A New Chapter: $32M Series A Funding and the Launch of Trener Robotics

A New Chapter: $32M Series A Funding and the Launch of Trener Robotics

A New Chapter: $32M Series A Funding and the Launch of Trener Robotics

Acteris is the Intelligence
Layer for Industrial Robots

Acteris is the intelligence layer for industrial robots: a vendor-agnostic, multi-brand compatible platform that replaces rigid point-to-point programming with deployable robot skills built for high-mix and unstructured production environments.

[01]

ROBOT SKILLS

[01]

ROBOT SKILLS

[01]

ROBOT SKILLS

Skills, Not Scripts

Acteris replaces point-to-point programming with trained, deployable, production-ready skills powered by Vision-Language-Action (VLA) models. These skills can be commissioned, executed, and scaled across robotic cells. Instead of rebuilding automation every time a process changes, teams operate through a repeatable software layer built for real shop-floor conditions.

A graphic with a text block on the left and a neural network illustration on the right, titled "Learning Power."
A graphic with a text block on the left and a neural network illustration on the right, titled "Learning Power."
A graphic with a text block on the left and a neural network illustration on the right, titled "Learning Power."

[02]

THE FEATURES

[02]

THE FEATURES

[02]

THE FEATURES

[02]

THE FEATURES

Platform Features

Acteris provides a production-grade capability stack for deploying, running, and scaling robot skills across industrial workcells.

AI Agent interface (T-Agents)

Agentic control layer enabling natural language task specification, structured sequencing, and real-time execution control.

AI Agent interface (T-Agents)

Agentic control layer enabling natural language task specification, structured sequencing, and real-time execution control.

AI Agent interface (T-Agents)

Agentic control layer enabling natural language task specification, structured sequencing, and real-time execution control.

AI Agent interface (T-Agents)

Agentic control layer enabling natural language task specification, structured sequencing, and real-time execution control.

Job creation & execution (T-Job)

Job specification and runtime orchestration for batch execution, changeovers, and parameterized process variation without the need to rewrite robot programs.

Job creation & execution (T-Job)

Job specification and runtime orchestration for batch execution, changeovers, and parameterized process variation without the need to rewrite robot programs.

Job creation & execution (T-Job)

Job specification and runtime orchestration for batch execution, changeovers, and parameterized process variation without the need to rewrite robot programs.

Job creation & execution (T-Job)

Job specification and runtime orchestration for batch execution, changeovers, and parameterized process variation without the need to rewrite robot programs.

High-fidelity simulation (T-Sim)

Simulation environment for validating job logic, motion feasibility, and process timing prior to deployment, reducing commissioning risk and accelerating go-live.

High-fidelity simulation (T-Sim)

Simulation environment for validating job logic, motion feasibility, and process timing prior to deployment, reducing commissioning risk and accelerating go-live.

High-fidelity simulation (T-Sim)

Simulation environment for validating job logic, motion feasibility, and process timing prior to deployment, reducing commissioning risk and accelerating go-live.

High-fidelity simulation (T-Sim)

Simulation environment for validating job logic, motion feasibility, and process timing prior to deployment, reducing commissioning risk and accelerating go-live.

Production monitoring dashboards (T-Monitor)

Real-time observability layer for production status, job progress, alerts, and performance monitoring across cells.

Production monitoring dashboards (T-Monitor)

Real-time observability layer for production status, job progress, alerts, and performance monitoring across cells.

Production monitoring dashboards (T-Monitor)

Real-time observability layer for production status, job progress, alerts, and performance monitoring across cells.

Production monitoring dashboards (T-Monitor)

Real-time observability layer for production status, job progress, alerts, and performance monitoring across cells.

Vision perception & scene understanding (T-Vision)

Real-time perception for part localization and workspace understanding, enabling motion adaptation, collision avoidance, and robust handling under variability.

Vision perception & scene understanding (T-Vision)

Real-time perception for part localization and workspace understanding, enabling motion adaptation, collision avoidance, and robust handling under variability.

Vision perception & scene understanding (T-Vision)

Real-time perception for part localization and workspace understanding, enabling motion adaptation, collision avoidance, and robust handling under variability.

Vision perception & scene understanding (T-Vision)

Real-time perception for part localization and workspace understanding, enabling motion adaptation, collision avoidance, and robust handling under variability.

Multi-sensor contact perception (T-Sense) - Coming soon

Haptic and force/torque sensing pipeline enabling contact-aware manipulation, compliance behaviors, and state estimation during interaction which supports robust alignment, insertion/handling stability, and recovery in real production execution.

Multi-sensor contact perception (T-Sense) - Coming soon

Haptic and force/torque sensing pipeline enabling contact-aware manipulation, compliance behaviors, and state estimation during interaction which supports robust alignment, insertion/handling stability, and recovery in real production execution.

Multi-sensor contact perception (T-Sense) - Coming soon

Haptic and force/torque sensing pipeline enabling contact-aware manipulation, compliance behaviors, and state estimation during interaction which supports robust alignment, insertion/handling stability, and recovery in real production execution.

Multi-sensor contact perception (T-Sense) - Coming soon

Haptic and force/torque sensing pipeline enabling contact-aware manipulation, compliance behaviors, and state estimation during interaction which supports robust alignment, insertion/handling stability, and recovery in real production execution.

Skill runtime system (T-Skill)

Standardized skill execution framework that supports reusable, composable robot behaviors with consistent runtime performance across deployments.

Skill runtime system (T-Skill)

Standardized skill execution framework that supports reusable, composable robot behaviors with consistent runtime performance across deployments.

Skill runtime system (T-Skill)

Standardized skill execution framework that supports reusable, composable robot behaviors with consistent runtime performance across deployments.

Skill runtime system (T-Skill)

Standardized skill execution framework that supports reusable, composable robot behaviors with consistent runtime performance across deployments.

[03]

How it works

[03]

How it works

[03]

How it works

[03]

How it works

Deploy → Run → Operate at Scale

Acteris supports high-mix industrial robot automation end-to-end, ranging from commissioning the first cell to standardizing execution across production.

Deploy

Commission reliably, partner-led.

Acteris can be deployed on new robot cells or retrofitted into existing workcells, enabling machine tending automation without replacing installed equipment or redesigning your production layout. Deployment is delivered by trusted integration partners using the Integration Suite to standardize installation, configuration, and commissioning across projects.

Deploy (partner-led)

Acteris can be deployed on new robot cells or retrofitted into existing workcells, enabling machine tending automation without replacing installed equipment or redesigning your production layout. Deployment is delivered by trusted integration partners using the Integration Suite to standardize installation, configuration, and commissioning across projects.

Result: shorter deployment timelines, lower integration effort, and lower total cost for the end customer.

Operate & scale

Acteris provides real-time visibility into production status, job progress, and alerts. Once the first cell is stable, the same operating model can be replicated across additional machines and robot cells to make scale-out more repeatable.

Run

Execute through variability in real production.

Once deployed, Acteris supports execution in environments where variability is the norm. It is designed for processes with frequent changeovers, shifting inputs, and real-world deviations that require the system to maintain stable performance beyond “perfect conditions.” Acteris applies Physical AI across vision, language, and movement to adapt execution in real time when needed.

Operate at scale

Monitor, replicate, and standardize.

Acteris provides operational visibility into production execution including status, progress, and performance monitoring. Once a cell is stable, teams can replicate the same operating model across additional robots and workcells to standardize how automation is deployed and run across the production line.

Run machine tending (high-mix ready)

Acteris supports end-to-end machine tending operations by providing the tools necessary to perform the following:

  • Define and adjust machine tending jobs through a guided workflow

  • Run batches and manage frequent changeovers with minimal rework

  • Handle common interruptions with practical recovery flows

  • Use perception capabilities only when required (e.g., localization and variation handling)

[04]

ROBOT AGNOSTIC

[04]

ROBOT AGNOSTIC

[04]

ROBOT AGNOSTIC

[04]

ROBOT AGNOSTIC

Compatible With the Robots You Already Run

Acteris is a robot-agnostic intelligence layer designed to run on industrial robots manufacturers already own, enabling software-defined control and scalable deployment across diverse environments.

Deploy on new cells or retrofit existing ones

Acteris can be deployed on new robot cells or used to retrofit existing workcells, so teams can modernize automation without ripping and replacing installed equipment.

Deploy on new cells or retrofit existing ones

Acteris can be deployed on new robot cells or used to retrofit existing workcells, so teams can modernize automation without ripping and replacing installed equipment.

Deploy on new cells or retrofit existing ones

Acteris can be deployed on new robot cells or used to retrofit existing workcells, so teams can modernize automation without ripping and replacing installed equipment.

Deploy on new cells or retrofit existing ones

Acteris can be deployed on new robot cells or used to retrofit existing workcells, so teams can modernize automation without ripping and replacing installed equipment.

Robot compatibility

Acteris is currently compatible with leading industrial and collaborative robots brands including ABB, Universal Robots, and FANUC. Support for additional leading robot manufacturers will be added as the platform expands.

Robot compatibility

Acteris is currently compatible with leading industrial and collaborative robots brands including ABB, Universal Robots, and FANUC. Support for additional leading robot manufacturers will be added as the platform expands.

Robot compatibility

Acteris is currently compatible with leading industrial and collaborative robots brands including ABB, Universal Robots, and FANUC. Support for additional leading robot manufacturers will be added as the platform expands.

Robot compatibility

Acteris is currently compatible with leading industrial and collaborative robots brands including ABB, Universal Robots, and FANUC. Support for additional leading robot manufacturers will be added as the platform expands.

Pre-engineered
Solutions

Pre-engineered
Solutions

Pre-engineered
Solutions

Illustration of industrial equipment branded by ABB, showcasing machinery and components in a technical layout.
Illustration of industrial equipment branded by ABB, showcasing machinery and components in a technical layout.
Illustration of industrial equipment branded by ABB, showcasing machinery and components in a technical layout.

[05]

t-labs

[05]

t-labs

[05]

t-labs

[05]

t-labs

T-Labs: The R&D Powerhouse  Behind Acteris

Acteris improves and expands through T-Labs, our dedicated R&D engine advancing embodied intelligence and robotic skill development.

This connection is intentional: T-Labs builds the core intelligence, and Acteris delivers it into production as deployable skills, grounded in real shop-floor requirements and measurable performance outcomes. T-Labs is developing the underlying technologies that enable robot skills to perform reliably in high-mix industrial environments, including:

A circular diagram featuring a central circle with various symbols or icons around it, all in a light color scheme.

Vision-language-action
skill learning

Data-efficient
training pipelines

High-fidelity simulation

Predictive world models

Real-time agent decision-making

A circular diagram featuring a central circle with various symbols or icons around it, all in a light color scheme.

Vision-language-action
skill learning

Data-efficient
training pipelines

High-fidelity simulation

Predictive world models

Real-time agent decision-making

A diagram illustrating interconnected concepts, with a central focus and surrounding labeled elements.
A diagram illustrating interconnected concepts, with a central focus and surrounding labeled elements.