Service
AI development services for support, knowledge, and business workflows.
AI chatbots, RAG search, assistants, and controlled automation with integrations, quality evaluation, and human handoff.
Start with the workflow, not the model.
First we define the task boundary, source data, integrations, risk, and a success metric. Then we test one narrow workflow in a working prototype. If deterministic automation is more reliable than AI, we will say so directly. The same approach applies to all our AI development services below.
Applied AI services
Three outcomes: answer customers, find trusted knowledge, and perform controlled actions.
AI chatbots & live chat
Grounded website conversations, lead capture, CRM/helpdesk actions, and human handoff.
02AI search & RAG
Natural-language answers across approved knowledge with citations and access controls.
03AI workflow automation
Controlled agents for classification, extraction, system actions, and human approvals.
AI product development
From validating a use case to launching your own AI product or a feature inside an existing service.
AI Discovery Sprint
Validate AI suitability, data readiness, risk, integrations, and workflow economics before committing to a full product build.
02AI MVP and Proof of Concept
Build a focused AI prototype to test one risky assumption against real workflows and agreed evaluation criteria.
03End-to-end AI product development
We design and build AI-native products from problem framing and data readiness through UX, integrations, evaluation, and controlled production launch.
04AI and LLM integration
Add one justified AI capability to an existing product through controlled APIs, permissions, evaluation, and monitoring.
Assistants and integrations inside your existing product
We can add an internal copilot for support, sales, or operations and connect it to a Laravel/React product through a controlled API layer. CRM, helpdesk, CMS, e-commerce, email, and analytics stay the systems of record; AI receives only the context and permissions required for the task.
Human control remains visible
High-risk actions require approval. Every relevant tool call is logged, source access follows user permissions, and the interface makes handoff, corrections, and limitations clear.
From idea to controlled production
Next step
Discuss a practical AI use case.
We will verify whether AI is actually the right tool for this process.