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Tekton Dynamics

AI chatbot QA via API subscriptions

Founding Engineer

Full-Time
£100k - £150k/yr+ Bonus + Equity
Mid
London, UK
In PersonIn person five days per week, with occasional travel to industry partners across the UK, Europe, and the US.
AI & Machine LearningRobotics & Autonomous Systems

About the job

Requirements
  • At least three years of experience shipping software in highly technical startup environments.
  • Be a systems and software generalist.
  • Have designed, built, and deployed software as part of an engineering team.
  • Be comfortable debugging edge networks, hardware calibration, and the sim-to-real gap.
  • Be able to communicate clearly and work effectively as part of a team.
  • Apply first-principles thinking, identify assumptions, test them methodically, and question the rationale behind decisions.
Responsibilities
  • Research, plan, and develop systems and software across the engineering stack.
  • Design, build, and maintain core systems integrating software, hardware, and networks.
  • Install vision sensors, industrial robots, and welding equipment in the research and development lab and customer production facilities.
  • Process 3D computer-aided design models into efficient data structures.
  • Create declarative representations of complex industrial processes.
  • Install, calibrate, and optimize vision sensor capture and fusion pipelines.
  • Train and deploy computer vision models for processing 2D and 3D images.
  • Tune and optimize robot motion planning and collision avoidance systems.
  • Build and train artificial intelligence and machine learning systems for real-world welding scenarios.
  • Design and construct sensor enclosures to protect sensors and edge devices.
  • Design robust network architectures with redundancy to provide always-on, secure access to edge devices.
  • Engage external vendors and integrators to plan and install robotic cells.
  • Travel occasionally to industry partners across the UK, Europe, and the US.
Desired Qualifications
  • Familiarity with training and evaluating machine learning pipelines.
  • Experience in harsh industrial settings such as welding, fabrication, or heavy industry.
  • Experience as a Forward Deployed Engineer.
  • Robotics or computer vision experience.
  • Experience with edge compute deployments, latency optimization, and reliability monitoring.

About the company

Tekton Dynamics focuses on AI-driven quality assurance for chatbots, helping ensure their performance and safety. It offers a subscription-based API platform and custom enterprise solutions that allow developers and organizations to monitor, test, and improve chatbot behavior through analytics and safety checks. The product works via API access for ongoing monitoring, with options for tailored consultations to fit enterprise needs. Differentiation comes from combining deep research experience from institutions like Oxford and MIT with practical industry know-how from companies such as Tesla and McKinsey, applying academic rigor to real-world chatbot QA and safety challenges. The company aims to provide dependable, scalable chatbot capabilities that users can trust in production, aligning performance with safety at scale for enterprise customers.

Company Size

1-10

Company Stage

Seed

Total Funding

$130K

Headquarters

London, United Kingdom

Founded

2023

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Simplify's Take

What believers are saying

  • June 2026 conference appearances show active sales efforts in defense and manufacturing.
  • Public hiring and a reported $6 million seed round fund product development.
  • A 2026 website with pricing and installation workflow suggests commercial readiness, not pure research.

What critics are saying

  • Tekton Dynamics uses maihem.ai pages, signaling brand confusion and possible repositioning risk.
  • A 1-10 person team cannot support enterprise deployments, and one failed pilot kills momentum.
  • Welding-robot incumbents like FANUC and ABB can bundle vision, service, and financing faster.

What makes Tekton Dynamics unique

  • YC W24 startup Tekton Dynamics builds a vision-and-AI control layer for welding robots.
  • The product targets high-mix welding, reducing teach-pendant programming and roboticist dependence.
  • Max Ahrens' Oxford ML background strengthens credibility for hard robotics perception and control.

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Benefits

  • Health Insurance
  • Professional Development Budget