasks, and unlock productivity.
All access rights are enforced by IT, so employees can get started faster without putting data, compliance, or budgets at risk.
Self-Service Agent Creation for Any Team
Building shouldn’t be limited to just technical experts. In Agent Hub, business teams can create a Quick Agent to build what they need, when they need it, with no code necessary. Users can:
- Create an agent in seconds using natural language on a single page.
- Jump start building with 20+ prompt templates for common business use cases.
- Leverage approved LLMs, data, tools, and agents already governed by IT.
Instead of waiting weeks in backlogs, business teams can solve their own problems while IT keeps control of guardrails, costs, and approvals.
Each Quick Agent automatically becomes a Dataiku-managed asset, allowing GenAI experts to support troubleshooting and share any business-owned creation into high-impact enterprise-grade agents.
Seamless Agent Orchestration Across Any Task
Agent Hub’s orchestration layer transforms agents from standalone utilities into a dynamic, business-ready taskforce. Users can simply:
- Ask any question.
- Get it routed to the right agent or coordinated across multiple agents for complex tasks.
- Automatically create dynamic presentations, directly from the agent’s outputs, using Dataiku Stories.
From Fragmented Pilots to Scalable Impact
Enterprises risk fragmentation and technical debt with DIY solutions, off-the-shelf tools, and single cloud vendors.
Agent Hub instead provides a clear path from early experimentation to measurable business outcomes, helping IT teams:
- Centralize isolated, ungoverned agent experiments.
- Monitor and provide visibility into all agent activity.
- Make informed decisions about which agents to further invest in and which to retire.
The Foundation for the Future of Agents
As part of The Universal AI Platform™, Agent Hub extends the same foundations that enterprises already rely on for analytics and ML to agents.
- Flexibility: Connect to any cloud, LLM, data source, and business system with the Dataiku LLM Mesh.
- Oversight: Deploy and monitor all agents alongside existing data, analytics, and ML workflows.
- Governance: Enforce consistent policies for all AI governance in one place, with built-in sign-off, explainability, and risk management at every level.
With Dataiku, agents become mission-critical enterprise assets: connected to business data, orchestrated across teams, and built for scale.
Get Started With Agent Hub
Agent Hub will be available for all customers later this month with the release of Dataiku 14.2. To learn more, request a demo or contact your account team.