Agentic AI
Jun 26, 2025

Deepak Singla
IN this article
Box’s integration of enterprise-grade AI isn’t just a feature upgrade—it’s a clear signal that the future of work is AI-native. This article explores how organizations like Box, Shopify, and Duolingo are rethinking workflows, hiring, and compliance through embedded AI, and why simply surfacing knowledge is no longer enough. With agentic AI platforms like Fini, enterprises can go beyond chatbots and RAG-based systems to automate real actions, refunds, CRM updates, escalations—with full context, empathy, and compliance. Learn why this shift is critical across support, HR, finance, sales, and product, and get a step-by-step guide to make your team AI-competitive before it’s too late.
AI Isn’t Optional Anymore—It’s Operational
As Box adopts enterprise-grade AI with built-in Meta’s Llama and IBM’s watsonx, it’s no longer experimenting—it’s rewriting how work gets done. AI is not a future upgrade. It’s now a prerequisite for survival in modern enterprises.
If you’re still asking, “Should we try AI?”, your competitors are already miles ahead.
What Box Is Doing—and Why It Matters
Box is transforming from file storage to intelligent automation.
By embedding large language models directly into Box AI, the company is helping enterprises move from content management to content intelligence.

Key areas Box is transforming:
Enterprise-grade compliance and content governance
Acceleration of internal workflows with native AI integration
Old workflows—manual search, delayed tickets, rigid processes—are being replaced.
🔍 Still relying on manual document lookup or human escalation loops? You're operating at a disadvantage.
AI Fluency Is the New Workplace Currency
Across industries, AI adoption isn’t a trend—it’s a mandate:
Shopify includes AI proficiency in hiring and performance reviews
Duolingo slashed contractor reliance in favor of AI workflows
Box is upskilling teams around AI-native development environments
Teams are being hired, trained, and promoted based on how well they use AI tools in real time. If your workflows are still human-dependent by default, you’re falling behind on productivity and talent retention.

Why Content Discovery Isn’t Enough Anymore
Many companies are stopping at content-AI—using tools to find and surface answers. But the real business impact comes when AI can take action on that content.
What modern teams now expect from AI:
Process a refund from your billing system
Update records in a CRM like HubSpot or Salesforce
Respond to customers across chat, email, and social
Trigger diagnostics and escalate with full context
✅ Surfacing knowledge is useful. Taking compliant, governed action is transformative.
What Comes After Chatbots and RAG: Agentic AI
Traditional chatbots and even retrieval-augmented generation (RAG) tools are showing limitations. They don’t retain memory, handle edge cases, or execute backend actions reliably.
Enter: Agentic AI
A new class of AI systems that:
Retain context and user memory across sessions
Trigger real-world backend actions (like refunding, verifying, escalating)
Adapt to nuanced, multi-turn conversations
Improve continuously through learning loops
Box solves enterprise content intelligence.
Agentic AI platforms like Fini solve enterprise action intelligence.

Fini: Turning Your Content into Automated Resolution
Fini is the missing execution layer on top of your AI-enabled content stack.
Where Box organizes and governs knowledge, Fini turns that knowledge into action.
With Fini, support and ops teams can:
Automate support workflows (refunds, cancellations, verifications)
Retain conversation history and decisions for compliance
Handle multi-intent queries empathetically and accurately
Integrate directly with Zendesk, Intercom, HubSpot, and more
“Read and react” is outdated. With Fini, teams delegate and resolve.
Agentic AI Beyond Support: Use Cases Across Departments
AI-native workflows are transforming every function, not just CX.
Real-world examples by team:
HR: Resume screening, onboarding workflows, candidate feedback automation
Finance: Expense reconciliation, fraud detection, report generation
Legal: Policy reviews, smart contract creation, compliance audits
Sales: Lead scoring, outbound sequencing, follow-up nudges
Product: Feedback triage, user research synthesis, roadmap suggestions
Agentic AI doesn’t just answer questions. It moves processes forward.
CX and Support Teams: You’re Already in the Hot Seat
Support is the proving ground for AI transformation.
Why?
Customers expect real-time, accurate responses
Legacy systems cause friction, delays, and drop-offs
Traditional chatbots lack context and empathy
How Fini helps CX teams lead the AI shift:
Deflects 80%+ of tickets with complete resolution
Supports multilingual, multi-channel interactions
Improves CSAT, resolution speed, and reduces agent workload
Proof in the Market: AI-Native Startups Are Winning
Today’s most efficient companies are born AI-first.
But even mature organizations can make the shift—if they move fast and move smart.
Lessons from the field:
Klarna faced backlash for over-automating, then rebalanced
Box is getting it right by starting with trusted content, then layering in governed actions
The takeaway: Start where trust lives (content). Then scale with action and governance.
4 Steps to Start Winning with AI (Today)
Step | What to Do |
---|---|
1. AI Audit | Identify where humans are repeating tasks AI can now handle |
2. Governance Check | Ensure tools are secure, explainable, and compliant |
3. Build Agentic Capabilities | Go beyond chatbot Q&A—use platforms like Fini to trigger real actions |
4. Prove ROI | Measure gains with CSAT, resolution time, automation %, and cost savings |
The Cost of Waiting Is Growing
LLMs and agentic AI aren’t future tech, they’re already shaping how your competitors operate.
With Box and Fini in tandem, your organization can:
Enable fast, accurate decisions without waiting on humans
Improve customer experience while reducing overhead
Scale operations without scaling headcount
Build AI workflows that are secure, explainable, and trusted
The age of manual, reactive work is ending. The age of AI-powered, action-oriented workflows is here.
👉 Book a Demo with Fini - See how agentic AI transforms your support, operations, and beyond.
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Agentic AI
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