Agent orchestration
Multi-agent workflows that plan, call tools, and hand off work — coordinated, not one-shot prompts.
Platform capabilities
One intelligence layer, everything built on it
Whether we build for our own products or for you, the same capabilities come as standard — orchestration, integrations, chat, and real model development, all under governance.
What the platform does
Six capabilities, one governed foundation
Each capability is available across the whole product family — Virtual Organization, Nora, and Saga today — and to the clients we build for.
AI intelligence layer
Our own reasoning, memory, and evaluation layer sits above the models, so quality doesn't depend on one provider.
Deep integrations
Connect the tools and data a business already runs on, with least-privilege access and approvals on writes.
Conversational control
Chat is the control surface — grounded in your data, with sources, and nothing consequential applied until approved.
Model development
From selection and fine-tuning to models built from scratch when a domain genuinely demands it.
Executive deliverables
Decks, reports, and analyses generated from structured, canonical values — not copy-pasted guesses.
Real-time & live AI
Low-latency, streaming experiences — live meeting and call copilots, real-time transcription, sentiment, and fast-lane responses that keep pace with the conversation.
Advanced AI software engineering
AI that writes and ships production code across languages, frameworks, and codebases — plus browser and computer automation to capture and act in real systems, always approval-gated.
Rapid prototyping & simulation
From idea to an interactive, clickable prototype in days — product builders and simulations that turn a direction into something you can test before committing to a full build.
INSTRAT360 Studio — engineering
We don't build wrappers. We build powerful experiences.
Most AI products are a thin prompt over someone else's model. We build full-stack applications on our own orchestration and intelligence layer — and, where it matters, we train real models from scratch rather than fine-tuning a general one.
- Full-stack AI applications, not prompt wrappers
- Real models built from scratch — not only fine-tuning
- Orchestrated on our own IP and AI intelligence layer
- Production-grade, governed, and owned by you
The IP, orchestration, and intelligence layer that power our own products are the same foundation we build on for clients. From startups to enterprises, we take teams from idea to a production-grade AI application in weeks, not months.