The Platform
DAIOS — The AI Platform Behind Every Futops Product
Hybrid edge AI, cloud analytics, and an LLM-native interface — one engine powering InfraIQ, TrafficIQ, SiteIQ, and CountIQ.
Building a product or platform on top of DAIOS? Jump to APIs & MCP →Have questions about DAIOS? Jump to FAQ →Three Layers, One Engine
Edge AI
Processes video at the source — real-time detection with no round trip to the cloud.
Cloud Analytics
Scales analytics to the cloud — trends, dashboards, and fleet-wide insight across every site.
LLM-Native Interface
Query your data in plain language — no dashboards to learn, no SQL to write.
Why Hybrid
Edge-only systems are fast but can't see the bigger picture across sites. Cloud-only systems see everything but lag on real-time decisions and depend on constant connectivity. DAIOS runs detection at the edge for instant response, and rolls results up to the cloud for the fleet-wide view — without giving up either.
Works With the Cameras You Already Have
DAIOS is hardware-agnostic and integrates with standard IP camera infrastructure — no need to rip out and replace what you already have.
Deploy However Your Environment Requires
DAIOS is built to run wherever the data needs to stay. For government and sovereign-infrastructure clients, that means fully on-premises deployment — no external API dependency, running on India-hosted infrastructure of your choice. For enterprise clients on managed cloud, Futops is a technology partner for AWS andMicrosoft Azure, and a strategic technology partner for clients running other Kubernetes-based infrastructure.
Same platform, same accuracy — the deployment model follows your infrastructure, not the other way around.
For Systems Integrators, OEMs & Platform Builders
Build on DAIOS
REST API & Embeddable SDK
A full REST API and embeddable Player SDK let partners power their own applications with DAIOS intelligence — API-first, with gateway-managed access for enterprise integration.
MCP Server
A Model Context Protocol server for AI-agent builders to query and act on DAIOS intelligence directly from their own agents.
Frequently asked questions
What is DAIOS?
DAIOS is the AI platform behind every Futops product. It runs detection at the edge for real-time response, rolls results up to the cloud for a multi-site view, and adds a plain-language interface for querying your data.
Does DAIOS work with our existing cameras?
Yes. DAIOS is hardware-agnostic and integrates with standard IP camera infrastructure, so you don’t need to replace what you already have.
Can DAIOS run entirely on our own infrastructure?
Yes. For government and sovereign-infrastructure clients, DAIOS can be deployed fully on-premises with no external API dependency. It also runs on AWS, Microsoft Azure and other Kubernetes-based infrastructure.
Does DAIOS include video management?
Yes. DAIOS includes a video management layer for live viewing, event-based recording, search and evidence export with a full audit trail, alongside its AI analytics.
Can we build our own applications on DAIOS?
Yes. A REST API and an embeddable SDK are available today for systems integrators, OEMs and platform builders. An MCP server for AI-agent builders is coming soon.
How is access to DAIOS secured?
Access is role-based and gateway-managed, data is encrypted, and activity is logged for audit.