Xalerate
More from AI.
The architecture for putting AI to work.
Privacy-first · GDPR · EU infra
§ Manifesto
Why we exist — and what we will refuse to build.
Founded: 2025
Location: Karlstad
59°23′N · 13°30′E
— 1 OF 5 —

The thinking is learning to leave.

We exist at the intersection of human organization and machine capability. Most enterprises today treat AI as a tool to automate what humans already do — faster, cheaper. We believe that's a missed opportunity. The real power of AI isn't in doing the same things better. It's in doing fundamentally different things — thinking that humans can't, at scales humans can't, with patterns humans can't recognize alone.

Our mission is to make that thinking available, trustworthy, and integrated into the fabric of how organizations work. Not as a black box. Not as a toy. As infrastructure.

I.
Nootio
II.
Brain Orchestra
III.
Just Smarter Eval
IV.
Xalerate Chat
Pilot · invite only
"The next generation of AI infrastructure won't be defined by which models it uses, but by the controls and visibility it puts around them."
Read the manifesto → Send us a message →
Vol. 02 · Edition 19
May 2026
Karlstad, Sweden

Est. 2025
Founder: Niklas Hellberg
§ The Catalog
— 2 OF 5 —

One thesis.

For Europe's regulated organizations, the hard part of AI isn't capability — it's accountability. Each Xalerate product turns frontier AI into real organizational value while keeping a governed, auditable record of what it did, who authorized it, and what it cost. AI you can put to work, and stand behind.

Read the one-pager →
I. Nootio
II. Brain Orchestra
III. Just Smarter Eval
IV. Xalerate Chat
Nootio — Briefing Memo
I.

Nootio Pilot

Memory layer MCP native Privacy-first

The self-maintaining knowledge layer for the AI era.

Turns information into knowledge that compounds — for humans and AI alike. Connect your tools, watch the graph grow, let the system reason across what you know.

MCP Tools
69
Languages
6
Mode
Privacy-first
Brain Orchestra — Audit Explorer
II.

Brain Orchestra Pilot

Verification Multi-model EU-Strict

Governed LLM Access for Regulated Enterprises.

Model-agnostic verification layer for machine-executed AI. Multi-model ensemble with confidence scoring and regulatory audit trails. Deploy with confidence.

Method
Ensemble
Audit
Regulatory
Region
EU
Just Smarter Eval — Eval Runner
III.

Just Smarter Eval Pilot

Batch benchmarking EU compliance 33+ models

Stop picking LLMs by vibes. Measure them.

Enterprise LLM benchmarking for teams making defensible model decisions. Evaluate 33+ models on your own prompts — batch scoring on quality, cost, latency, and compliance. Built for AI platform leads at regulated enterprises.

Models
33+
Compliance
EU-Strict
Scoring
Deterministic
IV.

Xalerate Chat Invite only

Pilot · invite only
Multimodal EU-Strict Governance-mirror

Multimodal AI chat with the governance built in.

All five modalities live on EU prod, with every turn mirrored to a governance trail. For teams who want fast answers without surrendering their data.

Modalities
5
Region
EU
Audit
Mirrored
In development — Veris (assurance): a tamper-evident record across the Xalerate stack.
§ About
— 3 OF 5 —

Most organizations already have access to powerful AI.

What many of them lack is confidence. Confidence that the AI is doing what they think it's doing. Confidence that it stays within bounds. Confidence that it's compliant. Confidence that the data is theirs.

We started Xalerate because we kept seeing the same pattern: organizations invest heavily in AI, yet research shows most struggle with the same three gaps — the AI knows nothing about what the company actually knows, there are few controls over what it can do, and nobody can explain why it did what it did.

Three Principles
01
Privacy-first
Your data stays yours. We build on EU infrastructure with GDPR compliance at the foundation, not as an afterthought.
02
Production-ready
No demos, no vapourware. Every product ships with audit trails, governance, and enterprise-grade reliability.
03
European roots
Built in Karlstad, Sweden. Proudly European — because where your AI infrastructure lives matters.
Niklas Hellberg
Founder & CEO. 30 years IT consulting. Swedish. Believes there's a huge gap between AI capability and actual use today.
§ Investigation
— 4 OF 5 —

AI is scaling faster than the controls around it.

Top-ranked AI risks
Data privacy & security 73%
Legal / IP / compliance 50%
Governance & oversight 46%
Model quality & explainability 46%
Workforce impact 30%
Rapid Spread
74%
of enterprises plan agentic AI within two years
58%
already using physical AI in operations
82%
expect 10%+ of jobs automated within three years
77%
factor origin / provenance in vendor selection
Lagging Controls
21%
have mature AI governance frameworks
84%
have not redesigned jobs around AI capabilities
37%
using AI at surface level with minimal process change
13%
of non-technical workers highly enthusiastic about AI
Where Xalerate fits

Every product we build sits in the gap between AI ambition and AI readiness. Nootio gives the AI something to remember. Brain Orchestra (brainorchestra.ai) puts guardrails around what the AI can do. Just Smarter Eval measures whether the AI is actually any good. Xalerate Chat brings all of it into a multimodal conversation people can talk to. Together, they make the governance gap smaller.

Source: Deloitte, State of AI in the Enterprise, 2026. Survey of 3,235 leaders across 24 countries.
The single biggest concern
73%
Data privacy & security tops the risk register for a third consecutive year.
§ Contact
— 5 OF 5 —

Get in touch.

Reply slip — №.04.28 | postage paid · KARLSTAD
Xalerate AB
Org. nr 559575-8698
Klaratjärnsgatan 1
SE-654 63 Karlstad, Sweden
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