Ignitia-AI is an applied AI consultancy for manufacturing, enterprise and professional-services teams. We assess, architect, build and scale systems that move past pilots and pay back in production.
We translate ambiguous business goals into measurable, prioritized AI portfolios - with a clear path from opportunity to deployment.
Production-grade systems built by senior engineers - from retrieval and agent platforms to vision and forecasting pipelines.
Frameworks and controls that keep AI systems compliant, auditable and trusted - from EU AI Act readiness to live model monitoring.
Each case below moved from initial assessment to live, measured operation in under a year. Click any project for the full technical brief, architecture decisions and post-deployment metrics.
A linear method with a continuous feedback loop. Each stage produces a tangible artifact the next stage depends on - no slide-only deliverables, no value left on the table at handoff.
Two- to four-week deep dive into data, workflows and economics. Output is a ranked opportunity portfolio with cost, risk and expected payback for each candidate.
Reference architecture, data contracts and integration plan. We decide build vs. buy, model choices and the human workflow around the system - before a line of code is written.
Senior engineers, weekly demos, real data from day one. We build inside your stack with full MLOps, observability and human-in-the-loop controls from the first commit.
Adoption, monitoring and expansion. We harden the system, train your team to own it, and roll the same pattern across adjacent processes and business units.
We work across the modern AI stack - model providers, data platforms, infrastructure, evaluation - and pick the right tool for the engagement, not the alliance.
