AI Consultancy & Product Studio
We design and build AI systems for complex, real-world decisions.
From LLM-powered decision support and RAG pipelines to ranking, prioritization, and explainable automation — we solve problems where off-the-shelf AI fails.
What We Do
Core Capabilities
Decision Support Systems
Explainable AI systems that assist human decision-making under uncertainty. We build tools that augment expertise, not replace it.
Data Intelligence & Entity Resolution
Matching, disambiguation, normalization across noisy, inconsistent data sources. Production-grade pipelines for complex data problems.
Ranking, Scoring & Optimization
From lead prioritization to multi-criteria offer evaluation. Systems that encode your domain logic into intelligent automation.
NLP & Knowledge Systems
LLMs, RAG pipelines, classification, summarization, semantic indexing. Grounded in real retrieval, not hallucination.
Selected Work
Problems We Have Solved
Financial Document Processing
Automated extraction and classification of complex financial documents with explainable confidence scoring
Outcome
92% reduction in manual review time
Lead Prioritization Engine
Multi-criteria scoring system encoding domain expertise for enterprise sales teams
Outcome
3.2x improvement in conversion rates
Entity Resolution Pipeline
Disambiguation and matching across fragmented healthcare data sources with probabilistic matching
Outcome
99.4% accuracy on patient matching
How We Think
We don't start with tools. We start with the problem.
Many AI projects fail not because models are weak, but because systems are poorly designed. We focus on system architecture, data constraints, explainability, and production realities.
Our approach is grounded in understanding the full context of your problem before recommending any technical solution. We believe in human-in-the-loop systems that augment expertise rather than replace it.
Products
Production Systems, Not Experiments
Our products are productized versions of patterns we have solved repeatedly for clients. They emerged from real-world complexity, not theoretical exercises.
DocServant
Intelligent document processing and extraction system. From unstructured documents to structured, actionable data — with explainable confidence.
PrintServant
Automated print production workflow optimization. From design files to production-ready outputs with intelligent quality control.
Have a genuinely hard problem?
We specialize in problems that don't fit templates. If you're facing complexity that generic solutions can't handle, let's talk.
Get In Touch