Engineering for expert network firms
We build transcript platforms, compliance tools, and research infrastructure for the firms that connect investors with domain experts.
What we build for expert networks
From transcript ingestion to AI-powered research tools, we engineer the platforms that expert network firms rely on every day.
Transcript Management
Ingest, process, search, and analyze expert call transcripts at scale.
Compliance & Screening
Automated compliance checks, conflict screening, audit trails.
Research Platforms
Search, discovery, and analysis tools for investment research teams.
AI-Powered Analysis
NLP-based transcript summarization, entity extraction, topic classification.
Data Pipelines
Real-time and batch processing for transcript and research data.
Integration & APIs
Connect with CRM, compliance, and research workflow tools.
Clients in this space
We have multi-year partnerships with leading expert network and research intelligence companies.
Let's build your expert network platform
30-minute call with a senior engineer. We'll discuss your transcript pipeline, compliance needs, and research tooling.