Moned helps small teams respond faster, stay organized, and reduce the manual work behind leads, proposals, and content.
01LeadCustomer
Respond faster. Follow up consistently. Lose fewer leads.
Capture leads from your website, ads, email, or social channels. Automatically organize and qualify them, respond quickly, route them to the right person, and keep follow-up moving.
Website / Facebook / EmailMeet leads where they arrive
01
CaptureKeep the details in one place
02
QualifyFind the right fit
03
RouteReach the right person
04
Follow UpKeep the conversation moving
05
CustomerTurn interest into a relationship
06
Connected steps. A clear next action.
02OpportunityProposal
Spend less time sorting opportunities and more time pursuing the right ones.
Capture incoming opportunities, extract requirements and deadlines, compare them with your company's capabilities, and prepare a proposal draft for review.
A stronger starting point. Ready for your review.
Workflow: Email / RFP → Extract → Analyze → Capability Match → Go / No-Go → Proposal.
OpportunityProposalEXAMPLE WORKFLOW
Email / RFPBring incoming opportunities together
01
ExtractPull out requirements and deadlines
02
AnalyzeUnderstand the scope
03
Capability MatchCompare with what your team does best
04
Go / No-GoDecide what is worth pursuing
05
ProposalA draft for a person to review
06
Connected steps. A clear next action.
03ContentPublished
Publish consistently without adding more work to your week.
Turn one idea, article, announcement, or source document into content for multiple channels. Review it once, approve it, and let the workflow handle the repetitive publishing work.
Create once. Review once. Publish everywhere.
Workflow: Idea → AI Draft → Human Review → Adapt → Schedule → Publish.
ContentPublishedEXAMPLE WORKFLOW
IdeaStart with a source worth sharing
01
AI DraftGet a first version on the page
02
Human ReviewYour judgment. Your approval.
03
AdaptMake it fit each channel
04
ScheduleChoose when it goes live
05
PublishKeep your channels moving
06
Connected steps. A clear next action.
LeadCustomerEXAMPLE WORKFLOW
Website / Facebook / EmailMeet leads where they arrive
01
CaptureKeep the details in one place
02
QualifyFind the right fit
03
RouteReach the right person
04
Follow UpKeep the conversation moving
05
CustomerTurn interest into a relationship
06
Connected steps. A clear next action.
You don't have to replace the tools your team already knows.
We can build around tools such as Google Sheets, Google Drive, email, forms, and the systems you already use.
HOW IT WORKS
You already know what should be easier. We help you automate it.
You don't need to know what technology to use. Show us the repetitive work, and we'll help design a better way to handle it.
01
Show us the work
Tell us what your team does repeatedly—following up with leads, reviewing opportunities, creating content, moving information between systems, preparing documents, or something else.
02
We design the workflow
We map what happens today, identify what can be automated, and decide where AI can actually help.
Whenever possible, we build around the tools you already use.
03
We build and test it with you
We connect the pieces, automate the repetitive steps, and keep people involved wherever judgment or approval matters.
AI does the repetitive work. Your team stays in control.
04
You put it to work
Once the workflow is ready, your team starts using it. We can train your team and provide ongoing support and improvements if you want them.
Custom setup. Optional ongoing support.
Built around your business
Not a one-size-fits-all software subscription.
Works with tools you already use
We don't replace systems unnecessarily.
Human where it matters
You decide where AI can act automatically and where your team should review or approve.
LET'S FIND SOMETHING TO AUTOMATE
What are you still doing manually?
Tell us about a repetitive process in your business. We'll help you determine what could be automated.
You don't need to know the technical solution. Just tell us what happens today.
Want to work through it together?
Book an Automation Strategy Session. Bring us one workflow that's taking too much time, and we'll help map what can realistically be automated.
If you move forward with a Moned automation project, the strategy-session fee is applied toward your project cost.
Your developers already know how to code. Help them learn how to build with AI.
Hands-on AI training for software teams that need to move beyond prompting and start building agents, RAG systems, AI-powered applications, and production-ready workflows.
Real systems, experiments, open-source work, and training programs that show how we use AI, automation, and software to solve practical problems.
Moned Lab
Spend less time reviewing opportunities and more time pursuing the right ones.
Opportunity-to-Proposal Automation
An AI-assisted workflow that receives opportunities by email, organizes them, extracts requirements and deadlines, compares them with company capabilities, supports a go/no-go decision, and prepares a proposal draft for human review.
HOW THE SYSTEM WORKS
01Email→
02Extract→
03Analyze→
04Capability Match→
05Go / No-Go→
06Proposal
Built by Edilma — AI Engineer
AI Automation
Google Workspace
Document Processing
Moned Lab / Engineering
Turn company documents into answers your team can actually use.
AI Knowledge Assistant
A retrieval-augmented AI system that ingests documents, searches relevant knowledge, and generates grounded answers using the organization's own information.
HOW THE SYSTEM WORKS
01Documents→
02Knowledge Base→
03Retrieve→
04AI Answer
Built by Edilma — AI Engineer
.NET
RAG
Qdrant
Semantic Kernel
Open Source / Engineering
Use multiple AI roles to turn source material into reviewed content.
AI Content Agent System
A multi-agent content workflow where AI agents collaborate on drafting, criticism, review, and refinement, with optional source-document context.
HOW THE SYSTEM WORKS
01Source→
02Writer→
03Critic→
04Review→
05Final Content
Built by Edilma — AI Engineer
Python
Multi-Agent AI
AutoGen
Training Program
Help experienced developers move from using AI tools to building with AI.
Dev AI Bootcamp
A hands-on AI engineering bootcamp for software developers covering practical patterns such as agents, RAG, tools, MCP, integrations, and production AI.