01 · Classify
Risk, Complexity, Category
The agentic AI platform that brings enterprise control to all your global content. Three agentic engines classify every asset by risk and complexity, automating the routine and escalating the high-stakes.
OTTO Research Labs
The problems
The more content teams have to translate, review, update, and approve, the harder it becomes to keep things moving. Too much low-risk content gets checked by hand, important issues get caught late, and launches slow down.
Buttons, labels, and critical user flows often lack context and can mean different things depending on where they appear. When issues are caught late, fixes become slower and more expensive.
Routine content often gets the same level of manual review as content that is much more sensitive or important. That adds cost without adding much value.
New text is found late, passed between teams, and fixed too close to release. That creates extra work and delays.
Our Solution
Instead of sending every asset through the same translation and review path, OTTO determines upfront what can move automatically, what needs tighter controls, and what should be escalated to expert review.
Flags regulatory and brand risk upfront, before content enters the pipeline.
RAG and knowledge-graph grounding for
terminology, tone, and regulatory consistency.
Automated, audit-ready scoring on every
output, no human spot-checks required.
How OTTO works
Most platforms can automate translation. Far fewer can identify where quality risk is rising across the global content lifecycle. With three agentic engines, OTTO applies decision logic end to end, classifying risk, routing intelligently, and continuously evaluating outputs, so every asset is handled with the right level of control.
Your existing ecosystem
01 · Classify
Risk, Complexity, Category
02 · Produce
Augmented Linguistic Layer
03 · Evaluate
Quality Estimation & Evaluation
Your workflows
Years of language expertise behind the platform
Enterprise customers served
Tools we seamlessly integrate with
Language services in Canada
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