NEXUS · Cloud AI
Cloud-based AI platform offering RAG, agent orchestration, and managed inference endpoints.
- Role
- Product, engineering
- Duration
- Ongoing
- Stack
- Next.js · Python · pgvector · OpenAI
The problem
Product teams want AI features but don't want to wire up LLMs, vector stores, evals, and guardrails from scratch every project.
Our approach
- 01
Built a managed platform with RAG, agent graphs, tool-use, and evals behind a stable API and an opinionated SDK.
- 02
Added per-project guardrails (prompt injection defense, PII redaction, rate limits) so teams can ship AI features without a security review every time.
- 03
Shipped a live eval dashboard so product teams watch quality drift in real time instead of discovering it in support tickets.
The outcome
NEXUS now underpins several production AI surfaces, letting teams ship copilots in weeks instead of quarters.
- Time to first AI feature
- < 2 wks
- Avg. quality uplift
- +34%
- Cost per request
- -45%
Have a project in mind?
Tell us what you're building. We'll come back within one business day with next steps — not a sales pitch.