Platform · Modular integration

Keep your stack. Keep your AI. Add OTTO control.

The agentic AI platform that brings enterprise control to all your global content. It plugs into the systems and models you already run, one engine or all three.

Your existing ecosystem

  • CMS
  • TMS
  • DAM
  • PIM
  • Review tool
  • Client AI / LLMs
  • MT engines

Connect via

APIOn-premOrchestration

Your workflows

  • Ingest
  • Route
  • Translate / Create
  • Review
  • Reprocess
  • Approve
  • Publish

Select an engine to see where it acts in your workflow.

  • 500+Enterprise customers served
  • 60+Tools we seamlessly integrate with
  • HundredsOf languages
  • SOC 2Independently assessed security controls
  • 0%Of your content used to train or fine-tune a model

Nothing to replace

OTTO does not replace your systems or your AI. It adds decision intelligence wherever the workflow needs it.

  1. Before production
    RCC 01 · Classify

    Risk, Complexity & Category

    Decide what needs AI before AI touches it.

  2. During production
    ALL 02 · Produce

    Augmented Linguistic Layer

    Grounded in your context: RAG and knowledge-graph grounding in your own assets, per document.

  3. After production
    QEE 03 · Evaluate

    Quality Estimation & Evaluation

    Score every output and recommend the next best action.

Enterprise volume

Route by risk, not by volume.

The more content teams translate, review, and approve, the harder it becomes to keep moving. Low-risk content gets checked by hand, important issues are caught late, and launches slow down.

OTTO recommends a path by risk, not volume, and you decide what moves automatically.

  • RCC01 · Classify

    Effort where risk is rising.

    RCC recommends a path for every asset upfront: what can move automatically, what needs tighter controls and what should go to expert review. You decide: document by document, or once, by setting the thresholds under which routine content moves automatically.

  • ALL02 · Produce

    Your terms stay locked.

    Every output is grounded in your translation memories, glossaries and style guides, retrieved per document. Approved terminology stays locked instead of drifting.

  • QEE03 · Evaluate

    Every output scored. No spot-checks.

    Automated, audit-ready scoring on every output, no human spot-checks required. Each score comes with a stated reason, and weak or unsure output is flagged for a human.

  • Updates

    Change once. Re‑run only what changed.

    When a source changes, OTTO re-runs only the affected parts and re-checks them. Unchanged content stays as it was, the change is traced, and every market version stays aligned to the same source.

  • Orchestration

    Cost and latency in view.

    Model-agnostic orchestration with full cost and latency visibility. Word allowance and volume per day and per month, in the dashboard of every account.

  • Feedback loop

    Better with every cycle.

    Feedback continuously improves routing rules, thresholds, terminology and engine selection.

Not to eliminate human expertise. To apply it where judgment has the greatest impact.

OTTO removes the low-risk volume and the manual checking, so your specialists spend their time on the high-stakes content.

Three ways to deploy

Plug in one engine where it hurts, or wrap your whole stack.

Pick a setup, plug each engine in and out, and swap the model that produces your content.

Bring your own AI 3 of 3 engines plugged in

Use OTTO to govern, orchestrate, or evaluate your existing AI. Perfect for organizations with investments in proprietary AI or models.

Your content
CMSTMSDAMPIM
01 · Before production
RCC
  • Automated
  • Controlled AI
  • Human review

Recommends a path for each asset by risk, complexity and regulatory sensitivity.

02 · Production
Your model
Grounded byALL
  • Translation memories
  • Glossaries
  • Style guides

Your model keeps producing, grounded in your assets per document.

03 · After production
QEE
  • Score + stated reason
  • Approve
  • Review by an expert
  • Reprocess

Weak or unsure output is flagged for a human.

Your channels
Publish

Your stack, as it is OTTO engine plugged in

Built for enterprise integration

API-first. On-prem or private cloud. Orchestration layer.

60+tools OTTO integrates with across the enterprise content stack

API-first

Your systems
CMSTMSDAMPIMReview tools
Agentic engines
RCCClassifyRouting decision
ALLProduceMultilingual output
QEEEvaluateApprove / Review / Reprocess

Your systems call the engine they need, where the workflow needs it.

On-prem or private cloud

Your environment
Your systems
CMSTMSDAMPIM
On-prem or private cloud
RCCClassifyRouting decision
ALLProduceMultilingual output
QEEEvaluateApprove / Review / Reprocess
Your content
DocumentsTranslation memoriesGlossariesStyle guides

OTTO runs on-prem or in your private cloud. Your content stays in your environment and is never used to train models.

Orchestration layer

Your tools
CMSTMSDAMPIMReview tools
Orchestration layer
RCCClassifyRouting decision
ALLProduceMultilingual output
QEEEvaluateApprove / Review / Reprocess
Your models
LLM ALLM BMT engine

Model-agnostic orchestration with full cost and latency visibility. Swap models in under a second. No lock-in.

  • Nothing to replace

    Connects to CMS, TMS, DAM, PIM, review tools, MT engines and your own AI.

  • One engine at a time

    RCC, ALL and QEE plug in on their own, or together as the full suite.

  • Swap your model

    Model-agnostic. Swap models in under a second. No lock-in.

  • Your content stays yours

    It stays in your environment and is never used to train models.

  • Every decision on record

    Every recommendation logged with its reason. Every output scored with a stated reason.

  • Humans where it matters

    High-risk content and weak or unsure output go to an expert.

Enterprise security · Built for regulated content

Security by design. Protection at every layer.

Enterprise-grade security controls protect your data across every layer of its flow. Regular internal and external penetration testing assesses our backend infrastructure. Every client's data is logically segregated, access is scoped to their organization, and all LLM requests are routed exclusively over secured connections.

AI & client data · A zero-training commitment

0%

of your content is ever used to train or fine-tune a model.

Prompts and metadata are processed transiently to return your translation and are not retained by our model vendors. You set the data-retention policy for your organization, down to zero.

How we protect your data

Defense in depth, across every layer.

Controls span the network, identity, data and monitoring layers, so a single failure is never a single point of exposure.

  • 01 · Network & infrastructure

    Security by design

    Protection is engineered into every layer of the data flow, not bolted on afterward.

    • Internal and external penetration testing
    • Client data segregated and access-scoped
    • LLM requests over secured connections only
    • Network segregation and access restriction
  • 02 · AI & client data

    Your data stays yours

    Your content is used to serve you, and for nothing else.

    • Never used to train or fine-tune any model
    • Processed transiently for your translation
    • Prompts and metadata never retained
    • You control data retention, down to zero
  • 03 · Access control

    Authentication & authorization

    Access is granted narrowly, verified strongly, and never shared.

    • Least-privilege role-based access control
    • Multi-factor authentication enforced
    • API keys and tokens stored securely
  • 04 · Audit & monitoring

    Logged & reviewable

    Every action leaves a record that can be independently reviewed, at any time.

    • Every access event and API call is logged
    • Full logs are reviewable on demand
    • Regular privileged-access reviews
Encryption everywhere
  • TLS 1.2 / 1.3Data in transit. Encryption, authentication and message integrity on every connection.
  • AES-256Data at rest. Contents, databases and backups are all encrypted.
Certifications & attestations

Independently assessed. Continuously aligned.

  • SOC 2Independent auditor's report on the design and implementation of security controls, covering Security, with Confidentiality and Availability in scope.

Certifications and attestations are maintained by TRSB, the parent organization behind OTTO, covering the infrastructure and controls on which OTTO operates.

Security by design. Proof by default.

Download the security overview
FAQ

The questions your IT and security teams ask first.

Something specific to your stack? Talk to our team.

What do we have to replace?

Nothing. OTTO does not replace your systems or your AI. It connects to your CMS, TMS, DAM, PIM, review tools, MT engines and your own AI, and adds decision intelligence wherever the workflow needs it.

How does OTTO handle high volumes without reviewing everything?

OTTO recommends a path by risk, not volume. RCC recommends a path for every asset upfront: automated, controlled AI or expert review. QEE scores every output with a stated reason, and weak or unsure output is flagged for a human. You decide: document by document, or once, by setting the thresholds under which routine content moves automatically.

How does it connect, and which models does it work with?

API-first, on-prem or private cloud, or as an orchestration layer across the tools and models you already run. RCC, ALL and QEE each plug in on their own, or together as the full suite. Orchestration is model-agnostic, with full cost and latency visibility: swap models in under a second, with no lock-in.

How is our content protected, and is it used to train models?

Every client's data is logically segregated, and access is scoped to their organization. 0% of your content is ever used to train or fine-tune a model: prompts and metadata are processed transiently to return your translation and are not retained by our model vendors. You set the data-retention policy for your organization, down to zero. Data is encrypted in transit (TLS 1.2 / 1.3) and at rest (AES-256).

Which security certifications apply?

SOC 2: an independent auditor's report on the design and implementation of our security controls, covering Security, with Confidentiality and Availability in scope. Certifications are maintained by TRSB, the parent organization behind OTTO.

How is each decision audited?

Every recommendation is logged with its reason. Every output is scored with a stated reason. Every access event and API call is logged, and full logs are reviewable on demand.