−180h
Slack bot replacing 3 hours of daily manual reporting
Pulls data from 4 tools, generates daily summaries, flags anomalies. Zero manual ops. Deployed in 6 days.
Slack APIOpenAIn8nPostgreSQL
★★★★★ Verified on ClutchY Combinator & Techstars clients$2M+ ARR scaledShips in days, not monthsYou own every line of code
No internal AI talent. Your experiments take months. Your competitors ship AI features in weeks and you're falling behind.
YOUR
EXTERNAL
AI TEAM.
Not a freelancer. Not an agency. A productized AI development partner that embeds into your business — implementing automations, internal tools, and AI products every week.
$2M+ARR Scaled
−40%Support Time
−180hHrs/Mo Saved
7dAvg First Ship
Trusted by teams backed by
Y CombinatorTechstarsFortune 500Meta Partner Agencies
Free Download
The AI Build Framework + Case Studies
The exact framework we use to scope & ship AI systems — plus real case study breakdowns with the full tech stack.
Voice AI inbound agentRAG knowledge baseAI onboarding flowsSlack reporting botGPT-4 SaaS copilotSmart contract automationAI support triageSemantic search enginen8n & Make workflowsInternal AI dashboardLangChain pipelineHIPAA-compliant AI systemOpenAI fine-tuningCRM AI enrichmentVoice AI inbound agentRAG knowledge baseAI onboarding flowsSlack reporting botGPT-4 SaaS copilotSmart contract automationAI support triageSemantic search enginen8n & Make workflowsInternal AI dashboardLangChain pipelineHIPAA-compliant AI systemOpenAI fine-tuningCRM AI enrichment
What We Ship
FOUR WAYS WE
EMBED AI IN
YOUR BUSINESS.
Production systems integrated into how your business actually operates — not demos, not prototypes.
01
🎙AI Voice Agents
Customer-facing and internal voice assistants that handle repetitive calls, qualify leads, and push structured data into your CRM — 24/7 with no extra headcount.
80% call deflectionCRM syncLead qualificationCustom voice
02
🧠AI Knowledge Bases & RAG
AI trained on your SOPs, docs, and CRM — making every piece of company knowledge instantly accessible. Onboarding drops from 3 weeks to 7 days.
SOP ingestionSemantic searchYour infraZero lock-in
03
🚀AI MVP & SaaS Development
From validated idea to working product — fast. React, Next.js 15, GPT-4. Test with real users without costly rebuilds. Investor pitch prep included as a bonus.
Next.js 15GPT-4FirebasePitch prep bonus
04
⚙️Internal Tools & Automations
Custom dashboards, workflow automation, and internal AI that eliminates manual ops — returning 100–200 hours per month to your team. Built on your stack, owned by you.
n8n / MakeSlack botsHIPAAFull-stack
Relevant Builds
WHAT THIS LOOKS
LIKE IN PRACTICE.
Real builds with real numbers — the kind of thing you could ship in weeks, not quarters.
3wk→7d
RAG assistant cutting client onboarding time by 65%
Trained on 200+ SOPs. New hires and clients self-serve answers instantly. Key-person dependency down 60%.
LangChainPineconeNext.jsOpenAI
80%
Voice agent deflecting 80% of inbound support calls
Resolves common issues, routes edge cases with context. Response time: 10 min → 4 min. No new headcount.
ElevenLabsTwilioOpenAICRM
$2M+
AI-powered SaaS scaled from $0 to $2M+ ARR
Full-stack product with embedded AI copilot, structured user journeys, and admin content system. Y Combinator team.
Next.js 15NestJSGPT-4Firebase
−40%
GPT-4 copilot cutting support ticket volume by 40%
Embedded in the product dashboard, trained on user history and product knowledge. Surfaces answers before tickets open.
OpenAIRAGReactWebhooks
25%
Platform capturing 25% of US NFT Broadcasting market
Full-stack blockchain platform with smart contracts, real-time streaming, and marketplace infra. Market leader in 12 months.
SolidityReactNode.jsWeb3
Process
HOW WE
EMBED & SHIP.
Four steps. First automation ships within days of kickoff, not months.
01
Pain Mapping
We map what's manual, what's painful, and what AI can realistically fix in your business this week.
02
Scope & Define
Clear boundaries. Measurable goals. We define exactly what gets built — no scope creep, no surprises.
03
Build & Integrate
AI integrated into your existing stack. No vendor lock-in. Clean architecture you can maintain forever.
04
Ship & Iterate
Real usage drives what we improve next. Post-launch support included. You own every line of code.
Business Outcomes
METRICS THAT
MOVE THE NEEDLE.
Operational improvements visible within the first 30 days. Not vanity numbers.
10 min4mAvg Response Time
5% errors2%Error Rate
3 weeks7dOnboarding Time
Manual ops−180hHours/Month Saved
★★★★½
"They delivered exactly what was needed, on time and without issues. A rare team that actually ships what they promise."
NF
NFT Marketplace Founder
Web & Mobile Dev · Clutch.co
★★★★★
"They understood our project and contributed their own ideas. Went beyond just executing — they engaged with the problem deeply."
TF
Thomas Faulhaber, CEO
IT Consulting · Clutch.co · Verified
★★★★½
"Very professional and easy to work with. Output quality exceeded expectations. They treat every project like their own product."
SC
SaaS Company Owner
Staff Augmentation · Clutch.co
Free Download
THE AI BUILD
FRAMEWORK.
The exact system we use to scope, build, and ship AI automations — plus 3 deep-dive case study breakdowns with full tech stacks and real metrics.
AI4B2B · Internal Playbook
AI AGENT SKILLS & BUILD FRAMEWORK v2
What's inside
Decision tree: Voice vs. RAG vs. Automation✓
Full software stack per use case✓
Scoping template (pain → spec → cost)✓
Evaluation criteria for AI systems✓
Data ownership & security checklist✓
Bonus: 3 Case Study Deep-Dives
Voice agent — SMB support✓
RAG knowledge base — SaaS onboarding✓
AI copilot in SaaS product✓
Step 1 — Free
GET THE
FRAMEWORK.
Tell me what you're working on — I'll send it now and follow up personally.
Ready to Ship
WANT TO SKIP
THE FRAMEWORK AND
JUST SHIP?
Tell me what you want to automate — I'll respond with exactly what I'd build first, what it'd cost, and when it'd be live.
Bonus: investor pitch prep & early bird outreach help included for new MVP projects