Enterprise investment is converging on a specific class of AI, systems designed not to assist with work, but to perform it. Otera (previously DeepOpinion) has been mentioned in Gartner's report, "Emerging Tech: Top-Funded Startups for Domain-Specialized Agentic AI." The mention comes as a growing number of global enterprises transition from fragmented automation tools toward autonomous operations, where specialized AI agents execute entire business processes end-to-end.
This transition represents a fundamentally different operating model. Traditional automation digitizes individual steps while still relying on humans to reconcile exceptions, stitch outputs across systems, and make judgment calls at every turn. Autonomous operations invert that model. AI agents execute the process. Humans set the rules and intervene only where genuine judgment is required.
Otera's platform is built around this distinction. It deploys specialized AI agents across complex, multi-step processes such as claims handling, procure-to-pay, and customer service, orchestrating work across ERP, CRM, BPM, and legacy systems from intake to resolution.
"The shift we see across our client base is structural, not incremental," said Stefan Engl, CEO and Co-Founder of Otera. "Enterprises are not optimizing their existing operations. They are replacing them with autonomous processes where AI agents handle the work and humans govern by exception. That is the model the next generation of enterprise operations will run on."
Otera operates in production at enterprises including Allianz, Siemens, and Hannover Re, spanning insurance, banking, and manufacturing. These deployments handle millions of complex cases annually, delivering operational transformation that reshapes how entire business functions run rather than reducing cost at the margins.
The 2025 Gartner® Emerging Tech: Top-Funded Startups for Domain-Specialized Agentic AI is available to Gartner clients here.
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Next Steps: From Insight to Action
Next Steps: From Insight to Action
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