About Ignite
An architecture practice, not an agency.
Ignite AI Solutions was founded in 2024 to do one thing well: take AI and data systems from strategy to production without losing rigor along the way.
Most AI initiatives don't fail in the proof of concept. They fail in the six months after it, when latency, cost, evaluation and reliability become someone's full-time problem. Ignite AI Solutions exists to close that gap: architecture, delivery methodology and hands-on engineering for systems that have to actually run.
The practice is founder-led by Danilo Sousa, who has spent 15+ years across software engineering, data engineering and applied AI, including building AI practices and chapters from zero inside consulting and product organizations, before founding Ignite AI Solutions in 2024.
Every engagement is scoped and led by senior architecture. No routing to a junior bench, no generic playbook copied across clients.
Build smarter. Scale further.
Building smarter means choosing the right architecture for the actual traffic, budget and risk, not the most fashionable one. Scaling further means the system is still standing, and still affordable, a year after launch.
Danilo Sousa
Founder & Senior AI Solutions Architect
Certifications
- Google Cloud Professional Data Engineer
- AWS Certified Data Analytics – Specialty
- AWS Certified Solutions Architect – Associate
- AWS Certified Cloud Practitioner
Want the numbers behind the bio?
The founder's production track record, with the metrics, is on the Track Record page.
View track record →