AI workflows
that quietly run
your business.
We build custom software agents that scrape data, connect your apps, and automate the manual work you hate doing.
~ $ connect --source hubspot --dest sheets
[OK] API connected successfully
~ $ run agent_enrichment.py
Fetching 240 new lead records...
Scraping LinkedIn data...
Scraping Company websites...
Generating summaries (GPT-4o)...
[SUCCESS] 240 leads enriched in 14.2s
_
Who we build for.
eCommerce Ops
Auto-sync orders, inventory, and fulfillment across platforms. Kill the spreadsheet reconciliation loop.
B2B Services & Agencies
Automate lead enrichment, onboarding workflows, and reporting. Deliver more without hiring more.
SaaS & Product Teams
LLM agents for support triage, data pipelines for analytics, and scraping for competitive intel.
Traditional SMEs
Digitize and automate manual back-office processes. No rip-and-replace — we work with your existing stack.
What we build.
AI & LLM Workflows
Custom agentic pipelines that read, decide, and act — from lead scoring to document processing to content generation. Guardrails included.
Business Process Automation
End-to-end workflow automation across your tools — CRM, email, invoicing, onboarding. We map your current process, then eliminate the manual steps.
Web Scraping & Data
Reliable, compliant scraping pipelines that feed your business intelligence. Competitor pricing, lead lists, market signals — fresh, structured, and ready to use.
The math always wins.
We measure success in hours saved, errors prevented, and revenue unlocked. If the ROI isn't obvious, we don't build it.
Recent automation pipelines in production.
Lead Enrichment & CRM Routing
- Stack: n8n + GPT-4o + HubSpot
- Scrape → enrich → qualify → route
- Ships in 5–7 days
Invoice Reconciliation Automation
- Stack: Make + GPT-4o + Xero
- Extract → match → flag exceptions
- Ships in 7–10 days
Competitor Price Intelligence
- Stack: Playwright + Python + Sheets
- Scrape → clean → alert on changes
- Ships in 3–5 days
Support Ticket Triage
- Stack: Claude + Zendesk + Slack
- Classify → respond → escalate
- Ships in 10–14 days
Client Onboarding Pipeline
- Stack: n8n + Notion + Gmail
- Form → docs → tasks → comms
- Ships in 5–8 days
Job Board Lead Aggregator
- Stack: Puppeteer + GPT-4o + Airtable
- Scrape → filter → score → notify
- Ships in 7–10 days
A process that
respects your time.
Workflow Audit
We map your current tools, manual steps, and time-wasters. You walk us through your day — we find the highest-leverage automation targets.
Pilot in 2 Weeks
We narrow to your single highest-impact workflow and ship a working pilot. Real integration, real data, real results — before you commit to more.
Scale & Monitor
Once the pilot proves ROI, we expand. Every workflow gets observability — error alerts, performance logs, and regular check-ins.
Clear pricing. Fast delivery.
Starter
Single workflow build. Ideal for testing one high-impact automation.
- ✓1 workflow end-to-end
- ✓Delivered in 5–10 days
- ✓1 round of revisions
- ✓Handover + docs included
Growth Bundle
3–5 interconnected workflows. Full automation layer for a core business process.
- ✓3–5 workflows, integrated
- ✓Delivered in 2–3 weeks
- ✓LLM components if needed
- ✓30-day support window
Retainer
Ongoing builds, maintenance, and new workflows as your business evolves.
- ✓Monthly build hours
- ✓Priority response
- ✓Monitoring & maintenance
- ✓Strategy calls included
Why us?
LLM-first with guardrails
We don't add AI for the sake of it. Every LLM component we build has error handling, fallbacks, and monitoring — so it actually works in production.
Scraping + automation under one roof
Most agencies treat scraping as an afterthought. We build data acquisition and workflow automation as a single cohesive system — your intelligence pipeline end-to-end.
SMB-paced, no enterprise bloat
No 3-month discovery phases. No 100-page specs. You get a pilot in 2 weeks and a decision in your hands — not ours.
The team.
U S
Runs client relationships, identifies automation opportunities, and translates business problems into technical briefs.
A U
Builds LangChain/LangGraph pipelines, LLM agents, RAG systems, and the AI layer on top of automation workflows.
P J.
Owns n8n/Make workflow builds, Playwright scraping pipelines, API integrations, and data structuring.
S D.
Orchestrates client relationships and project timelines. Ensures seamless delivery of automation builds while aligning technical solutions with core business goals.
Let's automate
your bottlenecks.
Free 30-min workflow audit. We'll map your current manual process and tell you exactly how we'd automate it.