AI-ready software. Execution-ready infrastructure.

We build AI-backed software, automation, and operational readiness for teams that ship and scale. We also support renewable energy and data center projects with technical definition, AI readiness for operations, and bankability-focused preparation.

Built to ship. Built to run.

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Who We Are

Engineers for delivery, operations, and readiness.

Consensus Labs is a Swiss-based engineering company focused on AI-backed software development, automation, and readiness. We support production systems end to end, including maintenance, SLAs, and distribution into cloud, hybrid, and on-prem environments.

We also help renewable energy and data center initiatives move faster by clarifying scope, risks, and documentation needed for execution and financing review.

Our Story

We started as Doganbros in 2018 and delivered real-time media and communication systems for clients across multiple countries. Over time we expanded our scope from secure conferencing and streaming into mind and skill games, then into blockchain-based systems. In 2025 we moved the company to Switzerland and established Consensus Labs to scale delivery from a compliant global base and expand into AI readiness and infrastructure readiness.

Portrait of Ümit Doğan

Ümit Doğan

Founder, IT and Systems Lead

IT leader and entrepreneur with 25+ years of experience across distributed systems, data center scale IT, real-time communication platforms, and cloud infrastructure. Focused on delivery leadership, reliability, and secure operations for mission critical environments.

  • Real-time systems (WebRTC, streaming, VOD)
  • Distributed backend architecture
  • Infrastructure and operations readiness
  • Delivery leadership, vendor coordination, incident response
Portrait of Barış Doğan

Barış Doğan

Co-Founder, Systems Engineering and AI Integration

Systems engineer with deep experience in platform engineering, AI integration, and game design. Strong at connecting product requirements to scalable systems and turning complex stacks into reliable, maintainable solutions.

  • Systems engineering and architecture
  • AI integration and automation
  • Performance and reliability engineering
  • Game design and interactive systems

Codeworks

AI-backed software, automation, and support.

We build production-grade systems with AI-assisted delivery and strong engineering discipline. The focus is speed with control: quality, observability, and long-term maintainability.

AI-backed Software Development

Build scalable applications, data platforms, and integrations with clean architecture and rigorous testing. Ship systems that are designed to evolve without breaking.

Automation and AI Agents

Automate workflows with integrations, event-driven systems, and guarded agentic tooling. Reduce manual work while keeping outcomes observable and auditable.

AI Readiness and MLOps

Make AI usable in production: data readiness, evaluation, governance, and monitoring. Build pipelines and operating practices that support safe rollout and continuous improvement.

Software Support and Distribution

Operate with confidence: SLAs, maintenance, upgrades, incident response, and runbooks. Support cloud, hybrid, and on-prem distribution, including partner enablement.

Infraworks

Renewable energy and data center readiness.

Power and compute projects move at the speed of readiness. We help teams de-risk execution and financing review with clear technical definition, operational AI readiness, and bankability documentation.

Infrastructure Design Support

Owner-side technical support to define scope, requirements, interfaces, and responsibilities early. Align stakeholders before detailed engineering begins.

Data Center Concept and Technical Readiness

Capacity planning, resilience targets, design basis inputs, and scalable reference architectures. Support early decisions that shape cost, schedule, and operability.

AI Readiness for Operations

Prepare operations for automation: monitoring strategy, data pipelines, forecasting, and incident workflows. Build the foundation for performance analytics and predictive maintenance.

Bankability and Financing Enablement

Strengthen due diligence readiness with a technical narrative, risk register, and a structured data room index. Reduce friction with partners, reviewers, and financiers.

Consensus Labs does not provide regulated financial services. We support bankability by improving technical readiness, documentation quality, and due diligence preparation.

Benefits

Readiness that accelerates delivery.

AI-assisted delivery speed

AI-assisted workflows reduce cycle time across implementation, testing, and documentation.

Automation-first operations

Design processes that reduce manual work and keep operations measurable and resilient.

Secure and audit-ready by design

Privacy, security, and governance built into architecture and delivery.

Clear documentation for faster decisions

Design basis, risks, and assumptions written for stakeholder review.

Long-term support and distribution

Systems that run reliably across environments, with SLAs and runbooks.

Trusted by

Selected clients and collaborators trust us to deliver reliable engineering and AI readiness.

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Previously Doganbros, now Consensus Labs

Blog

Notes on AI readiness, automation, and infrastructure delivery.

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FAQs

Clear answers for technical teams

General Questions

What services does Consensus Labs offer?
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AI-backed software development, automation, AI readiness and MLOps, plus long-term software support and distribution. We also support renewable energy and data center projects through infrastructure design support, operational AI readiness, and bankability-focused documentation.
What sets Consensus Labs apart?
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We focus on readiness and execution. We build systems that are production-grade, observable, and maintainable, and we prepare documentation that makes stakeholder decisions faster.
Do you have experience in game development and blockchain systems?
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Yes. These are part of our delivery history and engineering experience. Our headline services today are AI-backed software, automation, AI readiness, and infrastructure readiness.

AI Software and Automation

Can you work with our current codebase and architecture?
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Yes. We assess the current stack, identify delivery and reliability risks, and define a practical modernization path. We can deliver incrementally without forcing a full rewrite.
Do you build automation and AI agent workflows?
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Yes. We design event-driven automations and guarded agent workflows with auditability and rollback paths. The focus is measurable outcomes and safe operations.
Do you provide post-launch support?
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Yes. We provide SLAs, maintenance, upgrades, incident response, and runbooks so systems remain reliable after launch.

AI Readiness and MLOps

What does AI readiness include?
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AI readiness covers data quality, evaluation criteria, governance controls, rollout planning, and production monitoring. It ensures AI features can run safely at scale.
Can you help with MLOps pipelines?
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Yes. We build data and model pipelines for repeatable training, testing, deployment, and monitoring. We also document ownership and operating procedures for long-term reliability.

Infrastructure and Bankability

How do you support infrastructure project readiness?
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We support owner-side technical definition across scope, interfaces, risks, and design basis inputs. This helps teams align early and avoid execution delays.
What do you mean by bankability support?
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We support bankability through technical readiness, documentation quality, due diligence preparation, and structured risk reporting. We do not provide regulated financial services.

Contact

Ready to build something that ships and runs?

Tell us what you are building. We will reply with a clear next step, whether that is a software readiness sprint, an automation roadmap, or an infrastructure readiness and documentation track.