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The Engineering Vault

Senior-to-senior technical insights on building AI systems that meet the Industrial Standard: 3 AM stability and full auditability.

The Adaptive Architecture Protocol: 21 Ways to Search Your DataThe Adaptive Architecture Protocol: 21 Ways to Search Your Data

The Adaptive Architecture Protocol: 21 Ways to Search Your Data

Most AI vendors sell you "Vanilla RAG." They split your text into chunks, turn them into numbers (embeddings), and hope for the best. It wo

20 Apr, 2024
The Zero-Junior Policy: Why We Refuse to Learn on Your BudgetThe Zero-Junior Policy: Why We Refuse to Learn on Your Budget

The Zero-Junior Policy: Why We Refuse to Learn on Your Budget

A FinTech company hired a "premium" agency to build their AI system. They paid $300/hour for a "Senior Partner" to lead the project. Six mo

15 Apr, 2024
Logic-Layer Decoupling: Updating AI Without a Single Line of CodeLogic-Layer Decoupling: Updating AI Without a Single Line of Code

Logic-Layer Decoupling: Updating AI Without a Single Line of Code

Last quarter, a FinTech company had to update their AI system because of a new accounting regulation. The change was simple: update the def

10 Apr, 2024
Why 98.4% Accuracy is the Only Metric That MattersWhy 98.4% Accuracy is the Only Metric That Matters

Why 98.4% Accuracy is the Only Metric That Matters

In a simple demo, 80% accuracy looks impressive. But in M&A auditing, legal compliance, or financial forecasting, 80% accuracy is a disaste

04 Apr, 2024

Industrial-Grade AI Infrastructure

For CTOs and Heads of Innovation in FinTech and LegalTech. We solve the fear of AI mistakes and compliance problems with enterprise-level security, delivered quickly.

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Sovereignty First

VPC / Private Cloud

On-Premise

DORA/KNF

Enterprise Security

VPC / Private Cloud

On-Premise

DORA/KNF

Enterprise Security

Test Data Creation

Simple Business Rules

Auto-Fix Systems

Source Citations

Test Data Creation

Simple Business Rules

Auto-Fix Systems

Source Citations

Full Auditability

3 AM Stability

VPC / Private Cloud

On-Premise

Full Auditability

3 AM Stability

VPC / Private Cloud

On-Premise

DORA/KNF

Enterprise Security

Test Data Creation

Simple Business Rules

DORA/KNF

Enterprise Security

Test Data Creation

Simple Business Rules

Everything runs in your private cloud or on your servers. Your data never leaves your company. Compliant with DORA and KNF regulations.

98.4% Acceptance

123
Green Signals
2
Red Signals
20m
Process Time

Major consulting firm benchmark: Automated important M&A reporting got 123 correct and 2 incorrect results. What used to take weeks now takes 20 minutes. Return on investment was about $900k right away.

Engineering Screening

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Start Measuring.

We check your data quality, test it against industry standards, design the right system for you, and show you the return on investment. We measure everything with real data.

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