Managed operations that make complex workflows dependable

We design, run, and improve multilingual operations across AI, Trust & Safety, and customer-critical workflows

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We create tailored solutions with global impact

From AI workflows to complex customer operations, we've got you covered. We offer high quality talent, 23+ languages across European and global workflows, fast ramp up and scalable solutions.

How we do it

  • Managed ownership

    Accountable delivery with clear outcomes, decision cadence, reporting, and escalation paths

  • Human oversight

    Trained multilingual teams apply judgment where context and risk matter

  • Quality by design

    Structured training, QA, calibration, knowledge management, and feedback loops

  • Governance in operations

    Documented controls, policy adherence, incident response, and continuous improvement

1 - Planning

Week 1 Setting core team & success metrics
Weeks 1–2 Setting up training framework
Weeks 2–4 Hiring & Onboarding
Weeks 3–4 Training
Week 5 Pilot
Week 6 Production & Quality ramp-up

Week 1

Week 2

Weeks 3–4

Week 5

Week 6

Agents cleared for production

2 - Training

  • Setting up training program

    • 1. Building training materials
    • 2. Creating “classroom” sessions & individual training
    • 3. Setting up collaboration framework

  • Knowledge management

    • 1. Setting up a set of golden samples and addressing corner cases
    • 2. Setting up training groups of 3-5 per trainer
    • 3. Managing performance

  • Deploy proven best practices

    • 1. Utilizing live “classroom” sessions combination with self-study
    • 2. Pre-recorded video sessions
    • 3. Practice tasks

  • Gating exams
    & Ongoing support

    • 1. Product knowledge testing before agents are cleared to start on a workflow
    • 2. Post-training reverse shadowing sessions

3 - Operations

  • Launch, monitor live delivery, and resolve exceptions

  • Use real-time visibility, quality feedback, and calibration

  • Own and test escalations and incident response

4 - Improvements

  • Reporting, QA, root-cause analysis, and business reviews

  • Data insights to prioritize improvements

  • Workflow tracking: quality, timeliness, resolution, and risk controls

  • Regular progress review meetings

5 - Quality & governance

  1. Ongoing workflow output sampling
  2. Quality assurance review of sampled output
  3. Constant feedback to agents for quality improvement
  4. Retraining and ongoing refreshing sessions

Looking to transform your business?

Tell us about the operation you need to build, stabilize, or scale

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