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Quick answers to the questions we hear most often.
We take on selected projects where AI, data, or automation can create a practical business result. This includes AI implementation, data engineering, applied machine learning, GenAI assistants, agentic workflows, dashboards, APIs, data annotation, and product prototypes. If the problem is still early, we can help clarify the scope during discovery.
We can work with startups, growing companies, institutions, and established organizations. Startups usually need product architecture, prototypes, MVPs, or AI features. Larger organizations usually need workflow automation, data systems, internal AI tools, technical audits, or implementation support.
Timelines depend on scope, data readiness, integrations, and deployment requirements. A focused prototype can often be scoped in days and built in 2 to 6 weeks. Production systems, complex integrations, or model development projects may take several months. We start with discovery so the timeline is realistic before work begins.
Yes. For selected projects, we can provide post-deployment support, monitoring, maintenance, documentation, model updates, workflow improvements, and technical handover. Support terms are defined in the project scope or a separate maintenance agreement.
Yes. Data annotation can be part of a data engineering or AI implementation project. We can support text labeling, image classification, object detection, segmentation, audio or voice-related annotation, and video annotation when the scope, quality requirements, and data rights are clear.
Send a short description of your goal, the problem you want to solve, the data or systems involved, your expected timeline, and whether you need a prototype, production system, audit, product partnership, or technical discussion. You can use the contact form or reach out through LinkedIn, or X. We will review the request and propose next steps.