PUBLISHED DATE: 2026-07-22 07:17:27
Enterprise Agentic AI Challenges and Solutions | Publicis Sapient
Sapient Slingshot wins Technology Breakthrough of the Year. Explore Slingshot
Sapient Bodhi ranked #1 for deep research. Explore Bodhi
Meet Sapient Sustain: context-aware AI for complex IT operations. Explore Sustain
3M lines of COBOL → clear specs in 8 weeks. Get the details
Put AI Agents to Work Across Your Enterprise
Publicis Sapient combines enterprise experts with AI platforms to build agents that carry your business context, work across your systems and operate under real governance.
Explore our agentic AI platform
Connect with us
The challenge
The challenge
Industry context
Solution
Customer stories
Insights
FAQs
Connect with us
What makes building and orchestrating agents hard
We've spent decades inside these workflows. These are the problems that come up in nearly every enterprise.
- Execution can't keep up with demand
<p>Manual coordination and functional handoffs can't scale with demand, and adding headcount stops working long before the demand does.</p> - Intelligence is trapped in silos
<p>Operational, customer and commercial intelligence sits across hundreds of systems but stays locked in silos, limiting trusted AI at scale.</p> - AI investments keep fragmenting
<p>Teams adopt different tools and frameworks with nothing connecting them, producing duplicated spend and no clear return.</p> - Governance can't wait
<p>Once agents reach production, you need central visibility into what's running, how it performs and whether it meets policy.</p>
Every industry requires a different approach to agentic AI
Industry context isn’t a layer we add later. It’s what our platforms are built on from day one.
- Consumer Products Consumer Products Consumer Products
Connect demand, pricing and commercial decisions with shared intelligence. - Energy & Commodities Energy & Commodities Energy & Commodities
Bring asset, trading and field data into faster operational decisions. - Health Health Health
Embed trusted AI across clinical, claims, patient and operating workflows. - Financial Services Financial Services Financial Services
Apply governed AI to lending, claims, servicing and investment workflows. - Public Sector Public Sector Public Sector
Apply secure AI to benefits, licensing, casework and public services. - Retail Retail Retail
Connect customer, product and inventory data to support real-time decisions. - Travel & Hospitality Travel & Hospitality Travel & Hospitality
Connect decisions across properties, crews and service teams. - Transportation & Mobility Transportation & Mobility Transportation & Mobility
Connect vehicle, customer and dealer intelligence across the ownership journey. - Telecom, Media & Tech Telecom, Media & Tech Telecom, Media & Tech
Orchestrate customer, network and content decisions across the business.
Our content supply chain solution
Scale content without losing control
Our teams map where content slows down. Sapient Bodhi runs creation, review and personalization as one governed system, so volume rises and quality holds.
2 x
<p>asset production efficiency</p>
60 %
<p>asset reuse</p>
Expertise, amplified by our technology
Explore the solution
Results from real enterprise agentic AI deployments
Health
Global Pharma Company Automates Content at Scale
75 %
<p>faster content production</p>
≤ 45 %
<p>cost reduction</p>
Global Pharma Company Automates Content at Scale
The Problem
With 250+ brands and diverse audiences, content production was too manual and too slow to keep up with growing demand.
Our Solution
The company used Bodhi to streamline content creation, maintain regulatory compliance and improve speed and consistency across marketing channels.
Learn more
Consumer Products
AI-Powered Personalization for a Global CPG Leader
700 +
<p>assets in two months</p>
60 %
<p>reuse across brands</p>
AI-Powered Personalization for a Global CPG Leader
The Problem
A global CPG leader needed to transform its content creation process to stay competitive in a margin-compressed market.
Our Solution
With Bodhi, the company automated content creation to produce more assets faster, reduce manual tasks and personalize across markets.
Learn more
Latest insights
Explore practical guidance on building governed AI, connecting agents and scaling workflows across the enterprise.
- Article
Our Marketing Transformation Is Now a Business School Case Study
July 24, 2026 - Article
AI’s Free-Spending Era Is Over
July 20, 2026 - Article
The 5 Major Pitfalls of Scaling AI Across the Enterprise
June 20, 2026
Enterprise agentic AI FAQs
+ + + + + +
- What is enterprise agentic AI?
Enterprise agentic AI uses agents to carry out work across systems, data and workflows under clear business rules. Unlike a standalone assistant, it can plan tasks, take action, coordinate with other agents and keep people in control where judgment is required. - How do you move AI from pilots into daily operations?
Start with business outcomes, not isolated use cases. Then connect agents to the systems, data and workflows where work happens, apply governance and monitor performance so AI becomes part of the operating model rather than another experiment. - How do you govern AI agents across the enterprise?
Governance requires one place to see which agents are running, what they can access, how they perform and whether they follow policy. Sapient Bodhi provides centralized monitoring, role-based access and human oversight across agent workflows. - Does Sapient Bodhi replace our existing AI tools and models?
No. Bodhi connects agents, models and enterprise systems across cloud providers. It gives organizations one orchestration and governance layer without forcing them into a single model or infrastructure stack. - How does industry context improve AI performance?
Generic models do not understand your operating rules, compliance needs or decision paths. Industry context grounds agents in the knowledge, workflows and controls that shape how your business actually runs. - Can business teams build AI workflows without waiting on engineering?
Yes. Bodhi includes a no-code workflow builder for designing multi-step agent workflows. Engineering teams still manage integration, security and controls, while business teams can shape the processes they know best.