Internal Research & Development

Sintrove Labs.

Our internal environment for experimenting with emerging technologies, solving complex problems and turning useful ideas into real products.

Primary Proof PointStatus: Internal Prototype

NexusOps AI.

NexusOps AI is Sintrove's primary internal research prototype exploring practical, production-ready AI pipelines for growing operations teams.

What It Is

An intelligent operations co-pilot that ingests enterprise documentation, standard operating procedures, and database schemas to enable natural-language workflow automation.

The Problem It Solves

Growing companies suffer from institutional knowledge fragmentation. As teams scale, team members lose hours locating past technical decisions, operational guidelines, and repeating multi-step data tasks manually.

Who It Is For

Designed for technical managers, customer support leads, and operational teams who need reliable context extraction without switching between dozens of tabs and tools.

Architecture StackInternal Spec v0.4
Runtime & APIPython 3.11 + FastAPI (Async)
Frontend DashboardNext.js 14 + React Server Components
Context & Retrievalpgvector + Hybrid Semantic Search
Reasoning EngineLLM Orchestration with RAG Pipelines
Current Development StatusActive Prototype (Internal Dogfooding)

What We Are Learning

By building NexusOps AI in-house, we gain direct, hands-on engineering experience with embedding chunking strategies, vector latency optimization, and hallucination-guarding protocols. We apply these exact production insights directly to our client software engagements.

Future ExplorationsEarly Stage Concepts

Exploring concepts.

Ideas we are systematically prototyping to solve real industry challenges before bringing them to client products.

ConceptExploration

Commerce Intelligence

A future concept exploring AI-assisted e-commerce analytics, inventory forecasting, customer behaviour analysis, and automated business decision support.

AIE-CommerceAnalyticsNext.jsPostgreSQL
ConceptExploration

SupportFlow AI

An AI-assisted support concept designed to retrieve contextual company documentation and draft accurate, high-fidelity responses for operational teams.

Next.jsLLMsRAGPostgreSQLAutomation