How quickly can we see value from an AI engagement?
Most clients see a first production pilot in 6–10 weeks, with measurable impact shortly after. We focus on a narrow, high-impact use case first, then expand.
Which models and cloud providers do you work with?
We are model- and vendor-agnostic. We work with major commercial and open-source models and deploy to your preferred cloud, VPC or on-prem environment.
How do you approach data privacy and compliance?
We design for least-privilege access, full auditability and regional data residency. We work with your security and legal teams to align on controls from day one.
Can you work with our existing data and ML teams?
Yes. Many engagements pair our AI product and strategy expertise with your in-house data, platform and ML engineers to accelerate delivery.