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AI Automation & Claude Cowork Specialists
Claude Cowork & AI Automation

Intelligent
automation,
precisely built.

We design and deploy custom Claude Cowork plugins, FP&A automations, and AI-driven workflows that eliminate the manual work your team shouldn't be doing — in six weeks or less.

FP&A Automation
Monthly Close
Automated
75%
Time saved on reporting
AI Plugin
Lead Generation
Workflow
Pipeline velocity increase
Document AI
Invoice Processing
System
18m
Avg. search time eliminated
Claude Cowork Plugins FP&A Automation Compliance Monitoring Lead Generation AI Document Processing Meeting Intelligence Inbox Triage Procurement AI Customer Success MCP Server Development Claude Cowork Plugins FP&A Automation Compliance Monitoring Lead Generation AI Document Processing Meeting Intelligence Inbox Triage Procurement AI Customer Success MCP Server Development
What We Build

Automation that
solves real problems.

We don't deliver AI strategy decks. Every engagement results in a working, deployed automation — tested against your actual data, integrated with your actual systems.

01
Claude Cowork Plugin Development

Custom Remote MCP servers with OAuth 2.1, department-specific workflows, and approval-gated outputs built directly into Claude's ecosystem.

Custom Build
02
FP&A & Finance Automation

Budget variance reports, board decks, and monthly close workflows — auto-generated from your data. Recover the 75% of finance time lost to data collection, not analysis.

SaaS Subscription
03
AI Strategy Consulting

We audit your operations, identify the highest-ROI automation targets, and produce a prioritised roadmap with real timelines — not slides full of buzzwords.

Consulting Engagement
04
Lead Generation & Outreach AI

AI-powered prospecting that researches targets, personalises sequences, and fills pipeline. Integrates with HubSpot, Apollo, and your existing CRM without disruption.

SaaS Subscription
05
Intelligent Document Processing

Invoice extraction, contract review, and claims handling — automated with AI that reads, classifies, and routes documents into your ERP or accounting system.

SaaS Subscription
06
Meeting Intelligence & Inbox Triage

Auto-summarise calls, extract action items, and draft email responses inside Claude Cowork. Every output is human-reviewed before anything is sent or acted upon.

SaaS Subscription
How We Work

Discovery to
deployed
in six weeks.

A tight, four-step process designed to get your first automation live fast — with your real data, your real systems, and your team at every milestone.

01

Discovery & Audit

We map your workflows, identify the highest-ROI automation targets, and define exact success metrics. You leave week one with a prioritised roadmap — not a vague proposal.

02

Architecture & Design

We design your MCP server architecture, authentication flows, and integration touchpoints. Every component is specified before a single line of code is written.

03

Build & Test

We build your Remote MCP Server, connect it to Claude Cowork, and run end-to-end testing with your real data. You review and approve at every milestone.

04

Deploy & Iterate

Go live with full training, documentation, and a 30-day support window. We monitor, refine, and expand based on actual usage patterns and your team's feedback.

Get In Touch

Let's build
something precise.

Every engagement starts with a 30-minute discovery call. We'll map your top automation opportunity and give you a clear scope — no obligation.

We respond to all enquiries within one business day
Discovery calls are complimentary, with no commitment
Custom scope provided within 48 hours of discovery
All code and IP ownership transfers to you on delivery
Enquiry Received
Thank you — we'll be in touch within one business day to confirm your discovery call.
1
You'll receive a confirmation email within the next few minutes
2
Our team reviews your enquiry and prepares relevant questions
3
We send a calendar link for your 30-minute discovery call
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Book a Discovery Call
30 minutes · No obligation · We'll do the thinking
Technology

Best AI for the job.
No lock-in.

We're model-agnostic by design. We select the right AI foundation — Claude, GPT-4o, or others — for each workflow based on capability, cost, and fit. Everything we build follows open standards: you own the code, the data, and the deployment.

Anthropic Claude
Complex reasoning, document analysis, long-context workflows
OpenAI GPT-4o
Vision, structured outputs, high-throughput processing
Open Source LLMs
On-premise deployments, data-sensitive environments
Remote MCP
FastMCP
OpenAI API
OAuth 2.1
Stripe Billing
Cloudflare
AWS Lambda
Python
TypeScript
HubSpot
Snowflake
G. Workspace
Slack
DocuSign
NetSuite
System Architecture
Claude Cowork / Claude.ai
Remote MCP Server (FastMCP)
OAuth 2.1
Stripe Metering
Cloudflare Workers / AWS Lambda
HubSpot
Snowflake
NetSuite
Slack
About Us
The best AI automation is invisible. It simply makes your team faster.

Vertical Focus

Deep in FP&A, compliance, and operations — not everything for everyone.

Human-First

Every output is a draft. Every action is approval-gated. Humans decide.

You Own It

All code, data, and IP transfers to you. No platform lock-in, ever.

Ship Fast

Six-week delivery target. We iterate openly, not behind closed doors.

Automate Labs exists because the best automation opportunities in mid-market businesses are going untouched — not because the technology isn't ready, but because no one with genuine domain expertise has shown up to build them.

We specialise in the Claude Cowork ecosystem, Anthropic's MCP protocol, and deep workflow integrations across finance, operations, and customer success. Our clients want fewer manual processes, faster reporting, and teams that finally have time to think strategically.

That's what we build. Specific, measurable, deployable — in six weeks or less.


Start a Project