
Super Data Science: ML & AI Podcast with Jon Krohn 984: Building AI Agents Where 99.9% Accuracy Isn't Good Enough, with Raju Malhotra
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Apr 17, 2026 Raju Malhotra, Chief Product and Technology Officer at Certinia, leads product and AI agent initiatives tied to Salesforce. He discusses building enterprise-grade AI agents, AgentForce 360’s stack for grounded context and reasoning, why SaaS plus agents expands opportunity, and practical impacts like productivity gains and deterministic guardrails for finance workflows.
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Siemens Staffing Agent Cut Hours To Minutes
- Certinia moved customers from automation to autonomy with agentic features after a decade as a SaaS vendor.
- Siemens used Certinia's Staffing Agent to optimize thousands of assignments, turning hours of work into minutes and managing real-time changes like sick days and vacations.
Agents Appear As Team Members In Slack
- Users interact with Certinia agents either inside the Certinia app (native on Salesforce) or increasingly via Slack as a team member.
- The Slack experience lets staffing teams ask the agent contextual questions like staffing status and pre-staffing plans in-channel.
SaaS Evolves Into Hybrid SaaS Plus Agents
- SaaS is evolving, not dying; the future is a hybrid of traditional SaaS plus agentic capabilities that combine human and agent workflows.
- Certinia focuses on offering choice: workflows optimized for humans, for agents, or a hybrid that increases value and applicability.




