Domain-aware Retail for teams in a hurry
AI for retail chains — inventory, demand forecasting, personalized marketing, and smart customer support.
What AI Automation for Retail looks like with us
We help fast-moving companies ship Retail with senior engineers, clear scopes, and honest timelines. We bring production discipline: observability, runbooks, rollback plans, and documented handover to your team. Each project has a named lead engineer, a delivery lead, and a weekly written status so there are no surprises. Whether you're a seed-stage startup or a Fortune 500 modernising legacy systems, the engagement shape adapts to your stage.
- 01Change-management support — we train your team, we don't create dependence
- 02Domain-aware architecture built for your industry's compliance and data-sensitivity profile
- 03Reference patterns we've shipped in adjacent accounts (sanitised, NDA-respected)
- 04HIPAA / SOC 2 / GDPR-aligned workflows where the vertical requires it
- 05Integrations with industry-standard systems common in your vertical
How teams use this
Customer-facing AI feature tailored to vertical-specific language and data
Internal productivity tool for staff working in highly regulated environments
Digital transformation of a legacy workflow with domain-specific compliance constraints
100+ companiesquietlyrunonsystemswebuilt.
Common questions
Can you work with our existing vendors and data warehouse?
Yes. We integrate with what you have — no forced rip-and-replace.
Do you have reference cases in this industry?
Usually yes, under NDA. We can arrange a reference call with a past client once we're past early scoping.
Do you sign NDAs before a scoping call?
Yes — standard practice. We circulate a mutual NDA before any detailed conversation about your product, data, or roadmap.
What does pricing look like?
Three models: fixed-scope for clear MVPs, monthly retainer for ongoing engineering, or day-rate staff augmentation. We send a written quote within one week of the scoping call.
Whatpeople who shipped with ussayafterwards.












Telluswhatyouwanttoautomate.We'llreplyinonebusinessday.
Describe the problem, the constraint, the deadline. We'll send back a scoped plan and a senior engineer to kick it off — no sales theater.




