Agent orchestration
Multi-agent workflows that plan, call tools, and hand off work — coordinated, not one-shot prompts.
INSTRAT360 Studio — engineering
The AI engineering team behind the products — put to work for 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.
Enterprise → startup
Delivered across company stages
Weeks, not months
From idea to production-grade build
6 EU frameworks
Designed against from day one
100% owned by you
Full handover, no lock-in
New initiative
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
What we bring to every build
The same intelligence layer that powers our products
We don't start from a blank page for each client. Every build inherits the orchestration, intelligence, and governance layer we engineered for our own products.
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.
Service lines
Four ways to put the Studio to work
Engage at any point — from a first strategy through a validated prototype to a full production build and bespoke models you own.
AI Consulting & Strategy
Executive-level guidance that turns AI ambition into a governed roadmap, prioritised by value and feasibility — not hype.
- Opportunity and readiness assessment
- Prioritised, governed AI roadmap
- Business case and value modelling
AI Prototyping
A working prototype on your own data and workflows, so a decision to invest is made on evidence rather than a slide deck.
- Clickable, working proof of concept
- Evaluation on your real data
- Clear go / no-go recommendation
AI Development
Production-grade AI applications built on our orchestration and intelligence layer — engineered, governed, and ready to run.
- Full-stack app on our IP and intelligence layer
- Integrations, chat, and agentic workflows
- Governance, audit, and observability built in
Custom Models & Builds
When a general model won't do, we build one — bespoke models and systems that become durable IP your company owns.
- Models built from scratch for your domain
- Evaluation, safety, and performance testing
- Full ownership and handover — no lock-in
Who we empower
Startups
Ship a fundable, production-grade AI product fast — leveraging our IP instead of rebuilding the hard parts.
Enterprises
Transform a function or line of business with governed AI that meets your security and compliance bar.
What we build
- Live sales applications
- Business transformation
- Executive intelligence & reporting
- Agentic workflow automation
- Custom copilots & assistants
- Domain-specific model development
Selected collaborations
Delivered with real teams, from enterprise to scale-up
Summaries of recent work, shared with permission. From strategic transformation at an enterprise telecom to product and AI runtime delivery for a SaaS scale-up.
INSTRAT helped us turn an ambitious AI direction into a concrete and testable solution — connecting strategic transformation, Jira Cloud, and agentic AI in a practical environment.
Casper Olsen
Senior Director & Head of Strategic Planning & Execution
YouSee
Strategic transformation · Jira Cloud · agentic AI
INSTRAT quickly developed a deep understanding of our product, architecture, and AI runtime. They have supported us from technical migration through continuous product and AI delivery.
Pascal Janus
Co-Founder & CTO
Echory GmbH
Technical migration · product & AI runtime
INSTRAT helped us translate our consulting delivery model into a clear AI-enabled product concept — connecting insights, strategy, tactics, and organisational mobilisation in one coherent flow.
Peter Hindkjær
CEO & Founder
GRAPE A/S
Delivery model → AI-enabled product concept
Have an AI opportunity worth building?
Bring us the problem. We'll come back with a governed path from idea to a production-grade AI application your company owns end to end.