AI Your Team Can Trust
Your Board Can Verify
Content, compliance, and AI adoption — connected on one knowledge graph. Every output traceable. Every decision auditable. Every result measurable.
Built in the EU. Patent-protected. Open-source SDK on PyPI.
2,800+ users · Published research on SSRN & Zenodo · EU Patent EP26162901.8 · All data stays in AWS Frankfurt
Three challenges. One connected approach.
Content, compliance, and AI adoption are interdependent. Solving them separately creates new gaps. We solve them together on a shared knowledge platform.
Content at Scale Without Losing Brand Quality
Enterprise marketing teams manage 10,000-500,000+ digital assets across regions and channels. Knowledge workers spend up to 60% of their time on process overhead rather than creative work.
Source: Forrester TEI, 2023; McKinsey Global Institute, 2012; Adobe State of Work, 2023
Philips managed 2,500+ digital assets across 100+ markets. CrawlQ.ai reduced their content creation time from 20 hours to 5 hours per product line — 75% faster — while maintaining 95% brand compliance. €500K saved in year one.
AI Compliance You Can Demonstrate Before the Audit
The EU AI Act (Regulation 2024/1689) requires organizations to document risk management, transparency, and human oversight for high-risk AI systems. Enforcement for high-risk systems begins August 2, 2026. Industry estimates suggest 3-6 months for conformity assessment preparation.
Source: Official Journal of the EU, 2024; A-LIGN/ISACA, 2025; Orrick, 2025
TraceGov.ai scores compliance across 5 TRACE dimensions with 2x the accuracy of standard AI on regulatory questions (SSRN 6359818, Zenodo 18929634). Patent-protected (EP26162901.8). Every compliance answer includes a cryptographic proof trail with 7-year retention.
From Successful AI Pilot to Full Enterprise Rollout
Gartner reports that 85% of AI initiatives never reach production. 30% of GenAI projects are abandoned after proof-of-concept. The barriers are organizational — across processes, culture, governance, and infrastructure — not technical.
Source: Gartner Predicts, 2024; McKinsey State of AI, 2024; BCG, 2020
FrictionMelt identifies 95 friction points across 8 organizational layers, maps compound failure triggers, and prioritizes fixes by measurable business impact. Diagnostic-first, not guesswork.
Three problems. Six solutions. One connected platform.
Content, compliance, and AI adoption — solved by products that share a Knowledge Graph, so your entire AI stack learns from itself.
CrawlQ.ai
The World's First Content ERP
Philips cut 20 hours to 5 hours per product line and saved €500K in year one. CrawlQ turns scattered content into a managed capital asset with 140+ psychographic factors, full audit trail, and 95% brand compliance at scale.
- 75% faster content cycles at Philips (verified)
- 2,800+ users including Fortune 500 enterprises
- 425% average ROCC (Return on Content Capital)
- On-premise deployment via Intel partnership
2,800+ users | 4.4★ Capterra (45 reviews)
Explore CrawlQ.aiStudio CrawlQ.ai
Brand Intelligence Platform
Know instantly if your brand is being misrepresented. Get a quantified Brand Trust Score, catch deviations before they go live, and auto-generate brand-compliant campaigns. Connected to your content pipeline via a shared Knowledge Graph.
- Real-time Brand Trust Score across all channels
- Automatic deviation detection before publication
- AI-generated mission briefs and campaigns
- Shared Knowledge Graph with CrawlQ.ai
FrictionMelt
AI Friction Intelligence
Your AI pilots work. Enterprise rollout stalls. FrictionMelt diagnoses exactly why: 95 invisible friction points across 8 organizational layers, with compound failure analysis showing which to fix first.
- 95 friction points mapped across 8 layers
- Compound failure trigger identification
- Prioritized by business impact, not guesswork
- Training and certification included

TraceGov.ai
AI Compliance You Can Prove
Know your exact EU AI Act compliance score today, not after the auditor arrives. Scores compliance across 5 TRACE dimensions with 2x the accuracy of standard AI. Generates the cryptographic audit trail you need before August 2026.
- 2x more accurate than standard AI on regulation
- Patent-protected (EP26162901.8)
- 99.7% governance accuracy on compliance queries
- Merkle-chain audit trail — 7 year retention
CopyNexus.io
AI Copywriting at Scale
Enterprise-grade copy automation born from real production use at Amazon Ring. Built to generate thousands of brand-consistent product descriptions, social posts, and marketplace listings in minutes.
- Battle-tested at Amazon Ring
- Multi-channel: web, social, marketplace
- Brand voice consistency at scale
- Connected to CrawlQ audience intelligence
Graqle
The Intelligence Engine Behind Everything
The Knowledge Graph that connects all six products. Multiple AI agents cross-check each other before answering — 99.7% accuracy on governance questions. When one product learns, all products benefit. Also available as an open-source developer tool.
- Multi-agent verification — 99.7% accuracy
- Powers TraceGov, Studio CrawlQ, and CrawlQ
- 50-800x lower cost than competitors
- Open-source SDK at graqle.com
Built on original research. Verified by published benchmarks.
Our products are built on patent-protected technology (EP26162901.8) with published benchmarks on SSRN and Zenodo. Open-source SDK on PyPI. Every claim below is independently verifiable.
Every Answer Has Proof
Every output is validated against actual regulatory text. Every citation is verified to be real. When auditors ask how your AI reached a conclusion, you hand them the proof.
Multiple AI Agents That Verify Each Other
Instead of one AI that might hallucinate, we deploy specialized agents that discuss, debate, and verify each other before responding. 99.7% accuracy on governance questions.
Finding the Right Answer, Not Just the Fast One
Our patented search understands the structure of regulations -- articles, recitals, cross-references -- not just keywords. 2x more accurate than standard AI.
Retrieve the right information → Cross-check with multiple agents → Prove every answer
Every output is traceable. Every reasoning step is auditable. Every citation is verified.
The Numbers That Matter
Published benchmarks across 250 regulatory questions in 4 domains (SSRN 6359818, Zenodo 18929634)
What This Means For Your Business
For the Board
Patent-protected IP means your investment is in original technology, not a wrapper that could be replicated. Published benchmarks mean claims are independently verifiable.
For Compliance
Every AI output has a complete proof trail. When an auditor asks how a decision was reached, the system shows them -- article by article, step by step. 7-year cryptographic retention.
For IT/Security
Works with any AI model -- on-premise, cloud, or hybrid. No vendor lock-in. Full data sovereignty. EU-built, EU-headquartered.
Tested Across 4 Regulatory Domains
Open Source, Publications & Verifiable Links
Graqle SDK
Knowledge graph reasoning engine. 2,009 tests passing, 201 skills, 14 LLM backends. Production/Stable on PyPI (33 releases, v0.29.11).
TAMR+ Lite
Trust-aware multi-signal document retrieval. The retrieval engine behind TraceGov.ai, available as a standalone Python package.
TAMR+: Trust-Aware Multi-Signal Document Retrieval
Published on SSRN and Zenodo. Demonstrates 76.6% improvement over vector-only RAG across 250 regulatory questions in 4 domains.
European Patent EP26162901.8
18 claims covering chunk-level scoring, convergent message passing, 3-layer governance, adaptive activation, and topology-aware synthesis.
Published Insights
18 Years of Enterprise AI Implementation Experience
Hands-on delivery at Philips (€500K saved), Rabobank (400B+ EUR portfolio), and ING (500+ employees trained on AI). Here is how we can support your team.
Digital Asset Management & GenAI
Where content becomes a capital asset
We integrate DAM systems (Bynder, Aprimo, Sprinklr) with generative AI to transform how enterprises manage digital portfolios. AI-driven taxonomy, metadata enrichment, smart asset naming, and seamless cross-platform workflows that produced measurable results at Philips and Amazon Ring.
Enterprise AI Enablement
From boardroom strategy to production deployment
We design and deploy AI platforms inside regulated enterprises. Azure OpenAI rollouts, MS Copilot Studio integration, prompt engineering frameworks, AI governance policies. At ING, we achieved 65% training completion. At Philips, we built a 200+ member GenAI Champions community.
Regulatory Compliance & AI Governance
Make compliance provable, not just claimed
Deep domain expertise in financial regulation (Basel III/IV, IFRS9, BCBS239) and AI governance (EU AI Act, GDPR). We managed a 400B+ EUR loan portfolio at Rabobank, led ECB validation finding remediation, and reduced manual effort by 60% through automation.
Generative Change & Leadership
Transform mindsets, not just systems
Technology change requires people change. Certified in Robert Dilts' Generative Change methodology with professional Mindset Map coaching credentials. We bring NLP-rooted transformation frameworks to enterprise AI adoption.
EU-first. Sovereign by design.
Your data never leaves Frankfurt. No US data transfer. No CLOUD Act exposure. Built by a European company for European institutions.
Full security documentation: tracegov.ai/security
Data Residency
AWS Frankfurt (eu-central-1) exclusively
Zero US data transfer. Zero CLOUD Act exposure.
Encryption at Rest
AES-256 via AWS KMS
14 DynamoDB tables + Neo4j Knowledge Graph, all encrypted.
Encryption in Transit
TLS 1.3 enforced
All data in motion protected with latest transport layer security.
Merkle-Chain Audit Trail
SHA-256 hash-verified records
Cryptographic linking between records. 7 years retention.
Regulatory Compliance
6 frameworks. Real status. No marketing fluff.
Articles 5, 25, 28, 32, 35, 44-49
Data protection by design. Lawful processing. No cross-border transfer outside EU.
Articles 9, 12, 13, 14, 26
Risk management, record-keeping, transparency, human oversight, and deployer obligations.
Security, availability, and confidentiality controls under independent audit.
Information security management system aligned with international standards.
Network and information security measures for essential and important entities.
Digital operational resilience for financial sector ICT risk management.
Access Control
Role-Based Access Control
Granular permissions per workspace, per user, per action.
Multi-Factor Authentication
MFA enforced for all accounts. No exceptions.
Least-Privilege IAM
Every Lambda, every service, every role — minimum permissions only.
Transparency & AI Ethics
No Foundation Model Training
Your prompts and responses are never used to train foundation models. Your regulatory data stays yours.
Honest Benchmarks
We publish our real TRACE scores -- 60-67%, not >90%. Regulatory AI is hard. We measure honestly and improve transparently.
Quantamix Solutions is an EU-based company building sovereign AI infrastructure. Data residency, compliance, and transparency are not features -- they are foundations.
Enterprise-Grade AWS Infrastructure
Full stack deployed in AWS Frankfurt (eu-central-1)
Compute & Delivery
- AWS Lambda — serverless, auto-scaling
- AWS Amplify — frontend + CI/CD
- CloudFront CDN — TLS 1.3 enforced
- Route 53 — DNSSEC-ready DNS
- WAF — DDoS protection, rate limiting
AI & Data
- AWS Bedrock — EU inference profiles only
- DynamoDB — 14 tables, AES-256 encrypted
- Neo4j — knowledge graph, encrypted
- S3 — document storage, encrypted
- TRACE + CERI engines — custom AI scoring
Identity & Monitoring
- AWS Cognito — MFA, JWT, token rotation
- IAM — least-privilege, role-based
- CloudWatch — real-time monitoring
- Automated anomaly alerting
- Stripe — PCI DSS Level 1, EU processing
Data Flow — Everything Stays in Frankfurt
All services configured to eu-central-1 via IAM policies, VPC config, and service endpoints.
Incident Response SLA
Secure Development Practices
- Infrastructure as Code (AWS CDK/CloudFormation)
- Automated dependency vulnerability scanning
- Code review required for all production changes
- Separate staging and production environments
- Zero third-party data sharing
Responsible Disclosure
Security researchers can report vulnerabilities via security@tracegov.ai.
Full security documentation and Data Processing Agreements available for enterprise customers upon request.
Strategic Partnerships
Collaborating with global technology leaders to deliver enterprise-grade AI solutions
Accelerating Enterprise AI Adoption Together
A strategic partnership combining Intel AI PC hardware capabilities with CrawlQ Two-Way RAG technology to deliver on-device enterprise AI at scale.
- --Joint acceleration of enterprise AI adoption
- --Intel AI PC ecosystem integrated with CrawlQ Two-Way RAG
- --Core Ultra processors delivering 48 TOPS AI performance
- --100M+ AI PCs target across the ecosystem
Technology Partners
Certifications and Coaching
Certified partnership in Generative Change methodologies, bridging AI-driven brand strategy with human-centered coaching frameworks.
Partnership with Mickey Feher on MindsetMap coaching integration, enabling psychographic-informed brand collaboration strategies.
Built by someone who has sat in your chair
Strategic AI Advisor to Enterprise Leaders | Architecting GenAI Transformation & Adoption Roadmaps for Fortune 500 & Financial Institutions

Harish Kumar
Founder & CEO
Quantamix Solutions B.V.
Over 20+ years, Harish has gone from the Reserve Bank of India to Amazon, Deutsche Bank to Philips — always sitting in the same chair as the people he now serves: enterprise leaders navigating AI transformation under real-world constraints. His technical depth spans LLM fine-tuning, Knowledge Graphs, SHACL/OWL ontologies, and end-to-end AWS deployment pipelines.
Enterprise Experience
GenAI transformation for Ring marketing; managed 2,500+ digital assets, 50% efficiency boost.
Founded 200-member GenAI Champions Community, 500K EUR annual savings, 80-99% metadata accuracy.
Led Google Cloud Migration — Trading Book Stress Testing to GCP using Looker and BigQuery.
Product Owner IFRS9 Calculation Engine, managed 400B+ EUR loan portfolio.
FRTB and IRRBB Capital Calculations Workstream Lead.
Economic Capital Modeling, regulatory stress testing.
Quantitative Risk Management.
Key Achievements
What our clients say
Real results from enterprise leaders and marketing strategists who use our AI platform.
“CrawlQ's AI platform shifted my perspective on what AI can offer at enterprise level.”
20h→5h per product line · 500+ SKUs · 60% cost reduction
“I've been in digital marketing for about 20 years and have not seen anything as extensive. You will get an entire content marketing strategy and brand identity kit.”
“By combining CrawlQ with my writing and personality, I have a very effective tool. Audience research sets CrawlQ apart from other AI content generation tools.”
DR 3→16 in 6 weeks · 42 articles · 2,091 shares in 4 days
“I made more progress in 30 minutes than I've made in the last 5 years.”
“Once she stopped talking to everyone and found a single person with a specific desire — 15 people signed up for her yoga class in just a couple of days.”
15 signups in days · 10 attendees
“I get insights on my customers that I don't even know of. It gave me clarity on who I should target.”
“Other tools tell us what audience searches for; CrawlQ tells us what it wants. When we know what it wants, we can write content accordingly.”
“CrawlQ is a hidden gem that people easily confuse by comparing it to other SEO & AI Content tools.”
“Its market research is even more in depth than a professional market research audit.”
“No software in the market digs deep like CrawlQ AI Content Automation.”
“The best app I bought on AppSumo and the most informative, helpful, and hard-working founder.”
“CrawlQ.ai is on a different level compared to other AI copywriting tools.”
Case Study Highlights
Philips Personal Health
Fortune 500 — Healthcare Technology
FractalMax
Entrepreneurship & Business Education
EU AI Act: What Your Organization Needs to Know
The EU AI Act is the world's first comprehensive AI regulation. Enforcement for high-risk AI systems begins August 2, 2026. Here is a clear overview of the requirements, timeline, and how organizations are preparing.
Source: Regulation (EU) 2024/1689, Official Journal of the European Union, 12 July 2024
What the EU AI Act requires from your organization
Risk Classification
Determine if your AI system is high-risk. Most enterprise AI in regulated sectors qualifies.
Risk Management
Establish a risk management system throughout the entire lifecycle of the high-risk AI system.
Transparency
Provide clear documentation so deployers can interpret outputs and use the system appropriately.
Human Oversight
Build systems that enable effective human oversight, including the ability to override or halt the AI.
Compliance Timeline
From assessment to enforcement
Map your AI systems against EU AI Act requirements. Identify high-risk classifications.
Deploy risk management, transparency reporting, and human oversight mechanisms.
Verify compliance documentation. Run internal audits. Prepare for enforcement.
EU AI Act enforcement begins. Non-compliance penalties up to 35M EUR or 7% of global revenue.
How Quantamix helps you get ready
EU-built tools for EU AI Act compliance
TRACE Compliance Scoring
Quantified, auditable compliance scores across all EU AI Act articles. Know exactly where you stand and what gaps remain.
Knowledge Graph Intelligence
Neo4j-powered regulatory mapping that traces obligations across articles, identifies dependencies, and generates gap attribution reports.
Merkle-Chain Audit Trail
Every compliance decision cryptographically linked and hash-verified. 7-year retention. Built for regulatory scrutiny.
A gap assessment typically takes 30 minutes and gives you a clear picture of where your organization stands today.
From the field, not the sidelines
Practical perspectives on enterprise AI, regulatory compliance, and digital transformation — written by practitioners, not analysts.
Let's Talk About What You're Building
Whether you're evaluating AI compliance tools, planning an enterprise AI rollout, or navigating the EU AI Act — we are happy to help.
We respond within 24 hours. No obligations, no sales pressure.
Company
Quantamix Solutions B.V.
KVK: 73625183
Buitendijks 2, 1422MM
Uithoorn, Netherlands