Deliver multilingual content faster, safer,
with more control.

 

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.



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Meet the team at ATD26

OTTO Research Labs

Built for regulated industries that demand security, compliance, and audit-ready governance.

 
image_video_OTTO

The problems

Publishing content in multiple languages and markets gets messy fast.

 

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.

Icone_01

Small pieces of text cause big mistakes

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.

Icone_02

Teams spend too much time reviewing the wrong things

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.

icone_03

Important issues are found after translation starts

New text is found late, passed between teams, and fixed too close to release. That creates extra work and delays.

Our Solution

OTTO brings control and decision logic to multilingual production

 

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.

OTTO_RCC

 

 

Risk, Complexity, and Category


Flags regulatory and brand risk upfront, before content enters the pipeline.

OTTO_ALL

 

 

Augmented Linguistic

Layer


RAG and knowledge-graph grounding for
terminology, tone, and regulatory consistency.

OTTO_QEE

 

 

Quality Estimation & Evaluation


Automated, audit-ready scoring on every
output, no human spot-checks required.

How OTTO works

Three agentic engines. Human-in-the-loop.
Built in compliance.

OTTO workflow pipeline Three AI agents and two decision gates processing learning and development content GATE 1 GATE 2 CLOSED-LOOP LEARNING OTTO workflow pipeline Three AI agents and two decision gates processing learning and development content GATE 1 GATE 2 CLOSED-LOOP LEARNING

Most platforms translate. OTTO decides.

Classify. Produce. Evaluate.

 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.

Keep your stack. Keep your AI.

Add OTTO intelligence.

Your existing ecosystem

CMS TMS DAM PIM Review tool Client AI / LLMs MT engines
Connect via
API / On-prem / Orchestration

01 · Classify

Risk, Complexity, Category

02 · Produce

Augmented Linguistic Layer

03 · Evaluate

Quality Estimation & Evaluation

Your workflows

Ingest Route Translate / Create Review Reprocess Approve Publish

 Decades of language expertise.

A new generation of agentic AI.

40

Years of language expertise behind the platform

500+

Enterprise customers served

60+

Tools we seamlessly integrate with

#1

Language services in Canada

Get Started with
OTTO today.

 

 

 

©2026 OTTO Research Labs