AI / ML / Generative AI
AI that actually ships — and keeps shipping.
We help product teams move beyond demos: shipping AI features into production with evaluation, observability, and cost discipline built in from day one.
What we do
AI / ML / Generative AI capabilities
LLM integration & RAG
Retrieval-augmented systems over your documents, support tickets, and internal data — with grounded responses and clear citations.
Agents & copilots
Task-specific agents and copilots that take action: search, summarize, draft, route, escalate. Designed with humans in the loop.
Custom ML models
Classification, ranking, recommendations, forecasting, and structured-data prediction — owned models when LLMs aren't the right tool.
AI features inside your product
Search, summarization, smart suggestions, content generation — embedded into your product UX so users feel the benefit, not the technology.
What you get
Deliverables we hand over.
Every engagement includes documented artifacts your team can own and extend after we're gone.
- Use-case shortlisting and feasibility report
- Working prototype on your real data
- Eval harness with task-specific metrics
- Production deployment with cost & latency monitoring
- Guardrails for content safety, PII, and prompt injection
- Documentation, runbooks, and team enablement
Tools we reach for
The stack, demystified.
Pragmatic and modern — we pick boring tools where they win, and new tools where they earn it.
Model providers
Frameworks
Vectors & data
Ops
How we work
A process built around transparency.
Predictable rhythm, weekly demos, honest trade-offs. Five phases, shaped to your stage and team.
Discover
We map your goals, constraints, and existing systems through working sessions with your stakeholders.
Design
Architecture, UX, and delivery plan are designed together — so engineering choices serve product outcomes.
Build
Sprints with weekly demos, clean code, automated tests, and a transparent backlog you can see at any time.
Launch
Hardening, performance work, security review, and a launch plan — including monitoring, rollback, and on-call coverage.
Scale
Ongoing engineering partnership: new features, cost optimization, observability, and growing the platform alongside your team.
FAQ
Questions buyers usually ask.
Different question? Send it our way — we answer every enquiry within two business days.
Ready when you are
Have an idea or a roadmap? Let's talk.
Tell us about your goals and we'll come back with a focused, written response — and a path forward — within two business days.
Or email us directly at vericxglobal@gmail.com