Law · Finance · Real Estate · Private Practice
Meru AI
Bespoke AI stewardship for professional services. We learn the rhythm of your organization. We identify the friction. We architect the solution.
Selected Work
Case Studies
Engagements that demonstrate our methodology. Quiet victories. Definitive results.

BloomChat: Enterprise Intelligence
An AI architecture that synthesizes insight across business systems. Executive clarity. Refined decision-making. Human relationships strengthened through intelligent support.
Performance Benchmarks
- Proposal architecture refined from months to hours
- Marketing spend efficiency reached 4.8x ROAS
- Client resolution speed improved by 40%
- Executive decision-making accelerated with clarity
Architectural Stack

Curate: Preference Architecture
A recommendation engine redesigned to understand the nuance of human preference. From prototype to production. Precision matching that respects complexity.
Performance Benchmarks
- The 'Invisible Mediator' AI for post-date feedback
- Multi-modal silhouette (Facial, Text, Tone, Values)
- Vetting efficiency improved by 95% via AI automation
- MVP refined into a definitive social silhouette
Architectural Stack

EDaters: The Technical Stewardship
An emergency rescue for a platform trapped by legacy friction. We studied the operational rhythm and restored stability, ensuring the firm could grow without technical noise.
Performance Benchmarks
- Legacy DNA modernized with zero downtime
- Gamified matchmaking logic for gaming compatibility
- Infrastructure noise removed with AWS migration
- SQLite debt transitioned to Supabase PostgreSQL
Architectural Stack
The Atelier
Our Architecture
A deliberate methodology. Each engagement begins with immersion and ends with a system that breathes with your business.
Strategic Immersion
We study the rhythm of your operations. We listen before we build.
Bespoke Architecture
Solutions shaped to your organization's DNA. No templates.
Executive Counsel
Clarity for leaders navigating the landscape with conviction.
Proof of Concept
Validation before commitment. Tangible results before scale.
Technical Exploration
Research into emerging architectures. Quiet innovation.
System Integration
AI woven into your existing fabric. Invisible when done well.
Sector Intelligence
Industry Perspectives
A considered view into how intelligent systems are reshaping professional services.
The Architecture of Patient Care
Intelligent systems that support clinical judgment. Technology that respects the human element.
Core Perspectives
- Predictive intelligence for patient outcomes
- Operational refinement through automation
- Diagnostic support systems
Industrial Intelligence
Precision systems for quality assurance. Predictive architecture for maintenance and supply chain.
Core Perspectives
- Quality control with precision
- Predictive maintenance systems
- Supply chain intelligence
Financial Architecture
Risk assessment refined. Fraud detection with conviction. Banking that understands.
Core Perspectives
- Fraud detection with precision
- Automated risk architecture
- Personalized client experience
The Library
Selected Readings
Considered perspectives on intelligence, architecture, and the human element.
On Multimodal Intelligence
Continue ReadingThe Ethics of Automation
Continue ReadingEnterprise Architecture: A Study
Continue ReadingBegin
The Intelligent Silhouette
We take the burden of executive decision-making off your hands. We do not ask what you want. We tell you what you need.