AI products for customers and teams
Applications that help people search, analyze, create, or complete a valuable task, with the experience and AI behavior designed together.
Applied AI Consulting
Workflow consulting that ends in working systems.
We help advisory, finance, compliance, and operations teams identify the repeatable work that is costing margin, then design the data, review, security, and implementation path needed to remove it.
One team from idea to launch. Work directly with senior product, AI, software, and data specialists who can design the experience, build the system, connect it to your business, and support it in production.
01
AI strategy is not enough
Many teams have ideas, licenses, and internal excitement, but no workflow that people use every day. We evaluate the real operating path, data readiness, security boundary, reviewer process, and integration constraints before writing code.
02
How Dotnitron identifies workflows worth automating
We do not automate everything. We look for repeatable expert work with clear business pain: unstructured input, known rules, source checking, exception handling, and a human review step where preparation can be safely accelerated.
03
How Dotnitron evaluates models and services
We are model-agnostic. We evaluate the client's approved frontier models, private model endpoints, specialized OCR engines, table extraction tools, and embedding models to design a pipeline tailored to latency, cost, accuracy, and security requirements.
04
How Dotnitron designs secure workflows
Security is part of the architecture. We map the complete data flow, define approved provider and network boundaries, and design masking, access controls, audit logging, and deployment around the client's actual security requirements.
05
How Dotnitron moves from pilot to production
A prototype proves a model can do something once. Production requires resilient ingestion, failure handling, structured output validation, reviewer interfaces, observability, and an owner who can decide whether the workflow is trusted enough to expand.
Where this can help
Start with the change your users or business need.
You may want a better customer experience, more capacity for your team, or a faster way to reach an important decision. We help you turn that need into the right product or system.Systems for expert work
Document and knowledge systems that prepare analysis, surface evidence, and give experts control over consequential decisions.
Operational data and decision systems
Applications that connect approved business data, visible query logic, and useful answers to the people running the business.
FAQ
Frequently asked questions
What is applied AI consulting?
Applied AI consulting focuses on turning a specific business workflow into working software. The useful output is not a strategy deck; it is a controlled workflow with data access, review steps, measurement, and an implementation path.
How do you choose which workflows to automate?
We look for repeatable expert work where highly paid professionals are spending hours manually extracting data, cross-referencing sources, preparing workpapers, or waiting on operational answers.
Technology partnership
Build with an OpenAI Select Partner.
Recognized by OpenAI for helping organizations build, deploy, and scale AI solutions.Have something in mind?