High-Quality Solutions For A Rapidly Changing World
Graphs. Automated AI Workflows. Full-Stack Applications.
What's not to love?
Neo4j-certified expertise in building knowledge graphs and graph databases that reveal powerful insights from your connected data.
Learn more →Intelligent extraction and categorization systems using multi-stage prompting, structured outputs, and human-in-the-loop design patterns.
Learn more →Purpose-built AI agents that handle your repetitive workflows — sales outreach, data entry, report generation, inbox triage — so your team can focus on the work that requires a human.
Learn more →Combine the precision of graph databases with the power of LLMs to build context-aware, retrieval-augmented generation systems.
Modern web and mobile applications built with React and React Native, backed by 10 years of engineering excellence.
Let us automate any and all layers of your test pyramid or release process. Increase your velocity. Ship fewer bugs. Sleep a full 8 hours.
Scoped engagements with clear deliverables
Free
1 hour
Best for: Figuring out if we're the right partner — zero risk.
$3k
fixed · 1–2 weeks
Best for: Validating an idea before committing budget.
$6k–$15k
fixed · 2–6 weeks
Best for: Shipping a scoped feature or integration.
$2k+
monthly · ongoing
Best for: Teams who want to keep building with MSS.
Go in order, mix and match, or pick just one. Up to you.
Insights on software development, AI, and emerging technologies
AI hallucinations in document workflows are almost always a retrieval problem, not a model problem. Here's what we changed.
I built an AI sales development rep that emails prospects on my behalf. Here's what he is, how he works, and why I'm telling you about it.
What happens when you apply Google's PageRank algorithm to the NFL? Turns out, graphs can tell you things win-loss records can't.
Ready to get started? Let's talk.
hello@medcalfsoftwaresolutions.com
+1 (804) 259-2533
Richmond, VA
Remote & On-site Services Available