AI features for non-technical founders. Shipped in a week.
You don't need to learn LangChain. You don't need to hire an AI engineer. You don't need to manage a freelancer. You need the AI feature shipped — clean PR into your repo, ready for your engineering team to merge.
What founders actually face in 2026.
If you're shipping something AI-native and you're not technical, you're stuck in the same loop. Every founder we talk to has lived through at least two of these.
Can't code it yourself
AI engineering isn't writing prompts in ChatGPT. RAG, agents, MCP, evals — production patterns that take a senior engineer to ship safely.
Can't hire fast enough
Senior AI engineers are at $250K+ comp. The role stays open six months. Half the candidates take counter-offers from FAANG.
Can't trust freelancers
Toptal is a coin flip. Upwork on AI work is worse. Generic devs marked as 'AI', missed timelines, code that won't pass review.
Can't pencil out agencies
$25K minimums. Slide decks for weeks before code. Statements of work for tasks that should ship in a week.
How Boundev works for non-technical founders.
We translate plain-English asks into production code. Your existing engineering team gets clean PRs they can review and merge — no AI specialty required on their side.
Plain-English submission
Drop the task in Slack. ‘Build a chatbot for our docs.’ ‘Add an AI lead qualifier to our intake form.’ The Ops Manager scopes it within 2 hours.
- No specs, no Notion docs
- Verbal scope back in 2 hours
- Days-to-ship estimate before commitment
We translate
The AI Ops Manager turns the ask into an architecture sketch, picks the right stack, and assigns a senior AI engineer.
- Stack decisions made for you
- Architecture sketch on Growth+
- No tech debt for your team to absorb
Your engineers merge it
Code arrives as a clean GitHub PR with tests, runbook, and a one-page summary. Your team reviews and merges — no AI specialty required.
- Reviewable, idiomatic code
- Tests + runbook included
- 30-day post-merge support
Common tasks for founders.
The shapes that show up on every founder's roadmap. We've shipped each of these dozens of times.
RAG over your docs
Customer support chatbot, internal Q&A, sales enablement assistant. Production retrieval over your real content with eval harness included.
AI lead qualifier
Score every inbound lead against your ICP. Push high-intent leads to your CRM with a one-line summary. Free up your sales team's time.
AI personalization
Per-user content, recommendations, or copy generated from product signal. Drop-in inside your existing app without touching core infra.
Internal ops automation
Triage support tickets, route inbound forms, summarize calls. Workflows that compound — every week the queue gets quieter.
What you're really paying for.
What founders ask before subscribing.
Ship your first AI feature this week.
Book a free 20-minute scoping call. We'll turn your plain-English ask into a written scope and tell you which tier fits — whether you subscribe or not.