Everything you need to know about our business model, private AI engineering, decision intelligence, and how we help European SMEs scale securely.
Public tools transmit your corporate documents and client data to external third-party servers, creating severe compliance risks under GDPR and exposing trade secrets. Our private AI solutions run entirely within your physical office network or on a dedicated, encrypted European Virtual Private Server (VPS). Your data never leaves your custody, zero queries are stored by third parties, and your data is never used to train public foundation models.
A: We design every automation pipeline with explicit risk classification, immutable audit logging, and human-in-the-loop approval gates. By keeping models local and parameters transparent, your business remains fully compliant with European AI governance standards, mitigating regulatory penalties.
 No. We utilize parameter-efficient fine-tuning (QLoRA) that allows multi-billion parameter models to run efficiently on modest local hardware or cost-effective dedicated European VPS instances for a fixed, predictable monthly operational cost.
We integrate our proprietary THINK25 decision framework into all automated workflows. AI outputs are constrained and validated against your company's explicit procedural rules, historical databases, and regulatory requirements before being surfaced to your team.
No. We build model-agnostic architectures. As the open-source ecosystem rapidly evolves, our infrastructure allows us to easily swap, upgrade, or re-tune base models without needing to rebuild your workflow, user interface, or backend API connections from scratch.
We tie our execution and scaling compensation directly to measurable business outcomes—such as operational hours saved, margin expansion, or revenue milestones defined in our Statement of Work.
Engagements begin with our low-risk Strategic Discovery Audit (delivered for a symbolic commitment fee). Full implementations are delivered as fixed-fee 6-week pilot projects (typically €15,000–€35,000), followed by milestone-based success sharing and predictable infrastructure support.
Our methodology is engineered to minimize internal disruption. We typically require 4 to 6 hours per week from your operational lead during Weeks 1–2 for workflow mapping and data access. Our engineering team manages the complete technical build, model tuning, and API integration.
We begin with an Ideation & AI Readiness Diagnostic. For a symbolic commitment fee, we analyze your current operational landscape, map automation opportunities, evaluate regulatory risks, and deliver a strategic roadmap. This allows you to evaluate our value and approach before making a larger project commitment.
We eliminate unpredictable, variable token fees. Projects typically start with an AI Readiness Diagnostic to scope the deployment. Implementation is structured as a clear, fixed-fee pilot project (typically €15,000–€35,000) followed by a low-cost infrastructure and support retainer. You pay for execution and infrastructure—not per-word usage.
We pair custom fine-tuned models with our proprietary THINK25 decision framework. By integrating Multi-Criteria Decision Analysis (MCDA) and mathematical constraints into automated workflows, every AI output is checked against your firm's rules, regulatory constraints, and historical databases before reaching your team or clients.
THINK25 is our decision-intelligence engine that combines Analytical Hierarchy Process (AHP), Multi-Criteria Decision Analysis (MCDA), and Game Theory. It converts intuition-based business decisions into mathematically defensible models, allowing leadership teams to evaluate risk, scenario trade-offs, and competitive dynamics with precision.
Weeks 1–2: Operational mapping, data preparation, and security scoping.
Weeks 3–5: Open-source model selection, QLoRA fine-tuning, and private local/cloud deployment.
Week 6: REST API integration with existing systems (ERP/CRM) and team onboarding.
Yes. We expose custom models via standard, secure REST APIs that connect seamlessly with your ERP, CRM, Microsoft Teams, Slack, or internal web portals.
We specialize in high-trust, document-intensive SMEs across the UK and Scandinavia, specifically in Architecture & Engineering, Commercial Real Estate, Private Wealth Management, and Supply Chain & Logistics.
We use our Strategic Selection Triangle to evaluate prospective engagements based on three criteria:
Industry Fit: Sectors where we have deep operational and technical understanding.
Growth Potential: Businesses capable of scaling through efficiency and market positioning.
Trustworthy Ownership: Founders and CEOs who value integrity, transparency, and long-term partnership as much as we do.
You can request an AI Readiness Diagnostic or contact our strategic team directly through our website to explore whether your company fits our strategic selection criteria.