AI • AUTOMATION • SOFTWARE • CLOUD • ENGINEERING TALENT
AI & BUSINESS SYSTEMS
ENGINEERING TALENT & PARTNERSHIPS
CONNECTED AI BUSINESS SYSTEMS
BUILD A SOLUTION
AI, automation, software, API, database and integration systems designed around business operations.
ADD AN ENGINEER
Add technical specialists to support an existing product, team or project.
BUILD TECHNICAL CAPACITY
Expand delivery capacity with engineering professionals for projects or team extension.
PARTNER WITH US
Recruitment, sourcing, implementation and technical-delivery partnerships.
Is Repetitive Work Making Everyday Operations Harder?
When information is spread across emails, spreadsheets and disconnected tools, even simple tasks can take longer than they should. We help you identify a practical place to start.
Repetitive data entry · Slow customer responses · Missed sales leads · Disorganized customer information · Manual invoice processing · Delayed approvals · Poor customer follow-up · Too many emails to manage · Repetitive employee onboarding · Slow recruitment processes · Difficulty producing reports · Disconnected business tools · Information lost between departments · Repetitive document preparation
We review the process first, then suggest a workflow that supports your team without adding unnecessary complexity.
Custom AI Agents
Workflow Automation
RAG and Knowledge Assistants
API and Business Integrations
Database-Connected Systems
Document Processing
AI Receptionists
Operational Automation
Start With One Process
Automation does not have to begin with a large or expensive project. A business can start with one repetitive task, one slow approval process, one customer follow-up problem or one disconnected tool. Once the first workflow is working well, it can be improved or expanded gradually.
Automatically store form submissions · Route customer enquiries · Send follow-up notifications · Organize leads · Create simple reports · Connect email with a database · Reduce repeated data entry · Automate basic employee communication
Describe One Task You Want to Improve
Examples of What Automation Can Support
These projects show different ways automation can support sales, customer service, administration, recruitment, finance, reporting and internal operations. A solution for your business may be simpler, smaller or adapted differently depending on your process.
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MedAuth Guard — Prior Authorization Operations
Healthcare
AI-Powered Prior Authorization Operations Workflow
Healthcare prior authorization teams often spend significant time reviewing requests, checking documentation, identifying missing information, applying authorization rules, and preparing cases for human review. Manual handling creates delays, repetitive work, inconsistent routing, and poor audit visibility.
MedAuth Guard uses AI and workflow automation to intake prior authorization requests, structure submitted data, evaluate administrative completeness, check authorization rules, identify missing clinical documentation, route low-confidence or exception cases to human review, create a structured reviewer brief, and maintain an auditable operational trail. The AI supports administrative processing only and does not make clinical necessity decisions.
Reduce repetitive administrative review, speed up prior authorization processing, improve consistency, give reviewers clearer handoffs, reduce missed documentation, and create a traceable workflow for operational and compliance review.
n8n, AI/LLM, Structured Data Parsing, Rule-Based Validation, Human Review Routing, Database, Webhooks, API Integrations
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AI Lead Qualification Workflow
Sales Automation
Workflow demo
Unqualified inbound leads consume time.
Capture, score, enrich and route leads.
Can help organize new leads and support more consistent first follow-up.
Tally, n8n, AI, CRM
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AI Customer Support Ticket Classifier
Customer Support
Workflow demo
Support requests arrive without clear priority.
Classify, summarize and route requests.
Can help reduce manual review and support clearer routing.
AI, Helpdesk, n8n
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Automated Invoice Processing and Approval System
Finance
Workflow demo
Invoice review is manual and fragmented.
Extract, verify and route invoices for approval.
Can help reduce repeated finance administration and keep approvals visible.
AI, Email, Database
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AI Candidate Screening and Interview Scheduling System
Recruitment and HR
Workflow demo
Recruitment coordination creates delays.
Screen applications and coordinate interview steps.
Can help improve organization across screening and interview coordination.
AI, Calendar, Email
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Employee Onboarding Automation
Recruitment and HR
Workflow demo
New-starter setup spans disconnected tasks.
Trigger setup, reminders and onboarding checklists.
Can help make routine onboarding steps more consistent.
Forms, Email, Tasks
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AI Job Discovery and Opportunity Matching Assistant
AI Agents
Prototype
Relevant opportunities take time to find.
Collect, match and summarize opportunities.
Can help reduce repeated research and organize relevant opportunities.
AI, Webhooks, Database
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AI Enterprise Intelligence Command Center
Reporting and Intelligence
Prototype
Decision-makers need information from multiple sources.
Aggregate operational signals into an AI-assisted workspace.
Can help provide better visibility across operational information.
AI, Database, Dashboards
More Workflow Examples
Tell Us About Your Process
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Multi-Agent AI Business Operations Assistant
AI Agents
Prototype
Cross-functional tasks require repeated coordination.
Assign specialized AI steps within one workflow.
Can help support handoffs across a defined multi-step process.
AI Agents, APIs, n8n
See the Demo
Ask About a Similar Workflow
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AI Email Triage and Department Routing
Operations
Workflow demo
Shared inboxes create routing bottlenecks.
Classify messages and direct them to the right team.
Can help reduce inbox noise and support faster routing.
AI, Gmail, n8n
See the Demo
Ask About a Similar Workflow
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AI-Powered Europass CV Optimizer
Document Automation
Prototype
CV formatting and tailoring is time-consuming.
Structure CV content and generate tailored drafts.
Can help reduce repeated document preparation with human review.
AI, Documents
See the Demo
Ask About a Similar Workflow
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Weather-Based Sales Recommendation System
Reporting and Intelligence
Prototype
External conditions are difficult to factor into planning.
Combine weather signals with business rules.
Can help support planning with relevant external signals.
APIs, AI, Database
See the Demo
Ask About a Similar Workflow
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AI Competitor Monitoring System
Reporting and Intelligence
Prototype
Competitor updates are scattered across sources.
Collect, summarize and report relevant changes.
Can help make monitoring more consistent and organized.
AI, Webhooks, Reporting
See the Demo
Ask About a Similar Workflow
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AI Employee Support Command Chatbot
Internal Business Tools
Prototype
Teams repeatedly search for internal guidance.
Provide a private knowledge assistant with escalation paths.
Can help teams find internal guidance with clearer escalation paths.
AI, Knowledge Base
See the Demo
Ask About a Similar Workflow
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AI Customer Operations Database
Databases
Internal system
Customer operational context is fragmented.
Create a connected, searchable operations database.
Can help improve organization and visibility of customer information.
Database, Automations
See the Demo
Ask About a Similar Workflow
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AI-Powered Notion Professional Profile Generator
Document Automation
Prototype
Professional profile drafts require manual iteration.
Generate structured profile drafts from supplied information.
Can help prepare more consistent first drafts for review.
AI, Notion
See the Demo
Ask About a Similar Workflow
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Meeting Transcript Summarizer
Operations
Workflow demo
Key outcomes are lost after meetings.
Summarize transcripts and distribute action items.
Can help make follow-up and record keeping more consistent.
AI, Calendar, Email
See the Demo
Ask About a Similar Workflow
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Healthcare Provider Automation MVP
Healthcare
Private MVP
Sensitive healthcare workflows need controlled prototyping.
Private MVP; workflow details are not publicly shared.
Can help provide a controlled way to review a sensitive workflow.
Private MVP
See the Demo
Ask About a Similar Workflow
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Warsaw Real Estate Monitoring Automation
Real Estate
Workflow demo
Market signals are difficult to monitor consistently.
Collect and organize relevant listing updates.
Can help provide more regular visibility into relevant updates.
Webhooks, Database
See the Demo
Ask About a Similar Workflow
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Warsaw Real Estate Sourcing Agent
Real Estate
Prototype
Property sourcing requires repeated research.
Assist research and qualification with defined criteria.
Can help focus repeated sourcing research around agreed criteria.
AI, Database
See the Demo
Ask About a Similar Workflow
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A&C Construction and Real Estate Business Assistant
Real Estate
Prototype
Business operations require cross-tool coordination.
Connect recurring operational tasks and information.
Can help reduce repeated coordination between tools and people.
AI, APIs, Workspace
See the Demo
Ask About a Similar Workflow
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AI Candidate Pipeline Database
Databases
Internal system
Candidate data lacks one operational view.
Organize candidate records, stages and notes.
Can help organize candidate records and recruitment follow-up.
Database, Forms
See the Demo
Ask About a Similar Workflow
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AI Customer History and Follow-Up Workflow
Customer Support
Workflow demo
Teams lack consistent customer follow-up context.
Maintain history and trigger appropriate follow-ups.
Can help improve continuity in customer communication.
CRM, AI, Email
See the Demo
Ask About a Similar Workflow
Remote Process Review
Explain your current workflow through the Tally form, email or an online meeting.
Online Workflow Demonstrations
Review prototypes, tests and workflow demonstrations remotely before delivery.
Digital Project Communication
Use email, video meetings and shared documents to provide information and feedback.
Remote Delivery and Support
Receive guidance, documentation and agreed support without needing an in-person meeting.
Discuss a Remote Automation Project
Automation That Supports Your Team
Improve Customer Support · Organize New Enquiries · Reduce Administrative Work · Keep Customer Data Together · Support Recruitment · Coordinate Employee Tasks · Simplify Invoice Approvals · Create Clearer Reports · Connect Existing Tools · Build a Focused AI Assistant · Make Follow-Up More Consistent · Help With Document Processing · Monitor Useful Updates · Build a Workflow Around Your Process
Automation Solutions Across Industries
Our systems are designed around each organization’s processes, tools, information, and operational requirements.
Professional Services · Healthcare Operations · Real Estate and Construction · Retail and E-commerce · Finance and Administration · Recruitment and Human Resources · Logistics and Operations · Small and Growing Businesses
Technology Behind Our Solutions
Automation Platforms: n8n, Make, Zapier, scheduled workflows, webhooks and conditional routing.
Artificial Intelligence: OpenAI, AI agents, multi-agent workflows, prompt engineering, structured outputs, classification, scoring, summarization, decision support and retrieval-augmented generation.
Databases and Data: PostgreSQL, Supabase, SQL, vector databases, Google Sheets, Notion databases and customer-history retrieval.
Business Applications: Gmail, Google Calendar, Google Drive, Google Docs, Tally Forms, Notion, Slack and Microsoft Teams.
Integrations: REST APIs, HTTP requests, JSON, authentication, third-party platforms, cloud applications and document-processing services.
Smart Website Upgrade and AI Assistant
Edwin AI Solution can help improve an existing business website so it becomes more useful, interactive and connected to the business’s daily processes. Instead of only displaying information, the website may be updated to help visitors ask questions, understand services, request appointments, submit enquiries and receive clear guidance.
AI Website Assistant
Add an assistant that answers approved questions about the business, services, processes and frequently asked questions.
Appointment and Consultation Booking
Allow visitors to request or book appointments through a connected calendar or booking process.
Business Enquiry Forms
Collect customer requirements, contact information and service requests through structured forms.
Automated Lead Follow-Up
Notify the business when a new enquiry arrives, save the information and create a follow-up task.
Clear Business Information
Organize services, FAQs, project examples, contact options and important business information so visitors can find answers easily.
Multilingual Support
Prepare the website to support visitors from different countries and languages where suitable.
Tool and Database Connections
Connect the website to email, calendars, databases, CRM systems and other business tools where integrations are available.
Website Redesign and Improvement
Improve an existing website’s layout, wording, responsiveness and calls to action without rebuilding everything unnecessarily.
Available features depend on the existing website, business tools and required integrations. Edwin AI Solution first reviews the current website and business process before recommending an upgrade.
This Edwin AI Solution website demonstrates the type of interactive experience that can be created. Visitors can learn about services, describe a business problem, ask questions and be directed toward the appropriate next step.
Improve My Business Website
AI for Business: Practical Help for Everyday Work
Artificial intelligence can support businesses by handling repetitive tasks, organizing information, improving response processes and connecting tools that currently require manual work. AI does not need to replace an entire business system. It can begin with one small process, such as sorting enquiries, preparing reports, creating follow-up reminders or moving information between tools.
Why Businesses Use AI Automation
Reduce Repetitive Work
AI-supported workflows can handle routine tasks such as copying information, sorting messages, preparing summaries and sending notifications.
Improve Customer Response
Customer enquiries can be organized, categorized and directed to the appropriate person more consistently.
Support Better Follow-Up
Automated reminders and task creation can reduce the chance of customer requests, applications or internal actions being forgotten.
Connect Business Tools
Forms, email, databases, spreadsheets, calendars and other tools can work together instead of requiring information to be entered repeatedly.
Organize Business Information
AI can help summarize, classify and structure information so employees can review it more easily.
Support Business Growth
When repetitive processes are organized, teams can handle more work without immediately increasing manual administration.
Where AI Automation May Help
Customer enquiry collection and routing · Lead qualification and sales follow-up · Email sorting and department notifications · Appointment and property-viewing requests · Employee onboarding · Candidate screening and interview scheduling · Invoice and document processing · Customer databases and follow-up tasks · Report preparation · Internal knowledge assistants · Website question-and-answer chatbots · Business monitoring and alerts · Website enquiry and booking systems · Connected forms, email and database workflows.
Not every task should be automated. Edwin AI Solution first reviews the process, the tools involved and the expected result before recommending a solution.
What AI Automation Does Not Mean
It does not automatically replace employees. · It does not guarantee revenue or business results. · It should not make important decisions without appropriate human review. · It must be tested before being used with real business information. · Sensitive data requires suitable privacy and security controls. · The smallest useful solution is often better than unnecessary complexity.
Is AI Suitable for My Business?
AI automation may be suitable when a task is repeated frequently, information is copied between tools, enquiries are difficult to organize, follow-ups are missed or employees spend significant time completing predictable administrative steps.
Describe Your Business Problem
How We Work With You
01 — Tell Us What Is Happening: explain the task, delay or repeated work causing difficulty.
02 — We Review the Current Process: we look at how the work is currently completed and which tools are involved.
03 — We Suggest a Practical Starting Point: the first recommendation may be a simple workflow rather than a large system.
04 — We Build and Test It: the workflow is tested with realistic examples and adjusted where necessary.
05 — Improve Gradually: the automation can be maintained, improved or expanded as the business grows.
A Practical Starting Point for Different Businesses
Every business process is different. We review the task, tools and expected outcome before recommending a suitable option.
Simple Automation — for one clear repetitive task or a small connection between tools.
Connected Business Workflow — for a process with several steps, conditions, records and notifications.
Custom AI-Assisted System — for more advanced processes that may require AI analysis, databases or several connected departments.
You do not need to choose the largest option. We can begin with the smallest useful solution and expand only when it makes sense.
No pressure. No unnecessary complexity. We will not recommend a large automation system when a simpler workflow can solve the problem.
Tell Us About Your Process
Ready to Identify What Your Business Can Automate?
Complete the free AI Automation Assessment to help us understand your processes, repetitive tasks, current tools, and automation opportunities.
Your assessment opens below — the existing form and submission flow are unchanged.
Practical, Responsible and Transparent Automation
We handle client information carefully, avoid unnecessary data collection and keep private workflows private. We test workflows with realistic examples, explain how they work in clear language and encourage human review where important decisions are involved. The goal is a useful solution that fits the real process — not complexity for its own sake.
ENGINEERING TALENT & TECHNICAL CAPACITY
AI & Machine Learning
Software Engineering
Cloud & DevOps
Data Engineering
Quality Engineering
Cybersecurity
Systems Engineering
Enterprise Technology
Talk to Edwin AI Solution
Start with a practical conversation about the operations you want to improve.
Email us at contact@edwinaisolution.com or connect with Edwin AI Solution on our official channels.
Based in Warsaw, Poland. Supporting businesses worldwide.
Book a Free Assessment
Explore Business Solutions
PARTNER WITH EDWIN AI SOLUTIONS
Strategic partnerships for businesses ready to deliver more with AI automation.
Edwin AI Solutions partners with companies, agencies, consultants, technology providers and other organizations that want to bring practical AI automation solutions to their clients, teams or operations.
Whether you generate leads, manage clients, build digital products, provide professional services, or help businesses improve their operations, we can work together to identify opportunities where AI automation can create measurable value.
Ways We Can Partner
Marketing & Digital Agencies
Partner with Edwin to add AI automation to the services you already provide. From lead qualification and AI receptionists to customer follow-up and appointment booking, we can help your clients automate what happens after the marketing generates the opportunity.
Technology & Software Companies
Collaborate with Edwin to connect AI automation, APIs, databases and intelligent workflows with existing software and technology ecosystems.
Consultants & Professional Service Providers
If you advise businesses on growth, operations, sales, customer experience or digital transformation, Edwin can become your AI automation implementation partner.
Businesses & Strategic Partners
We’re open to partnerships with businesses across industries where AI automation can improve customer experience, reduce repetitive work, streamline operations or create new opportunities.
Referral Partnership
You introduce a business that could benefit from AI automation. Edwin handles the solution design and implementation.
White-Label Partnership
Your company offers AI automation as part of your own service offering while Edwin handles the technical implementation behind the scenes.
Strategic Collaboration
We work together on a shared client, product or business opportunity and combine our strengths to deliver a stronger solution.
Practical AI Automation
We focus on solving real operational and business problems—not adding AI simply for the sake of it.
Custom Solutions
Every workflow can be designed around the partner’s or client’s actual processes, tools and requirements.
End-to-End Implementation
From workflow design and AI integration to APIs, databases, automation and deployment.
Built for Long-Term Collaboration
We’re interested in building relationships that create value for both sides—not one-off transactions.
Engineering & Talent Partnerships
Extend your engineering capacity without building everything internally.
We partner with recruitment agencies, staffing companies, software and AI companies, IT consultancies, digital and marketing agencies, SaaS companies, systems integrators, outsourcing companies, startups, and enterprises.
Ways We Can Support Partners
Individual engineers · Dedicated technical specialists · Remote engineering capacity · Short-term project specialists · Long-term engineers · Difficult-to-fill technical roles · Engineering team expansion · Technical talent sourcing · Staff augmentation · Technical delivery partnerships · Recruitment partnerships · White-label technical capacity
Whether you’re a marketing agency looking to expand your service offering, a technology company looking for an automation partner, a consultant with clients who need AI solutions, or a business exploring a new opportunity, we’d love to hear from you.
Become a Partner
Complete the free AI Automation Assessment to help us understand your processes, repetitive tasks, current tools, and automation opportunities.
Book a Free AI Automation Assessment