We build the software your business runs on.

No. Many AI agents — like a sales consultant or website auditor — work from day one using your website, product info, and pricing. Agents that personalize using your historical data (like a knowledge agent trained on past tickets) improve further once that data is connected, but it's not a prerequisite to start.

A focused single-department rollout (e.g. finance or inventory) typically takes 4–8 weeks. A full multi-module implementation across finance, inventory, HR, and CRM usually runs 3–6 months depending on data migration complexity and customization.

Yes. We scope hosting region, data residency, and compliance requirements for your region as part of project discovery, before any architecture decisions are locked in.

Yes, most of our clients aren't. We start with the highest-friction manual process in your business and scope a specific, contained automation or agent for it, rather than a vague enterprise-wide AI initiative.

Most projects start with a free consultation to understand goals and constraints, followed by a scoped proposal with timeline and cost. We work in the Planning → Designing → Development → Testing → Delivery process outlined above, with regular check-ins throughout.

Yes. Every build includes a defined support window, and we offer ongoing managed service plans for clients who want continued monitoring, updates, and iteration after launch.