An AI product studio and delivery partner, built for production.
We turn ideas into AI systems you can actually deploy. Strategy, design, engineering, and operations from one senior team.
We're a focused team of senior AI engineers, platform engineers, cloud specialists and a business analyst covering the full path from problem framing to a deployed system.
Our work blends AI consulting, generative AI systems, agentic workflows, RAG and enterprise search, voice AI and conversational systems, SaaS product development, cloud and DevOps, custom automation, and full MVP-to-production delivery. The same team handles strategy, design, engineering and operations.
We chose this shape because the gap that kills most AI projects sits between vendors, between the strategy deck, the model, the cloud, and the product. Owning the path end-to-end removes that gap.
5+
Years in AI & data engineering
25+
Production systems shipped
12
Client geographies served
6 wks
Avg. MVP delivery window
A six-step path from idea to a system you can trust.
Each step ships a concrete artifact. No mystery-box engagements.
Discover
Stakeholder interviews, data audit, success metrics, risk mapping. We end this phase with a written problem framing and a measurable target.
Design
System architecture, model strategy, retrieval and agent design, UX wireframes, integration plan, security and compliance posture.
Build
Iterative engineering with weekly demos. Clean repos, typed code, evaluation harnesses for prompts and agents, full test coverage on critical paths.
Integrate
We connect to your CRM, data warehouse, auth, billing, and downstream tools. Production-grade APIs, webhooks, and queues.
Deploy
Dockerized rollout to AWS, GCP, Azure, or your VPC. Blue/green or canary where needed. Secrets, SSL, and monitoring all wired.
Monitor & improve
LLM observability with Langfuse and LangSmith, system observability with Grafana and Prometheus, continuous evals, and a clear improvement loop.
Plain words from real engagements.
“QentrixAI's team walked us from a vague AI idea to a deployed product in eight weeks, with eval dashboards, runbooks, and a roadmap our team could continue.”
Internal stakeholder
Director of Product (NDA)
“We've worked with three AI vendors. QentrixAI is the only one that ships with observability and eval already wired up. Their handover docs are the best we've seen.”
Engineering lead
Mid-market SaaS (NDA)
“The voice agent went live on real customer calls within a quarter. Containment numbers improved week over week, and we always know why thanks to the eval suite.”
Operations leader
Recruitment Agency (NDA)
Ready to ship something real?
Map your AI idea into a production system in one strategy call.
30 minutes, no pitch deck. Bring a goal, leave with a candid architecture and a realistic timeline.