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HumanosTech Software · EU AI Act

HT Roadmap. Human oversight.

We are building a suite of four AI products for European companies. The conviction behind every line of code: no high-impact decision is delivered without validation by a certified human expert. Data always on EU servers, compliance by design from day one.

4Products in development
100%Data in the EU
EU AI ActNative compliance
EstoniaEU infrastructure

One platform. Four products.

The technology layer that connects them and gives them scale

All four HumanosTech products share a common technology stack: authentication, data lifecycle, human validation workflows, audit logs and QR infrastructure for traceability. Developed entirely in the EU, hosted in Tallinn, Estonia. The modular architecture lets us add new verticals without rewriting the compliance stack.

HT Platform Core

Shared infrastructure

The core platform handles user authentication, the full data lifecycle, orchestration of human review workflows, audit log storage and the QR infrastructure for traceability. Every module is built on this foundation.

API-first Pseudonymisation Automated DPIA Tallinn · EU
HT InsightGuard Labour market
HT SustainGuard ESG · Green Deal
HT BiasGuard EU AI ethics
HT LawMentor AI Legal · Training
Compliance: GDPR built into the design Data on EU servers EU AI Act by design Mandatory human-in-the-loop QR traceability Estonian and European law

Four products. One ecosystem.

Each product serves a regulated market with the same pattern of trust

The pattern is the same in all four: the AI analyses, a human expert certifies, and the company receives a result with legal, contractual or regulatory validity. No product delivers high-impact results without human validation.

Labour market · EU tech talent
Phase 3 · Active development

HT InsightGuard

Validated market intelligence for the European tech talent ecosystem

Analyses tech talent market trends in the EU using anonymised data contributed by the community. Every insight is validated by a certified human expert before publication, with full traceability of the analysis process and data always on European servers.

Target market Companies hiring tech talent in the European Union
Revenue model Annual B2B licences based on query volume and API access
Compliance
GDPR · Pseudonymisation Explicit consent Automated DPIA EU AI Act compliant
Differentiator

European data with certified human validation. The chain of custody is part of the product.

ESG · European Green Deal · CSRD
Phase 2 · Architecture

HT SustainGuard

ESG analysis with human sign-off for European SMEs

Calculates the carbon footprint, assesses European Green Deal risks and generates actionable recommendations. Every final report requires the digital signature of a certified ESG consultant, creating an auditable chain of custody with genuine regulatory validity under the CSRD.

Target market European SMEs with ESG reporting and sustainability audit obligations
Revenue model Annual corporate subscription with a dedicated human ESG auditor
Compliance
EU AI Act Art. 14 · High-risk GDPR · Automated DPIA European Green Deal CSRD reporting
Differentiator

The first European SaaS platform with an immutable audit trail and human-in-the-loop for ESG.

AI ethics · EU AI Act Art. 10
Phase 2 · Architecture

HT BiasGuard EU

Dataset bias audits with certified ethical validation

Detects and corrects algorithmic bias in business datasets in line with EU AI Act Art. 10. Every audit requires approval by a certified ethics auditor and generates a QR code with the full log: original state of the dataset, biases detected, corrections applied and the reviewer's signature.

Target market Companies that train or use AI models with European data
Revenue model Per dataset audit or monthly corporate subscription
Compliance
EU AI Act Art. 10 GDPR Art. 9 · Sensitive data Processing safeguards Data never leaves the EU
Differentiator

A European SaaS solution with mandatory human validation and full QR traceability for bias audits.

Legal · Training · Corporate compliance
Phase 3 · Active development

HT LawMentor AI

Training in European regulation with legally valid certification

Generates personalised learning paths on the GDPR, DSA, EU AI Act and Green Deal, tailored to each user's profile and role. The final certification is validated by a certified lawyer or DPO, ensuring every certificate has genuine legal validity in the European Union.

Target market Companies with European compliance training obligations, DPOs and legal teams
Revenue model Corporate B2B licence per site or department
Compliance
EU AI Act · Low risk GDPR · Explicit consent Data not used for training Certificates legally valid in the EU
Differentiator

The AI personalises the learning path. The lawyer certifies the result. Genuine legal validity guaranteed.

What they all share

Four different products. One set of non-negotiable principles

These principles are architectural constraints, not configurable options. They are present in every product from the first line of code.

01

Mandatory human-in-the-loop

No high-impact result is delivered without validation by a certified human expert. It is not a user option, it is an architectural constraint present in every product.

02

Full traceability with QR

Every output includes a QR code that opens the full log: input data, model used, AI decisions, the human reviewer's annotations and timestamp. Immutable and auditable.

03

Data exclusively in the EU

All infrastructure is in Tallinn, Estonia. No client data ever leaves European servers at any point in the process. It is not a policy, it is a technical constraint.

04

Explainable and auditable AI

The models are 100% auditable. The human reviewer sees exactly which inputs produced each output before validating it. No black boxes in high-impact decisions.

05

Compliance by design from day one

The GDPR, EU AI Act, Green Deal and sector legislation are part of the design from the first line of code. Adding compliance after development multiplies the cost and compromises the result.

06

B2B monetisation with regulatory validity

The products are designed for companies that need results with legal, contractual or regulatory validity. The value of the product is the admissibility of the result, not just its speed.

Current development status

We build with rigour, not in a rush

Each phase closes when it meets the technical and compliance standards defined in the initial design. Launch dates are not published: the priority is to deliver products that work correctly in demanding regulatory contexts.

The regulatory opportunity

The EU AI Act creates a unique market window for compliance-native infrastructure

The same regulation that creates friction for those who adapt late creates a barrier to entry for those who build compliantly from day one. HumanosTech builds compliance-native, not on top of an existing product.

€7–38B EU AI compliance market by 2030 (7–38B scenario range depending on high-risk share)
€3.4B/year Central scenario: 18% of systems classified as high-risk, annual compliance market
65.000+ Estimated high-risk AI systems in the EU with monitoring and certification obligations
Dec 2027 New date for Annex III high-risk obligations after the Digital Omnibus. Most companies have no defined roadmap
01

Regulatory timing as a competitive advantage

The EU AI Act entered into force in August 2024. With the Digital Omnibus (Regulation (EU) 2026/1744), Annex III high-risk obligations apply from 2 December 2027 and Annex I obligations from 2 August 2028. Companies building compliance-native now have a structural advantage that late entrants will not be able to replicate without rebuilding from scratch.

02

Modular architecture with four verticals

Each product addresses a different regulated market, tech talent, ESG, AI ethics and legal training, on the same compliance stack. One platform, four revenue streams, a single compliance cost.

03

A market without compliance-native alternatives

Existing competitors retrofit compliance onto products already built. HumanosTech designed compliance as an architectural constraint from the start. That difference cannot be bought, it can only be built.

04

Infrastructure in Estonia as a regulatory asset

Tallinn, Estonia: an EU member, Estonian legislation, native GDPR. European clients' data never leaves European jurisdiction. This is a purchasing requirement in regulated sectors such as banking, insurance and healthcare.

Interested in what we are building?

If you would like to know more about our roadmap, technical principles or collaboration opportunities, we are available for a direct conversation with the leadership team.

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