Capabilities / What we offer
Engineering across
the boundary.
Super Intelligence, robotics, mechanics and electronics, brought together around an application-specific problem.
Super Intelligence / Machine learning
The model is only the beginning.
Sentimech builds custom harnesses to deploy Super Intelligence models into enterprises today. The engineering task is to connect the model to the context it must work within, then evaluate that relationship.
Current focus / Enterprise Super Intelligence deployment
Engineering questions
- What must the model do within the existing system?
- Which inputs, interfaces and operating constraints define the boundary?
- How will the model and its integration be evaluated?
Possible working outputs
- A model-to-system interface map
- An application-specific deployment harness
- Evaluation criteria and findings
Scope and deliverables are agreed around the engineering problem.
Explore the technical scope
Model evaluation; supervised and unsupervised learning; reinforcement, deep and transfer learning. Specific techniques are selected for the problem, not presented as a universal recipe.
Robotics
Perception becomes a system decision.
Computer vision, sensor fusion, localization and control connect what a system senses with how it responds. These disciplines bring the operating environment into the engineering conversation.
Engineering discipline / Humanoid field deployment is future
Engineering questions
- What must be sensed or estimated?
- Where do uncertainty and physical constraints enter the system?
- What can be modelled before a physical test?
Possible working outputs
- A sensing and control concept
- Simulation or evaluation findings
- An integration and test outline
Scope and deliverables are agreed around the engineering problem.
Explore the technical scope
Vision, sensing, state estimation, localization and control. Humanoids entering construction and tradeskill work sites are the future deployment direction. Field observations would inform the engineering-expert feedback loop.
- 01 Align
- 02 Assemble
- 03 Evaluate
Mechanics & electronics
The physical layer is not an afterthought.
Components, mechanical constraints, electronics and software need to meet at defined interfaces. Simulation and prototyping make those relationships easier to examine before the next implementation step.
Engineering discipline / Design and prototyping
Engineering questions
- Which parts and interfaces need to work together?
- What electrical, mechanical and integration constraints must hold?
- What uncertainty should a prototype resolve?
Possible working outputs
- A component and interface definition
- A simulation or prototype study
- Documented findings for the next design decision
Scope and deliverables are agreed around the engineering problem.
Explore the technical scope
Simulation, printed circuit board work, component programming, rapid prototyping and digital manufacturing design. We use custom silicon to provide air gapped and secure compute where needed.
Across the disciplines
The boundary is
where the work meets.
A useful design considers the model, its interfaces and the system around it. Not every engagement needs every discipline; the problem determines the scope.
How an engagement takes shapeAn engineering conversation
Start with
the system.
Tell us what you are working on, where the constraints are, and what needs to change.
Discuss a project