Built around enterprise work.
A harness is the connective layer around a model: the interfaces, task context and evaluation needed to bring it into an enterprise environment.
Explore intelligenceSentimech / The consultancy
Intelligence meets
the working world.
High-end engineering at the intersection of super intelligence, robotics and electronics.
Explore the work01 / The work
A Super Intelligence model is a starting point.
A working system is the task.
Today, Sentimech builds custom harnesses to deploy SI models into enterprises. We connect a model to the context in which people need to use it.
That means looking beyond a demonstration: at workflows, interfaces, evaluation and the people responsible for operating the system.
The system, not just the model
01 / ContextPeople + engineering
02 / Current focusEnterprise Super Intelligence harness
03 / In useWorkflows + evaluation
Future direction / Physical deployment
Software is not the whole system.
Design Engineering (electrical, mechanical, structural, and process), system engineering, operations and maintenance bring different views of the same problem. Our proposed engineering-feedback process makes those perspectives explicit.
Follow the processFrom enterprise to the physical world.
Full robotic deployment is the direction ahead as the technology matures. The same questions remain: what should the system do, how will people direct it, and how will we know it is working?
02 / The approach
Make the problem precise.
Keep the system in view.
Useful engineering starts with the constraints, not a preferred platform. These are the questions we bring to a partnership.
01What needs to change?
Define the task, existing workflow and the conditions that make an outcome useful. Identify what should stay in human hands.
02What can we test?
Make assumptions visible. Use a bounded model, simulation or integration test to examine the important unknowns before widening the work.
03What happens in operation?
Look at handover, maintenance, evaluation and feedback. A system should be considered alongside the people who will operate it and the environment in which it will run.
SUPER INTELLIGENCE. ROBOTICS. ELECTRONICS.
Agentic-first. Engineering-led.
We are an agentic-first organization: we approach the work with SI agents as part of the engineering toolkit, not as a substitute for engineering judgment.
HeadquartersToronto, Ontario, Canada
Operating inTokyo · Taipei · Dubai · Tel Aviv · London
Working together
An engineering partner.
Not another black box.
The useful starting point is a well-framed problem. This engagement framework makes the questions, working artifacts and next decisions visible.
- 01
Frame the boundary.
Start with the system, the intended change and the constraints that cannot move.
Possible working artifactA shared problem statement and initial interface map.
- 02
Connect the disciplines.
Consider models, software interfaces, sensing and physical components together where the problem requires them.
Possible working artifactAn agreed technical scope and evaluation questions.
- 03
Prototype. Evaluate.
Use modelling, simulation and targeted prototypes to examine assumptions before the next implementation decision.
Possible working artifactA prototype or evaluation record, with limitations made explicit.
- 04
Define what comes next.
Use the findings to decide the next integration or deployment step, including what is not ready yet.
Possible working artifactA next-step plan with remaining dependencies and open questions.
Scope and working outputs are agreed around each project’s requirements.
Frame an engineering conversationAn 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