Model Engineering
Custom model fine-tuning, evaluation pipelines, and deployment strategies designed for reliability.
We build AI products that transform how companies move.
STORMMQ Limited is a strategic AI & software development partner delivering production-grade systems, from model engineering to productized platforms for ambitious teams.
Trusted by teams worldwide
200+ companies
(4.9 · 320 reviews)
Specialized services
A focused set of capabilities to turn research into reliable, secure product experiences.
Platform Engineering
Scalable APIs, observability, and secure infra for model serving and feature stores.
Productization
UX-driven product design and frontend engineering to ship delightful AI experiences.
Data & MLOps
Pipelines, feature engineering, and CI/CD tailored to model lifecycle management.
Security & Compliance
Threat modeling, secure deployment, and governance workflows for regulated customers.
Strategy & Acceleration
Proofs-of-value and technical roadmaps to align AI with measurable business outcomes.
A pragmatic, outcome-first process
We combine research rigor with production discipline to deliver measurable results.
01
Discovery & Alignment
Define success metrics, data readiness, and technical constraints before any engineering work begins.
02
Iterate & Validate
Rapid experiments, model evaluation, and UX prototypes to validate impact with low cost of failure.
03
Ship & Operate
Production deployment, monitoring, and ongoing optimization to ensure long-term value.
Start a conversation
Tell us about your challenge and we'll propose the fastest path to value.
Ready to move from prototype to product?
We design for reliability, security, and measurable impact.
What partners say
Selective client outcomes and partnership experiences.
"STORMMQ partnered with us to move a POC into production. Their engineering standards and focus on observability reduced incidents by 72%."
"They helped us define a viable path through compliance constraints and delivered a robust, monitored model service."
"The team provided pragmatic product guidance and shipped a recommendation engine that increased conversions by 18%."
FAQ
Concise answers to common questions about working with us.
What industries do you work with?
We partner with regulated and high-growth companies: fintech, healthcare, enterprise SaaS, and marketplaces.
How long does a typical engagement take?
Small pilots can start showing value in 6-10 weeks; production initiatives vary but commonly range 3–9 months.
Do you sign NDAs / work under compliance constraints?
Yes. We regularly operate under NDAs and have experience designing for regulatory controls.