FAQ
Publicis Sapient positions Bodhi as an enterprise agentic AI platform for designing, deploying and orchestrating AI agents and workflows at scale. The platform is built on an enterprise context graph that gives agents a persistent, evolving understanding of how the business works across systems, data, workflows and dependencies.
What is Bodhi?
Bodhi is Publicis Sapient’s enterprise agentic AI platform. It is designed to help organizations design, test, launch and orchestrate AI agents and workflows across the business from one place. Publicis Sapient positions Bodhi as an all-in-one environment for moving from AI experiments to production-grade execution.
What problem does Bodhi solve for enterprises?
Bodhi is built to solve the gap between launching AI workflows and scaling them into real business impact. The source material says many AI tools work from isolated prompts or snapshots of data, which leads to outputs that can be off-brand, non-compliant or irrelevant. Bodhi addresses that by grounding agents and workflows in governed enterprise context.
How does Bodhi help organizations move from AI pilots to production?
Bodhi helps organizations move from pilots to production by providing orchestration, governance, observability and enterprise context in one platform. Publicis Sapient says Bodhi turns AI from experiments into execution by connecting agents across workflows, systems and teams. The platform is positioned as production-ready because it combines deployment speed with controls, transparency and monitoring.
Who is Bodhi for?
Bodhi is designed for both business users and technical teams. It includes Business Studio for non-technical users who want to build agents without writing code and Dev Studio for engineers building AI-powered workflows. This lets different teams work from the same platform while supporting different levels of technical complexity.
Can non-technical users build agents in Bodhi?
Yes, Bodhi is designed so non-technical users can build agents and workflows without writing code. The platform includes an intuitive interface, natural-language configuration and a low-code visual canvas. Publicis Sapient says this helps teams create agents in minutes and assemble workflows more easily.
What are Bodhi’s main workspaces?
Bodhi has two main workspaces: Business Studio and Dev Studio. Business Studio is for non-technical users building agents, while Dev Studio is for engineers creating AI-powered workflows. The source presents this structure as a way to support both business-led and technical AI delivery in one environment.
What is the agent marketplace in Bodhi?
The agent marketplace is a catalog of pre-built agents in Bodhi. It includes function-specific and industry-vertical-specific agents that organizations can tailor to their own environment or deploy as is within their business context. Publicis Sapient says these pre-built agents provide leverage because much of the heavy lifting is already done.
How do teams build workflows in Bodhi?
Teams build workflows in Bodhi by assembling agents on a visual, low-code canvas. In the lending example, each node in the workflow represents a sub-agent aligned to a step in the lending management process. Users can click into each agent, configure it in natural language and manage the workflow without handling the full underlying complexity directly.
Does Bodhi support pre-built and reusable agents?
Yes, Bodhi supports pre-built and reusable agents. The platform includes a library and marketplace of pre-built industry and generative AI agents that teams can customize or use as a starting point. This is presented as a way to speed up deployment while maintaining quality.
How does Bodhi use the enterprise context graph?
Bodhi uses the enterprise context graph as its foundational intelligence layer. Publicis Sapient describes this graph as a living, persistent model that connects applications, data, workflows, dependencies and decision history so agents can operate with enterprise awareness instead of isolated prompt memory. This helps Bodhi agents understand how systems work together, what may be affected by change and what risks or constraints matter.
What is an enterprise context graph?
An enterprise context graph is a living map of how the business actually works. Publicis Sapient says it connects systems, data, rules, workflows, documents, decisions and dependencies so AI can operate with business meaning rather than isolated prompts. The graph is described as persistent and continuously updating as the business evolves.
Why does enterprise context matter for agentic AI?
Enterprise context matters because agentic AI needs more than access to tools or data. The source material says agents must reason across systems, coordinate tasks, respect policies, understand dependencies and account for downstream impact. Without that context, AI can generate plausible outputs but still act against the wrong definition, workflow or system of record.
How is Bodhi different from AI tools that work from prompts alone?
Bodhi is different because it is built on persistent enterprise context rather than session-by-session prompt memory. Publicis Sapient contrasts temporary AI context with a continuously evolving organizational memory that compounds over time. This allows Bodhi to support more governed, explainable and enterprise-aware workflows.
What capabilities can Bodhi agents support?
Bodhi agents can support document understanding, forecasting, compliance and optimization use cases described in the source material. Examples include insights and reasoning models for document understanding, forecasting models for loan value extraction, compliance models for jurisdictional checks and optimization models for property valuation. The broader source content also describes capabilities such as analytics, detection, personalization and workflow orchestration.
How does Bodhi support governance and control?
Bodhi includes built-in governance, transparency and control. The source says the platform is built for the enterprise with configurable guardrails, workflow visibility and the ability to validate outcomes before making workflows live to other business users. Publicis Sapient presents this as essential for trust, especially in regulated or high-stakes environments.
Does Bodhi keep data in the customer’s environment?
Yes, Bodhi is described as operating in the customer’s own environment. Publicis Sapient says Bodhi integrates with existing tools, platforms, data sources and applications while keeping data secure within the organization’s boundary. The source also states that data does not leave that boundary when workflows run in the enterprise ecosystem.
Does Bodhi integrate with existing enterprise systems?
Yes, Bodhi is designed to integrate with existing enterprise systems. The source says it works with a company’s existing tools, platforms, applications and data sources rather than requiring a rip-and-replace approach. Publicis Sapient also describes Bodhi as platform agnostic in one banking example.
How does Bodhi support observability and monitoring?
Bodhi supports observability through dashboards and workflow monitoring. Publicis Sapient says customizable dashboards show what agents are deployed across the organization and how they are performing. Teams can also monitor workflows, track activity and validate outcomes before broader rollout.
What business outcomes does Publicis Sapient associate with Bodhi?
Publicis Sapient associates Bodhi with speed, quality, governance and more scalable execution. The source says Bodhi helps orchestrate AI across the enterprise, reduce manual work, improve risk controls and move from disconnected pilots to coordinated business action. In one example, a commercial bank used Bodhi to build a workflow aimed at reducing loan processing time from 60 days to 30 days.
Can Bodhi be used in regulated or high-stakes workflows?
Yes, Bodhi is positioned for regulated and high-stakes enterprise workflows. The source emphasizes configurable guardrails, data-to-decision traceability, governance, visibility and data staying within the organization’s environment. Publicis Sapient also says human teams can monitor workflows and validate outcomes before wider release.
How does Bodhi fit into Publicis Sapient’s broader platform ecosystem?
Bodhi is one part of a broader Publicis Sapient platform ecosystem built on a shared context foundation. The source says Bodhi is used to create and orchestrate enterprise-ready agents and workflows, Slingshot is used to modernize systems with dependency awareness and Sustain is used to detect patterns and risks in live operations. Together, they share one continuously evolving understanding across teams, systems and time.