Personalized Recommendations compliant that ships on day one
Personalised product recommendations for retail storefronts. Real-time ranking, cold-start handling, privacy-preserving signal fusion.
What Personalized Recommendations for Retail looks like with us
Our Personalized Recommendations work is led by senior engineers with 8+ years of production experience - no bait-and-switch staffing. Each project has a named lead engineer, a delivery lead, and a weekly written status so there are no surprises. We structure work around your existing engineering cadence - Slack or Teams channel, weekly demos, shared backlog. If you're evaluating partners, start with a 30-minute discovery call - a senior engineer will join, not a sales rep.
- 01Reference patterns we've shipped in adjacent accounts (sanitised, NDA-respected)
- 02HIPAA / SOC 2 / GDPR-aligned workflows where the vertical requires it
- 03Integrations with industry-standard systems common in your vertical
- 04Change-management support - we train your team, we don't create dependence
- 05End-to-end automation: design, data pipelines, evaluation harness, deployment, observability
How teams use this
Replace a spreadsheet + email workflow with an auditable, measurable automation
Automate a workflow currently bottlenecking your Personalized Recommendations operations
Stand up a compliance-aware AI feature tailored to your industry's data and jargon
100+ companiesquietlyrunonsystemswebuilt.
Common questions
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 understand the compliance landscape in this vertical?
We ask that question up front in scoping. Where compliance matters (healthcare, finance, legal), we align the architecture with the relevant standards - HIPAA, SOC 2, GDPR, PCI, whichever applies - and document the alignment.
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.