AI Enablement for startups and small businesses.
We keep up so you don't have to.
Our Solutions
We work directly with founders and small business owners who want to gain a competitive edge by leveraging AI but lack the time, resources, or know-how to get started.
Custom MCP Servers
Problem: Your users are drifting away from your traditional web and mobile applications and towards AI-native applications like ChatGPT instead.
Solution: An MCP server puts your product inside ChatGPT and Claude, so people can use it from the chat window they already have open.
Intelligent Document Processing
Problem: You're still stuck in the mud processing paperwork.
Solution: We build a pipeline that reads your documents, pulls out the fields you care about and sends them to the systems you already run.
Context & Knowledge Graphs
Problem: Your AI keeps straying off course.
Solution: A knowledge graph gives your AI a structured map of your business to answer from, which keeps it grounded in your own data.
AI Training
Problem: You want to make the most of the AI subscription you just bought but don't know where to start.
Solution: The consult finds the parts of your team's work the subscription can take on. Training then shows each person how to use it in their own job.
AI Agents
Problem: You've got it all mapped out but lack the time.
Solution: Hand us the plan. We build agents that carry out the steps on a schedule or on demand.
Work With Us
Scoped engagements with clear deliverables
Go in order, mix and match, or pick just one. Up to you.
Free Consult
Free
1 hour
- 1-on-1 conversation with Ben Medcalf
- Assess fit for AI, graph databases, or automation
- Actionable recommendation: build, wait, or look elsewhere
- Rough scope and effort estimate if there's a fit
Best for: Figuring out if we're the right partner, zero risk.
Discovery Sprint
$3k–$6k
fixed · 1–2 weeks
- Technical feasibility assessment
- Architecture recommendation
- Scope & estimate for build phase
- Written deliverable you own
Best for: Validating an idea before committing budget.
Build Sprint
$6k–$18k
fixed · 2–6 weeks
- End-to-end implementation
- Testing & validation suite
- Deployment & monitoring
- Training & documentation
Best for: Shipping a scoped feature or integration.
Retainer
$2k+
monthly · ongoing
- Support for what we shipped
- Code reviews from who wrote it
- Priority when you're ready for the next sprint
- Same-day async responses
Best for: Teams who want to keep building with Gundalo.
Testimonials
Ben integrated the ChatGPT API into our platform to extract data from unstructured settlement statement PDFs. I was impressed with Ben's ability to build a PoC quickly, iterate on feedback, and then integrate a usable solution into our production software stack.
If I had to choose one word to describe Ben, it would be innovate. Not the buzzword version that gets tossed around in startup marketing decks, but innovation in its truest sense: deep, practical, and lived every day.
Ben was an excellent engineer for us and was always actively learning and improving his craft...If I had an opportunity to work again with Ben the answer would be an unequivocal 'yes'!
Ben was collaborative, proactive and genuinely cared about doing things the right way.
Latest from the Blog
Insights on software development, AI, and emerging technologies
Read More Posts →
Why Your AI Agent Hallucinated — And How To Fix It
AI hallucinations in document workflows are almost always a retrieval problem, not a model problem. Here's what we changed.
Meet Drew: Our Very Own Sales Bot
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.
Googling for a Super Bowl
What happens when you apply Google's PageRank algorithm to the NFL? Turns out, graphs can tell you things win-loss records can't.
Get In Touch
Ready to get started? Let's talk.
- hello@gundalo.com
- Phone
- +1 (804) 259-2533
- Location
- Richmond, VA
- Remote & On-site Services Available