01 Risk signal
Stuck at the demo
Impressive prototypes that never survive real data, real load or real edge cases.
AI Solutions / Development
Custom AI agents and copilots, shipped to production
From prototype to production. We engineer custom intelligent agents, copilots, retrieval systems and models that integrate with your stack, pass rigorous testing and scale with your business.
- Custom
- Not off-the-shelf
- Integrated
- Into your stack
- Tested
- Quality, security, perf
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Where AI builds go wrong
A demo is easy. A dependable system your team trusts in production is the hard, valuable part.
02 Risk signal
Bolted on, not integrated
AI that lives in a silo instead of inside the tools and workflows your team already uses.
03 Risk signal
Unmeasured and untrusted
No evaluation, no guardrails, no monitoring, so no one trusts the output.
How we build AI agents
Engineering discipline applied to AI, so what we ship is dependable, observable and yours.
Checkpoint 01
Scope & prototype
We frame the task, pick the right approach and prove value fast with a working prototype.
Checkpoint 02
Engineer
Agents, RAG, tool-use and integrations built into your stack with tests and guardrails.
Checkpoint 03
Evaluate
Continuous evaluation for quality, safety, security and performance against real cases.
Checkpoint 04
Ship & operate
Deployment, monitoring and iteration, with ROI measured in production.
What we build
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Custom agents
Task-executing agents with tool use, memory and human-in-the-loop where it matters.
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Copilots & assistants
In-app copilots that sit inside the workflows your team already uses.
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RAG & knowledge systems
Retrieval over your documents and data with grounded, cited answers.
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Models & pipelines
Fine-tuning, evaluation harnesses and data pipelines tuned to your domain.
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Integrations
Connections to your CRM, ERP, data warehouse and internal tools.
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Eval & observability
Test suites, guardrails and monitoring so output stays trustworthy.
Built to last
- In-stack
- Lives where you work
- Observable
- Monitored & evaluated
- Yours
- You own the system
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Frequently asked
Which models and tools do you use?
We are model-agnostic and choose the best fit for your task, budget and data-residency needs: frontier APIs or open models you can self-host.
Will it run on our infrastructure?
Yes. We can deploy to your cloud or on-prem, with data residency where required.
Do we own the result?
Yes. You own the code and the system; we hand it over with documentation.
Insights
All insightsFrom our insights
What AI Agent Development Really Costs in 2026
Honest AI agent development cost ranges by project type — pilot, single agent, multi-agent — plus the hidden cost drivers no vendor mentions upfront.
Read articleHow to Choose an AI Agent Development Company
How to choose an AI agent development company: the vendor checklist — red flags, contract terms, and questions that separate builders from slideware sellers.
Read articleBuild vs Buy: A Decision Framework for AI Agents
Deciding whether to build vs buy AI agents? Use this 5-dimension scorecard to move from a strategy debate to a defensible recommendation in 20 minutes.
Read articleProject intakeSecure workflow
Have a workflow ready to automate?
Bring us a task. We will scope a build and show you what production looks like.
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Direct response: hello@orange-its.ch