Otera

Otera, previously named DeepOpinion, develops an agentic automation platform that converts regulated, mission-critical enterprise processes into end-to-end autonomous operations. The product is organised around three stated pillars: autonomy (autonomous decision agents that execute whole workflows), control (a single oversight interface with AI guardrails, field-level confidence scoring and decision-level audit trails) and velocity (deployment of self-improving solutions in weeks without system overhauls or bespoke training data).

The platform is built on a multi-agent reasoning engine rather than a single monolithic model, with specialised agents for different parts of a workflow. One example described by the company is a "Proof Agent" that reads rules embedded in unstructured documents such as contracts, regulations and policies and translates them into deterministic, self-enforcing rulesets that govern workflows. The architecture is described as LLM-agnostic and runs on enterprise cloud infrastructure, with encryption and infrastructure protection cited for data privacy and security. Typical target processes include insurance claims settlement, underwriting, loan processing and customer support — work the company positions as beyond the reach of rule-based automation.

According to investor Red River West, the company applies LLMs and its proprietary multi-agent engine to problems that traditional RPA and IDP platforms struggled with, particularly unstructured data, and combines document understanding, confidence metrics, human-in-the-loop review and a no-code interface.

Business model

Enterprise software platform sold to large organisations, engaged through a demo-led sales motion with customer login access to the hosted product; the platform is positioned as a build-on foundation for customers' own automation teams rather than a bespoke integration project.

Traction

The website claims 80% straight-through processing and zero backlog outcomes, with a customer testimonial describing 600,000 annual cases processed in seconds. Red River West states the platform reaches 80-90% automation rates within days versus 10-15% for competitors after months of training, and cites tier-one enterprise clients including Hannover Re and Allianz. An HFS report cited by the company links its work with Allianz Partners to a targeted €300M profit increase by 2027.

Latest developments

The company markets under the Otera name at deepopinion.ai and otera.ai and lists analyst recognitions through 2025 and into 2026, including HFS coverage of its Allianz Partners deployment (December 2025) and an IDC Innovators listing for LLM-driven document understanding (October 2025).