Intelligence Architecture
Automated surveillance for
decisive leadership.
We convert global research volatility into calibrated, decision-ready intelligence.
The Capacity Constraint
Modern scientific output is expanding far beyond human analytical bandwidth.
The Synaptic Report operates as an autonomous analyst, continuously scanning global signals so leaders can concentrate attention where it yields maximum strategic leverage.
The Synaptic Report operates as an autonomous analyst, continuously scanning global signals so leaders can concentrate attention where it yields maximum strategic leverage.
Autonomous Orchestration
Rather than simply wrapping models, we utilise a multi-stage orchestration layer that assesses methodology, relevance, provenance, and domain context. What emerges is structured, action-ready intelligence — not noise.
Data Integrity & Provenance
All intelligence is sourced from rigorous, open-access scientific repositories, primarily via Europe PMC. Every report includes DOI-linked primary sources to preserve academic verifiability.
Operational Leverage
Time is the rarest leadership resource. We automate the horizon-scanning, enabling teams to focus entirely on execution, investment, and strategy.
Engineering
Built from scratch — end to end.
The Synaptic Report is a solo engineering project — every layer designed, built, and deployed by one person. The pipeline runs autonomously on Google Cloud Run, harvesting and processing hundreds of scientific papers daily through a multi-agent AI system before surfacing them here.
@frozenace
Full-stack engineer · AI systems · Cloud infrastructure
Technology Stack
Next.js 15TypeScriptTailwind CSS v4GSAPFastAPIPython 3.11Google ADKElasticsearchFirestoreEurope PMC APIGemini FlashVertex AIGoogle Cloud RunCloud SchedulerCloud TasksGCS
FrontendBackendDataAI/MLInfra