Put AI to work inside the business you already run.
Your team spends hours on work a well-built AI system could do in seconds: reading documents, answering the same questions, moving data between tools. We find the work worth automating, build it into your existing software, and keep a human in the loop where it matters.
You talk to the engineer who builds it. No account managers, no hand-offs.
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Is this you?
- Your team copies data between systems by hand
- You process documents, forms or emails that follow a pattern
- You want AI features inside a product you already sell
- You tried an off-the-shelf AI tool and it didn’t fit how you work
What we build
Document processing
Pull structured data out of PDFs, forms, contracts and images, check it, and send it where it needs to go.
Assistants for your team
Chat assistants grounded in your own documents and data, with answers that cite where they came from.
Agents that take action
Multi-step workflows that call your APIs, update your CRM, draft replies and escalate when they’re unsure.
AI features in your product
Summaries, generation, search and recommendations added to the software your customers already use.
Audio and video pipelines
Transcription, narration, voice interfaces and video analysis, like turning PDFs into narrated, interactive lessons.
Workflow automation
n8n and custom integrations that connect your tools, with logging and alerts so nothing fails silently.
Shipped work
AI product build
Explainr
A training school’s trainers wanted students to have “someone with infinite knowledge in their pocket.” In about a week we turned that into a working AI tutor that narrates any PDF as a lesson and answers spoken questions about it. It became Explainr.
Read the case study
Vibe-code rescue and AI product build
Signa
Signa proved its idea for AI jewelry design with a Replit prototype. We built it into a production B2B platform with business accounts, subscription billing, AI image generation and automated workflows.
Read the case study
“From the bottom of my heart, this freelancer deserves 100/10 for the work he has done for me! Cool, professional, just easy to work with.”
Ways to work with us
Fixed price when the scope is clear. A monthly team when it isn’t.
Strategy call
Free
30 minutes
A straight answer on what you need, what it should cost and the fastest path to launch.
Book a free strategy callLaunch Blueprint
$1,499
Fixed price, 5 business days
For AI-built apps, new AI products and automations
Built something with Lovable, Replit, v0, Bolt or Cursor? A senior engineer reviews your code, security, payments, data and hosting and tells you what to keep, fix or rebuild. Planning a new AI product or automation? We test it on a sample of your real data and work out the models, running costs and architecture. Either way, you get a clear path to launch and a quote to get there, 100% credited toward your build.
Get a Launch BlueprintMonthly development
$2,900+
Per month. Cancel with 30 days’ notice
For ongoing work and anything where the scope is still moving
A dedicated block of senior engineering hours every month, led by Virgil, for new features, fixes and support without re-quoting every change.
- Support20 hours$2,900/mo
- Build40 hours$5,600/mo
- Team80+ hoursfrom $10,500/mo
How we work
- 1
Scope
We agree on what gets built, what it costs and when it ships.
- 2
Build
Milestones or a monthly plan, with a demo every week. Problems raised early, in plain English.
- 3
Launch
We deploy, monitor and hand over. Then we stay on if you want us to.
You own all the code, accounts and IP. No lock-in.
Questions
Where do we start?
Usually with one workflow that costs your team the most time. The free strategy call is enough to spot it; the $1,499 Launch Blueprint tests it on a sample of your real data and gives you a plan and a quote.
Will AI make mistakes in our process?
Sometimes, so we design for it: confidence checks, human review for the cases that need it, and logs of every decision. You decide how much runs automatically.
Can you work with our existing software?
Yes. Most of this work is integration: your CRM, databases, inboxes, spreadsheets and internal tools. If it has an API or a database, we can usually connect to it.
What does it cost to run?
We estimate model and hosting costs before we build, and design to keep them low. You’ll know the running cost per document, conversation or task up front.
Is our data safe?
We sign an NDA, use providers that don’t train on your data, and keep sensitive data inside infrastructure you control where required.
LET’S TALK.
Book a free 30-minute strategy call with Virgil
Pick a time that suits you. You’ll get a straight answer on what you need, what it should cost and the fastest path to launch.