Domain-aware Startups for teams in a hurry
Ship faster, scale leaner — AI engineers on demand for early-stage startups building with LLMs.
What AI Automation for Startups looks like with us
From scoping call to go-live, our Startups engagements are designed for teams that care about what actually ships. Security and privacy are built in: NDA-first, least-privilege IAM, EU or US data residency, VPC-isolated deployment options. Every engagement starts with a mutual NDA, a scoping conversation with a senior engineer, and a written proposal within one week. All work product, source code, and documentation is assigned to you on payment — no vendor lock-in, ever.
- 01Domain-aware architecture built for your industry's compliance and data-sensitivity profile
- 02Reference patterns we've shipped in adjacent accounts (sanitised, NDA-respected)
- 03HIPAA / SOC 2 / GDPR-aligned workflows where the vertical requires it
- 04Integrations with industry-standard systems common in your vertical
- 05Change-management support — we train your team, we don't create dependence
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.
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.
How fast can we start?
Most engagements kick off within 5-10 business days of the first discovery call. Scoping takes 3-5 days; paperwork (MSA + SoW + NDA) runs in parallel.
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.




