n8n Lab

BACKGROUND

Introduce your business and what you do there.

I'm the owner of Atkins Digital, a company that helps businesses identify where AI fits and designs automation systems and digital solutions to remove operational friction and accelerate growth.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with n8n Lab?

We needed to partner with a specialized n8n automation agency to deliver AI-powered document processing for a UK insurance client. The goal was to automate manual PDF claims extraction to eliminate data entry bottlenecks and reduce processing time by 70%. We also needed to build a production-ready workflow that converts complex documents into structured spreadsheet data with intelligent field recognition, enabling our client to scale document processing without additional administrative headcount.Moreover, we wanted to establish a reliable technical partnership with an automation specialist who could handle complex AI/LLM integration work while we focused on client relationship management and strategic delivery for our UK agency clients.

SOLUTION

What was the scope of their involvement?

n8n Lab has provided specialized automation development for our digital agency to deliver an AI-powered document processing system for a UK-based client. As a London-based digital agency expanding into AI automation, we needed a technical partner with deep n8n expertise to handle complex workflow development.

n8n Lab has built custom workflows using Claude AI and n8n to extract structured data from variable-format documents, intelligently categorizing field types, amounts, dates, and key details into organized spreadsheet outputs. The team has worked directly with our client's technical team while keeping us involved in strategic decisions, allowing our agency to maintain the client relationship while leveraging their specialized automation expertise.

This white-label partnership model has been ideal for our UK agency. Throughout the project, n8n Lab has helped us better understand AI automation possibilities, positioning us to have more confident conversations with UK clients about automation opportunities across professional services and other sectors.

What is the team composition?

We've worked with 2–5 teammates from n8n Lab.

How did you come to work with n8n Lab?

We found n8n Lab through an online search. We chose them over other options because our company values aligned.

What is the status of this engagement?

We started working with n8n Lab in March 2026, and our engagement is ongoing.

RESULTS & FEEDBACK

What evidence can you share that demonstrates the impact of the engagement?

n8n Lab has automated the processing of complex PDFs with 95% accuracy, eliminated 15+ hours weekly of manual data entry for the client's operations team, and reduced document processing cycle time from three days to a same-day turnaround. Moreover, they've validated the technical partnership model for future UK client projects.

We've validated the accuracy metric through a systematic testing and monitoring approach established with the client. We've built a validation process and error detection system that includes frequent alignment meetings with the client throughout development to review sample outputs against their original documents, comparing extracted data field-by-field to identify discrepancies.

We've also built a dedicated quality assurance workflow within n8n that cross-references AI-extracted data against manually verified records from a test dataset of 100+ real client documents. Additionally, we've implemented an accuracy monitoring workflow that flags potential extraction errors based on pattern recognition (unusual values, missing required fields, formatting inconsistencies).

How did n8n Lab perform from a project management standpoint?

n8n Lab's project management has been excellent throughout. Every phase of the project has been clearly defined, measured, and executed very well. The team has delivered on time and within budget. Communication has been professional and consistent, keeping us informed and aligned at every stage. This has given us full confidence in the partnership and in n8n Lab's ability to deliver complex technical work reliably and at pace.

What did you find most impressive about them?

From our very first video call, it was clear we were in expert hands. n8n Lab's depth of knowledge and confident approach immediately gave us the reassurance we needed to move forward with the project.

Are there any areas they could improve?

There's nothing n8n Lab could improve on. We're happy to recommend them and will work with them in the near future.

BACKGROUND

Please describe your company and position.

I am the CEO of go-to-network.ai

Describe what your company does in a single sentence.

Go-To-Network helps B2B companies unlock revenue through their existing networks by mapping relationships, activating connectors, and turning warm introductions into a predictable pipeline.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire n8n Lab to accomplish?

• Design and implement an AI-powered infrastructure to support the client's Go-To-Market strategy, including automation workflows and system integrations.

SOLUTION

How did you find n8n Lab?

Referral

Why did you select n8n Lab over others?

• Good value for cost
• Referred to me

How many teammates from n8n Lab were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

I worked as a Go-To-Market consultant for a client where I was responsible for designing and implementing the overall GTM system. A key part of the project was building the AI infrastructure supporting their RevOps, including their MarTech and SalesTech stack.

To implement this, I partnered with N8N Lab. They helped translate the strategy into a fully operational AI and automation infrastructure. Beyond handling integrations and workflow automation, they also contributed valuable strategic input throughout the process.

The result was a complete AI-driven system that significantly reduced manual work, accelerated processes, and made the company’s lead generation and operational workflows much more efficient. The infrastructure they built is still actively used today as a core part of the company’s GTM execution.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The client was a VC-backed startup at the Seed stage, with a newly forming GTM team and very early sales infrastructure.

After implementing the AI-driven RevOps and automation infrastructure, the company significantly improved the efficiency of its lead generation and outbound processes. The system enabled the team to scale their pipeline generation and reduce manual work across their sales workflows.

As a result, the company increased its inbound and outbound lead generation from approximately 7 qualified leads per day to around 24 leads per day, creating a much stronger and more predictable pipeline for the GTM team.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

The project management was very efficient and well organized. Communication was clear throughout the process, and they were highly responsive whenever new requirements or adjustments came up.

They consistently delivered items on time and were very proactive in proposing improvements and solutions when challenges appeared. Overall, they were flexible, fast, and easy to collaborate with, which made the implementation process smooth and efficient.

What was your primary form of communication with n8n Lab?

Virtual Meeting

What did you find most impressive or unique about this company?

What impressed me the most was the combination of strategic understanding and technical execution. They didn’t just implement automation - they clearly understood the Go-To-Market context behind it.

Their efficiency was exceptional. They brought a lot of experience and proven workflows that already work in real environments, but at the same time every solution was thoughtfully adapted to the specific needs of the client. The result felt both proven and highly customized.

Their ability to combine strategic thinking with fast and effective technical execution makes them a great partner, and I look forward to working with them on future projects.

Are there any areas for improvement or something n8n Lab could have done differently?

From my perspective, there were no major areas for improvement. In several cases, they actually delivered more than what was originally requested and contributed additional ideas that improved the final solution.

BACKGROUND

Please describe your company and position.

I am the Founder

Describe what your company does in a single sentence.

B2B SaaS & Fintech GTM service & technology providers

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire n8n Lab to accomplish?

• Eliminate time consuming manual data collection and report generation processes, allowing the agency team to focus on strategic SEO work rather than operational tasks
• Automate repetitive SEO agency operations including technical audits, client reporting, rank tracking, and keyword research to reduce manual workload and improve efficiency

SOLUTION

How did you find n8n Lab?

Referral

Why did you select n8n Lab over others?

• High ratings
• Close to my geographic location
• Great culture fit
• Good value for cost
• Company values aligned

How many teammates from n8n Lab were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

n8nlab helped us design and implement advanced AI-driven workflows that significantly improved the efficiency of our reporting processes. They worked with our team to understand our existing data sources, reporting needs, and operational bottlenecks, and then built automated workflows that consolidated data, generated structured insights, and reduced a large amount of manual work. Thanks to their work, we now have faster, more reliable, and less time-consuming reporting operations, with clear visibility into performance and far fewer repetitive tasks.
 

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Reduction in time spent on manual reporting tasks

Increased number of clients manageable per team member due to automated workflow efficiency and streamlined operations

Describe their project management. Did they deliver items on time? How did they respond to your needs?

The project management experience was excellent. The team communicated clearly, set realistic expectations, and delivered everything on time. They were proactive, responsive, and always willing to adjust based on our feedback or evolving needs. Overall, collaboration was smooth and structured, and we always felt supported throughout the process.

What was your primary form of communication with n8n Lab?

• In-Person Meeting
• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

What impressed me the most was their very practical problem-solving approach. They didn’t just build workflows for the sake of it - they actually dug deep into our suboptimal processes, understood where things were breaking or wasting time, and then fixed them in a very structured and thoughtful way. The speed at which they turned complex problems into working, reliable AI workflows was honestly faster than I expected, and that made a real impact on our operations.

Are there any areas for improvement or something n8n Lab could have done differently?

Nothing I have witnessed so far

BACKGROUND

Please describe your company and position.

I am the Co-Founder of Unlimited Digital Agency

Describe what your company does in a single sentence.

Digital agency specialised for B2B clients

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire n8n Lab to accomplish?

• Automate and standardize internal agency operations using n8n, including client onboarding, reporting, CRM updates, and cross-tool data synchronization.
• Reduce manual work and operational overhead by replacing repetitive processes with scalable, reliable automation workflows tailored to a digital agency environment.
• Improve delivery speed, reporting accuracy, and internal visibility across clients by integrating our marketing, CRM, project management, and communication tools into a single automation layer.

SOLUTION

How did you find n8n Lab?

Referral

Why did you select n8n Lab over others?

• Close to my geographic location
• Pricing fit our budget
• Referred to me

How many teammates from n8n Lab were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

n8n Lab partnered with UNLMTD Digital to design and implement a custom automation layer using n8n, tailored specifically to the operational needs of a digital agency.

The scope of work started with a detailed analysis of our internal processes, client lifecycle, and tool stack. Based on that assessment, n8n Lab identified high-impact automation opportunities and translated them into scalable, production-ready workflows.

Key deliverables included:

• Agency Operations Audit & Automation Blueprint
  Mapping of existing manual workflows, bottlenecks, and inefficiencies across client onboarding, reporting, CRM management, and delivery operations.
  
  
• Custom n8n Workflow Development
  Design and implementation of multiple n8n automations connecting our CRM, marketing platforms, project management tools, and internal communication channels.
  
  
• Automated Client Onboarding Workflows
  End-to-end onboarding automations triggered by contract signing, including CRM updates, task creation, internal notifications, and delivery handoffs.
  
  
• Automated Reporting & Data Synchronization
  Workflows that collect performance data from multiple sources, standardize it, and deliver accurate reports internally and to clients on a scheduled basis.
  
  
• CRM & Pipeline Automation
  Automated data enrichment, status updates, and synchronization to keep client and campaign data accurate and up to date without manual intervention.
  
  
• Documentation & Handover
  Clear documentation of workflows, logic, and maintenance guidelines, enabling our team to understand, manage, and extend automations over time.
  
  Overall, the engagement focused on reducing manual work, improving delivery speed, increasing data accuracy, and building a scalable automation foundation that supports agency growth. n8n Lab acted not just as implementers, but as strategic automation partners who deeply understood how digital agencies operate.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The automation work delivered by n8n Lab produced clear, measurable improvements across our agency operations:

• 40–60% reduction in manual operational work
  Repetitive tasks related to client onboarding, reporting, CRM updates, and internal coordination were automated, significantly reducing manual effort across teams.
• Faster client onboarding and project kickoffs
  Automated onboarding workflows reduced setup time from days to hours, enabling quicker delivery handoffs and a more consistent client experience.
• Improved reporting accuracy and consistency
  Automated data collection and reporting eliminated manual errors and ensured clients and internal teams received standardized, reliable performance reports on schedule.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

n8n Lab demonstrated a very structured and reliable approach to project management throughout the engagement. The project was broken down into clear phases, with priorities aligned to our operational needs as a digital agency. They also took the time to explain automation logic, trade-offs, and best practices, which made collaboration efficient and trust-based rather than transactional. Overall, n8n Lab operated as a true extension of our operations team, not just an external vendor.

What was your primary form of communication with n8n Lab?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

What impressed us most about n8n Lab was their deep understanding of digital agency operations combined with strong technical n8n expertise. They don’t just build automations. They understand why certain processes exist in agencies and how to redesign them for scale.

Unlike typical automation providers, n8n Lab approached the project from a business and operations perspective first, then translated that into clean, reliable n8n workflows. Their ability to think in terms of client lifecycles, delivery handoffs, reporting cycles, and internal accountability made the automations immediately usable and impactful.

Are there any areas for improvement or something n8n Lab could have done differently?

If there’s one area for improvement, it would be having even more pre-built, agency-specific automation templates available upfront for common use cases like onboarding, reporting, and CRM workflows.

While the custom solutions n8n Lab built for us were excellent and well thought out, a larger library of ready-to-deploy agency patterns could make the initial setup phase even faster for teams just getting started with automation.

BACKGROUND

Introduce your business and what you do there.

I’m the COO of an online auction company.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with n8n Lab?

We needed help with automation.

SOLUTION

What was the scope of their involvement?

n8n Lab helped us with automation using n8n. The team automated our outreach, outbound, and lead qualification processes.

What is the team composition?

We worked with 2–5 teammates from n8n Lab.

How did you come to work with n8n Lab?

We found n8n Lab through an online search. We chose them because their pricing fit our budget, and they offered good value for the cost. Also good reviews and recommendations from others

What is the status of this engagement?

We worked together from Mar–May 2026

RESULTS & FEEDBACK

What evidence can you share that demonstrates the impact of the engagement?

n8n Lab delivered what they were supposed to within the timelines.

How did n8n Lab perform from a project management standpoint?

n8n Lab's project management was wonderful. We communicated via virtual meetings and Slack

What did you find most impressive about them?

They were knowledgeable, committed, and caring - always happy to help and always avaialble 

Are there any areas they could improve?

There was nothing they needed to improve.

BACKGROUND

Introduce your business and what you do there.

I’m the COO of Tokeet Inc., a software solutions company for the short-term rental industry. We offer property management platforms that simplify and streamline rental management with advanced, enterprise-level features.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with n8n Lab?

We needed help developing AI voice bots.

SOLUTION

What was the scope of their involvement?

n8n Lab has fully developed an AI agent and automated calls for us.

What is the team composition?

We’ve worked with 2–5 teammates from n8n Lab.

How did you come to work with n8n Lab?

We found them through a referral and chose them because they offered good value for the cost.

How much have you invested with them?

So far, we’ve spent $10,000–$50,000.

What is the status of this engagement?

We started working together in January 2026, and the engagement is ongoing.

RESULTS & FEEDBACK

What evidence can you share that demonstrates the impact of the engagement?

n8n Lab’s work has helped us convert new clients, resulting in 10% growth.

How did n8n Lab perform from a project management standpoint?

n8n Lab’s project management is good; they deliver on time. We communicate via in-person meetings and emails or messaging apps.

What did you find most impressive about them?

n8n Lab’s team is very knowledgeable.

Are there any areas they could improve?

So far, there’s nothing they need to improve.