Custom AI Engineering
A focused system designed around your operational problem.
A focused system designed around your operational problem.
Some problems do not fit a standard service. We design focused systems for challenges such as waste forecasting, wastewater anomalies, environmental image classification, inspection scheduling, and equipment-related risk analysis.
What you receive
- Use-case definition and feasibility assessment
- Data preparation and fit-for-purpose model development
- Validation against agreed success measures
- Application, integration, and deployment scope tailored to your environment
What we work with
- A defined operational problem and desired decision or action
- Representative data and relevant constraints
- Existing systems, stakeholders, and success measures
A good fit: Teams with a concrete EHS, environmental, or industrial challenge that can be evaluated using available data and a measurable outcome.
How the work comes together
Define the use case and check whether AI is an appropriate approach.
Assess data readiness, technical feasibility, and operational risk.
Demonstrate value on a limited dataset before committing to production.
Validate, integrate, and monitor the solution within the agreed scope.
Forecast waste generation for planning
The starting point
A facility wants to understand how changing production conditions might affect its waste volumes.
The decision-support output
- Relevant production and historical waste data assessed
- A forecasting approach compared with a baseline
- Uncertainty and limitations documented
- Validated outputs connected to the planning workflow
Expert judgment stays central.
We specialize in EHS and industrial outcomes rather than unrelated generic AI services. Scope and price follow discovery and data assessment; feasibility is not guaranteed before evaluation.
Start with evidence, not a large commitment.
A workflow audit maps the opportunity in about a week. A known workflow can then go to a pilot and a first system. Vision, predictive models, and multi-site work are scoped after a sample review.
View packages and investment rangesStart with the right question.
Let’s understand your challenge before choosing the technology.