How Tomryn approaches the work
We begin with the decisions, source information, failure modes, and review responsibilities. Model choice follows the workflow rather than leading it.
Services
AI Development
Tomryn develops AI applications where the model is one part of a wider, controlled system. The work includes inputs, workflow, review, integration, and operating constraints.
Problems this addresses
- High-volume information intake and classification
- Knowledge work that needs structured assistance
- Manual review processes with repeatable steps
Typical engagement areas
- AI application discovery and architecture
- Retrieval and knowledge workflows
- Human-in-the-loop tools and model integration
Expected deliverables
- Technical assessment and system design
- Working application or validated prototype
- Integration, testing, and operating documentation
How we work
01
Understand
Map the work, the decisions involved, the source information, and what a wrong answer would cost.
02
Design
Define the workflow, the review points, the data the system may use, and the limits it must respect.
03
Build
Develop in small increments so behaviour can be checked against real examples early.
04
Integrate
Connect the application to the systems, identities, and data sources it depends on.
05
Test
Evaluate on representative cases, including edge cases and the failures that matter most.
06
Improve
Review how the system behaves in use and adjust prompts, retrieval, interface, or scope.
Where it fits
AI work rarely stands alone. It usually depends on a process that is understood, data that can be reached, and an application people can use. AI development at Tomryn is often paired with process consulting to define the workflow, software development to build the surrounding application, and data and automation work to move information reliably.
Related capabilities
Related capabilities and products:
Common questions
We design for human review by default. Where a step is automated, the rules and the point at which a person checks the result are defined with you before it is built.
Have a technology problem worth defining?
Tell us what is happening, what you need to improve, and where the current constraints are. We will respond directly and tell you whether the work appears to fit.