Modernize the architecture
Assess what you have, then move it somewhere maintainable. We modernize legacy data stacks into architecture your team can actually run and own.
Consulting & software studio — Durham, NC
Data, made friendly.
Friendly Technologies helps organizations modernize their data architecture and apply AI tools efficiently.
01 — What we do
Services
End-to-end data products
Ingestion, processing, modeling, evaluation, production deployment. We take a product from raw data to shipped and working.
Practical machine learning
Apply ML tools efficiently - and know when classical analytics is the smarter call. We build the least machinery that solves the problem.
Governance & ELT advisory
Honest guidance for startups and small teams on data governance, ELT pipelines, and the tradeoffs that matter at your scale.
02 — How we work
Approach
01
Listen
Understand the problem and the data before touching a pipeline.
02
Build
Small, clean, working pieces. No speculation, no over-engineering.
03
Evaluate
Measure output against the real task - not a benchmark that flatters us.
04
Deploy
Ship to production, document it, and hand it off so your team owns it.
03 — Things we've built
Friendly tools
Friendly Invisible Ink
Imperceptibly mark an image, video, or audio clip to determine provenance.
Friendly Minutes
Meeting minutes generated from transcripts and agendas, styled to match your organization’s voice.
Friendly Evals
Score RFP and NOFO proposals to align with required evaluation criteria.
Friendly Photos
Manage and share photos privately.
Friendly Radio
Listen to non-commercial radio anywhere.
A few of the smaller tools we've made along the way, under our own Friendly banner. We build focused utilities like these for clients too — small, sharp, and easy to own.
04 — Say hello