01
Smart assistants
Assistants that run on your own documents and data, answering customers or your team around the clock.
AI
AI that works on your dataand does real work.
We build assistants, agents and intelligent automations. We place the model inside your business, measure that it works and keep it running.
Live sample
One request, a few steps, a ready result
Sample flows that show how the systems we build behave. In each one AI prepares the work, and a human gives the final approval when it matters.
callidus · ai-consoleSample flow
Illustrative sample flow; contains no real client data.
My order has shown as shipped for three days. When will it arrive? — Order system queried, Carrier events read, Reply written in the brand's voice — Your order left the transfer hub last night and should be delivered tomorrow. I've also sent the tracking link to your email.
What we build
Six places where AI does real work
- 02
AI agents
Agents that carry a task end to end instead of giving one answer: they research, use tools and report back.
- 03
Document and data intake
Flows that read invoices, forms, emails and PDFs, classify them and post them into the right system.
- 04
Recommendation and forecasting
Layers that turn past data into program, product or action suggestions. They prepare the decision, never take it.
- 05
Text and image generation
Product copy, content and visual drafts, in your brand's voice and with an approval flow built in.
- 06
Secure integration
The AI layer plugs into your existing site, panel or internal tools; the model goes where your data has to stay.
Process
From idea to running system
- 01
Discover
We find the work where AI actually makes a difference. We don't put a model on everything.
- 02
Data
Your data is gathered and cleaned, and what may reach the model is decided up front.
- 03
Prototype
A first version running on your real data lands in front of you fast, and we measure the results together.
- 04
Ship and monitor
It connects to your systems while accuracy and cost are watched continuously. Models change; the product stays up.
Principles
AI you can rely on
Humans decide
Important decisions never apply without approval from you or your team.
Your data stays yours
Your data isn't used to train someone else's model; it stays wherever it needs to stay.
Model-agnostic
Commercial or open source: the best-fitting model is chosen, and swapped when needed.
Measurable
Every AI feature ships with a measurement that shows it's actually working.
In the field
Our projects running on AI
FAQ
Questions you might have
Is AI a fit for my business?
Repetitive, text- or document-heavy work that needs decisions prepared is usually a good candidate. We work this out together in the first call, and if it isn't a fit, we say so.
Is my data safe?
Data is accessed only as far as needed. Providers are chosen on terms where data isn't used for training, and the model can run on your own infrastructure if required.
Which models do you use?
We aren't tied to one provider. We choose between commercial and open-source models based on the accuracy, speed and cost the work needs.
Will it integrate with what I already have?
Yes. We connect the AI layer to your existing website, panel, CRM or internal tools; there's no need to rebuild from scratch.
Let's start
Where would AI make a difference for you?
Let's look together. In the first call we clearly separate the work that fits from the work that doesn't.
Where do we start?