Streaming ingestion
Low-latency pipelines that capture events, documents, and telemetry into a governed lake.
Rayvia Technologies Pte Ltd
Turn raw signal into decisions you can ship.
We build production AI and data platforms — from streaming ingestion and feature stores to retrieval, evaluation, and the agents that sit on top.
The Platform
One stack from ingest to insight.
A modular reference architecture our clients can adopt whole, or piece-by-piece — built on open standards, deployable into your cloud.
Feature & vector store
Unified offline / online features with vector retrieval, lineage, and point-in-time correctness.
Model serving
Serve open and frontier models behind a stable API with caching, routing, and cost guards.
Evals & observability
Continuous evaluation, drift detection, and trace-level debugging for agents in production.
Agent runtime
Tool-using agents with policy, memory, and human-in-the-loop checkpoints baked in.
Governance
SSO, fine-grained access, audit trails, and regional data residency for regulated workloads.
Solutions
Where Rayvia shows up.
Knowledge & retrieval
Search and Q&A over your contracts, tickets, and internal wikis — with citations, permissions, and freshness guarantees.
Decision intelligence
Forecasting, anomaly detection, and copilots that surface the next action — wired into the systems your team already uses.
Machine vision
Visual inspection, defect detection, and object recognition pipelines — from edge cameras to factory-floor dashboards.
Custom model work
Fine-tuning, distillation, and domain adaptation when off-the-shelf models leave accuracy or cost on the table.
How we work
Engineering, not demoware.
Our team ships systems that survive contact with real data, real users, and real auditors. Every engagement ends with code your team can own.
- Start with the data. We earn confidence on a single workflow before scaling the platform.
- Open by default. Open formats and portable infrastructure — no proprietary lock-in.
- Evaluation first. If we can't measure it, we don't ship it.
- Built to hand off. Runbooks, tests, and a clear path for your engineers to take over.
Contact
Let's talk about what you're building.
Tell us about the workflow, the dataset, or the agent you have in mind. We reply to every serious inquiry within one business day.
[email protected]