Skyline Consults is the principle licensee of Ontop+Within—a filed patent AI architecture designed for institutional contexts where enhancement beats replacement
For 20+ years, we've operated at the intersection of complex systems, challenging contexts, and institutional transformation. Managing donor-funded programs across 100+ districts. Leading financial oversight for national health infrastructure. Implementing systems for social protection programs serving vulnerable populations. Supporting USAID, CDC, PEPFAR, and DfID-funded initiatives with zero audit findings across every engagement.
This experience revealed a fundamental truth: institutions operating in constrained contexts don't need solutions designed elsewhere and adapted poorly. They need architecture designed from the ground up for environments where system replacement isn't viable, where solutions must work ontop of existing infrastructure while integrating within operational reality.
That insight became Ontop+Within—our proprietary methodology combining dual-axis intelligence with an architectural approach that enhances rather than replaces existing systems. We formalized this innovation through patent filing: UG/P/2025/31, "AI Adaptive Model for Legacy Infrastructure Augmentation," filed November 12, 2025, with jurisdiction in Uganda/Africa.
Founder & Managing Director | Ontop+Within Methodology Architect | Patent Holder
Solomon's 20+ year career trajectory explains why Ontop+Within exists. UK-educated (Oxford Brookes University BSc, University of South Wales MBA) with four years professional experience in London managing portfolios exceeding £2.5 million, he returned to Uganda in 2009 to apply international standards in African institutional contexts.
What distinguished his approach was pattern recognition across seemingly disparate challenges. Managing financial systems for a 100-district national laboratory services program revealed how solutions must work despite infrastructure limitations. Leading financial oversight for SAGE social protection across 15 districts demonstrated how effective systems integrate within existing government processes rather than replacing them.
Solomon formalized this approach as the Ontop+Within methodology and filed patent application UG/P/2025/31: "AI Adaptive Model for Legacy Infrastructure Augmentation" on November 12, 2025. The patent covers the dual-axis analytical framework, enhancement layer architecture, continuous learning integration, and applications across ten major industries.
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Most AI systems analyze single dimensions. Ontop+Within deploys dual-axis analysis, examining behavioral patterns and contextual factors simultaneously. Behavioral axis captures transaction frequency, payment patterns, service utilization, and historical performance. Contextual axis evaluates regulatory environment, market conditions, seasonal variations, and regional characteristics.
The methodology's power emerges at the intersection. A customer's consistent transaction behavior (behavioral) combined with stable employment in a growing sector (contextual) indicates reliability that neither dimension reveals independently.
Ontop+Within creates intelligent enhancement layers that work ontop of existing systems while integrating within operational workflows. This architecture connects to current databases, applications, and processes through standard integration points—APIs, database connections, web services—without requiring core system modification. Deployment accelerates dramatically: weeks instead of years. Costs reduce substantially: enhancement versus replacement.
Patent Application: UG/P/2025/31
Title: AI Adaptive Model for Legacy Infrastructure Augmentation
Filing Date: November 12, 2025
Jurisdiction: Uganda/Africa
The patent covers comprehensive claims including dual-axis analytical framework, enhancement layer architecture, continuous learning mechanisms, methodology configuration approaches, and applications covered across ten major industries: Financial Services, Healthcare, Insurance, Manufacturing, Retail, Telecommunications, Agriculture, Energy, Transportation, and Government Operations.
We design AI solutions from deep understanding of institutional realities, not from generic frameworks adapted superficially.
Institutions deserve AI that works with existing investments, not solutions requiring wholesale rebuilding.
We prove value through technical capabilities and documented implementations, not through generic AI promises.
Building AI architecture designed from challenging institutional experience and optimized for global deployment.
See how our filed patent methodology delivers value across industries