Integrated Intelligence Systems for Meaningful Transformation
KeelerApp is a hybrid consultancy where Strategy, Analytics, Agenticity, and Pedagogy converge. We build systems that amplify human understanding — not replace it.
What KeelerApp Is
A systems practice that unites strategic foresight, data science, agentic architectures, and capacity building. We design conditions for better decisions — systems that think, measure, act, and teach with you.
- Strategic consultancy: from vision to decision.
- Evidence engine: data to insight with rigor and explainability.
- Agentic engineering: RAG + MCP systems, orchestrated and traceable.
- Learning design: adoption, documentation, and organizational literacy.
What Makes Us Different
We don’t separate strategy from code, or pedagogy from metrics. Every build includes human checkpoints, clarity, and measurable impact.
Anti-Obsolescence by Design
Human-in-the-loop at decisive moments, with transparent criteria and trace IDs.
Federated Reasoning
Scalable architectures that preserve local autonomy and accountability.
Symbiotic Reciprocity
We build value with you, not from you — systems grow as your team does.
Situated Awareness
Context-aware design aligned with your domain, constraints, and culture.
Four Dimensions. One Integrated Practice.
Choose your entry point, or let us weave them together into a single, cohesive system.
Strategy — Strategy Studio
Foresight, roadmapping, governance, AI adoption. From vision to decision.
Analytics — Evidence Lab
Applied data science, dashboards, evaluation, explainability. From data to insight.
Agenticity — Agentic Systems
RAG + MCP architectures, orchestration, ethical deployment. From automation to agency.
Pedagogy — Learning Forge
Capacity building, living documentation, organizational learning. From knowledge to capability.
From Intent to Impact
1) Strategic Assessment
Purpose, constraints, opportunities — grounded in your context.
2) Evidence Modeling
Data pipelines, metrics, and insight — the measurable backbone.
3) Agentic Architecture
RAG + MCP, orchestration, testing — systems that act with purpose.
4) Learning & Handover
Capacity building, living docs, and continuous improvement loops.
Alexandra Bustos Frati, PhD
Social scientist and creator of integrated intelligence systems. 15+ years across research, teaching, and international consulting (UNESCO, IDB, UNCTAD, Tinker Foundation), now leading KeelerApp’s tetradic practice.
From studying how institutions decide to building systems that help them decide better.
Ready to build integrated intelligence?
Let’s design systems that think, measure, act, and teach — with you.