How is AgentLed different from n8n, Make, or Zapier?

Those are node-based tools. AgentLed uses AI reasoning at every step, has persistent memory via Knowledge Graph, and runs everything on unified credits — no separate API keys.

How is AgentLed different from ChatGPT or Claude?

ChatGPT forgets between sessions. AgentLed has persistent memory, 100+ integrations, scheduled execution, and approval workflows. It acts, not just advises.

Can we white-label AgentLed for our clients?

Yes. Full white-label with custom domain and branding. Build once, deploy to multiple clients.

How long until we see results?

Most teams launch their first production workflow in 2-4 weeks. Some simpler workflows go live in days. The timeline depends on scope and integration complexity.

What happens if a workflow step fails mid-run?

Agentled maintains deterministic state at every checkpoint. If step 14 of 20 fails, the system retries from step 14 with full context. No data is lost. No restart from scratch.

How is this different from using ChatGPT or Claude directly?

Prompt tools have no workflow state, no system integrations, no team visibility, and no calibration. Each conversation starts from zero. Agentled turns that one-shot interaction into a durable, improving, collaborative workflow.

Can we use Agentled to deliver results to our own clients?

Yes. White-label portals let your clients access reports, scores, and recommendations under your brand. Your clients see your company, not Agentled.

What models does Agentled use?

Agentled supports multiple models and routes to the best model for each workflow step. Document analysis, scoring, and text generation can each use different models. Model credits are included.

The automation engine
built for AI agents.

100+ integrations. Persistent memory. One credit system. No bridges.

Try Now

Works with

Claude Code

Codex

OpenClaw

Hermes

Outbound-EU

Active

SOUL

"Act like a senior SDR. Never spam. Qualify before reaching out."

Schedule

Every 48h — next run in 11h

Memory

847 contacts · 3 prior runs

Live Activity

Scored 43 leads from LinkedIn scrape

2 min ago

Sent 12 personalized emails via Gmail

4 min ago

Flagged 5 high-intent signals from news

9 min ago

Updated ICP scoring model

1h ago

Next run scheduled

in 11h

Credits used: 72038 outreach sent

AI operates. You supervise.

NEW — Agent orchestration

Define your agent with AGENTS.md — its identity, tools, and workflows. Give it a soul via SOUL.md — tone, constraints, decision rules. Set a heartbeat schedule and let it run. Your agent executes sourcing, research, and outreach autonomously — then brings decisions back to you for approval.

AGENTS.md→SOUL.md→Tools→Workflows→Heartbeat

Deal Sourcing Agent

Human-supervised · heartbeat: every 48h

Running — 3 workflows

Connected workflows

✓ deal-sourcing-specter
✓ deal-sourcing-linkedin
✓ daily-deal-flow

Agent chat

Agent

Found 8 new deals this week. 2 need your review.

Claude Code v2.0

Opus 4.6 · agentled-mcp-server connected

>Find and reach out to fintech CTOs in Europe

Let me check your Knowledge Graph and prior runs first.

✦ agentled kg:query "fintech CTOs Europe"

↳ ICP match: 847 contacts · last enriched 3 days ago

✦ agentled memory:recall "outbound-eu"

↳ 3 prior runs · 62% open rate · best channel: LinkedIn

Found relevant context. Creating a workflow using your best-performing patterns.

✦ agentled create "Lead prospecting for fintech CTOs in Europe"

✓ Workflow 1: Prospect Research linkedin · hunter · clearbit

✓ Workflow 2: Signal Detection crunchbase · web-scraper

✓ Workflow 3: Multi-Channel Outreach email · linkedin

43 leads scored · 5 high-intent · 38 outreach sent

Scheduled: every 48h · Credits: 720

→ agentled.app/your-team/fintech-cto-outbound

For Developers

One Command,
Many Agentic Workflows.

Connect AgentLed to Claude Code, Codex, or any MCP client. Your agent gets access to 100+ integrations, persistent memory, and a unified credit system — no API keys, no bridges, no glue code.

View install guide

How It Works

Give your agent a goal.
It handles the rest.

Set the goal

Tell your AI agent what you want to achieve — in plain English. It reads your AGENTS.md and SOUL.md to understand your business context.

Agent builds the workflows

Your agent picks the right integrations, wires the logic, and sets a heartbeat schedule. You review and approve.

Agent runs and improves

Your agent executes on every heartbeat, learns from results, and refines the workflow after every run. You supervise.

Knowledge Graph

Agents that remember,
learn, and improve.

Your agent uses workflows behind the scenes — and persistent memory to get smarter over time. Two layers:

◆

Business-level memory — company context, ICP definitions, scoring models, workflow outcomes. Shared across all workflows and users. One workflow learns it, every workflow benefits.

◆

User-level context — individual preferences, conversation history, personal patterns. Your agent remembers how you work, not just what the company knows.

Not just automation — a system that gets smarter with every run.

Learn more about Knowledge Graph

Knowledge Graph

847 entities · 2,340 relationships

Live

Recent Activity

Scored 43 investors — DMF avg 7.22m ago

IC outcome: prediction matched 89%1h ago

12 new leads enriched + stored3h ago

Sector feedback updated (fintech)6h ago

Compound Learning

Run 1

62%

Run 5

78%

Run 12

89%

Investor scoring accuracy improving with each execution

	n8n / Zapier	AgentLed
Remembers last run	✗	✓
Cross-workflow memory	✗	✓
Compound scoring	✗	✓
Prediction vs outcome	✗	✓
Learns from results	✗	✓
One API key for 100+ services	✗	✓

Every other tool starts from zero.

n8n runs the same workflow with no memory of previous results. Custom scripts need you to build and maintain your own database.

AgentLed's Knowledge Graph stores every insight, score, and outcome automatically. Each run compounds on the last. After 12 runs, our investor scoring went from 62% to 89% accuracy — with zero manual tuning.

See how it works

One Credit System

One API key. 100+ services.

No more juggling API accounts. Every integration runs on AgentLed credits.

Capability	Credits	What you'd need otherwise
LinkedIn company enrichment	50	LinkedIn API ($99/mo+)
Email finding (Hunter)	5	Hunter.io ($49/mo)
AI analysis (Claude/GPT)	10–30	OpenAI API key + billing
Web scraping	3–10	Apify account + actors
Image generation	30	DALL-E / Midjourney sub
Video generation (8s)	300	RunwayML ($15/mo+)
Knowledge Graph storage	1–2	Custom database setup

Start free. Pay only for what you use.

What Teams Build

Your agent runs, learns, and improves.

Give your agent a goal. It builds the workflows, manages the execution, and gets better with every run.

VC Deal Scoring

The goal

“Score this deal and match it with our investors club.”

What your agent does

The agent built a 27-step workflow across LinkedIn, Specter, and Affinity. It enriches the startup profile, scores investor fit against the fund thesis, tracks predictions vs outcomes, and refines its own scoring model after every run. No manual tuning — the agent learns what a good match looks like.

3,000+ profiles processedIC-ready reports89% accuracy after 12 runs

affinitylinkedinspectermistralknowledge-graphemailweb-search

SEO Agency — White-Label Branding

The goal

“Upsell our SEO audit to existing clients with a full competitive report.”

What your agent does

Once the approach is validated, the agent creates a full workflow: it searches each client's Google Business profile, scores their online presence, identifies their top local competitors, and generates a branded report. It then sends a personalized email with the report link and a pitch for a full audit — all under the agency's own brand.

20+ clients served2 weeks to launchZero frontend code

web-scrapergoogle-searchai-contenthunterknowledge-graphwhite-label

Let's connect

Get updates on new features, templates, and AI workflow tips.

Get your free strategy review

100+ integrations via unified credits

Hunter.io

Affinity CRM

Salesforce

HubSpot

Pipedrive

Gmail

Outlook

Slack

Notion

Crunchbase

Apollo

Clearbit

Specter

Google Analytics

Stripe

GitHub

Google Calendar

Hunter.io

Affinity CRM

Salesforce

HubSpot

Pipedrive

Gmail

Outlook

Slack

Notion

Crunchbase

Apollo

Clearbit

Specter

Google Analytics

Stripe

GitHub

Google Calendar

Twitter/X

Medium

WordPress

Zapier

Webhooks

HTTP/REST

Google Sheets

Airtable

Microsoft Teams

Google Trends

Web Scraper

Puppeteer

Claude AI

GPT

Gemini

Mistral

DeepSeek

Composio

Twitter/X

Medium

WordPress

Zapier

Webhooks

HTTP/REST

Google Sheets

Airtable

Microsoft Teams

Google Trends

Web Scraper

Puppeteer

Claude AI

GPT

Gemini

Mistral

DeepSeek

Composio

Get started fast

Start from a template.
Customize as you go.

Pre-built workflows for the most common use cases. Pick one, tell your agent what to change, and you are live.

LinkedIn → CRM Prospecting

Find leads on LinkedIn and push them to your CRM automatically.

Try this template

Investor Matching

Match startups to relevant VCs using AI-powered research and scoring.

Try this template

SEO Content Pipeline

Generate and publish optimised blog posts from a list of keywords.

Try this template

Email Triage & Reply

Classify, prioritise, and draft replies for incoming emails.

Try this template

Competitor Monitor

Track competitor updates and get a weekly digest sent to Slack.

Try this template

Data Enrichment

Enrich a list of companies or contacts with firmographic data.

Try this template

Adoption Journey

Start wherever you are.
Scale when you're ready.

You don't need to commit to full automation on day one. Most teams start at L1 and reach L3 within 30 days.

Connect & run manually

Connect your first integration and trigger a workflow by hand. See exactly what the AI does on each step.

Start small. One workflow, one integration.

Schedule & review results

Set workflows to run on a schedule. You review the outputs before anything goes out. Full control, zero manual work.

AI runs it. You approve the results.

Agents chain together

Workflows trigger each other. Agents pass context, make decisions, and escalate exceptions to you only when needed.

The system handles the routine. You handle the exceptions.

AI-led operations

Full autonomous execution with a complete audit trail. You set the strategy — AgentLed runs it end to end.

You focus on the direction. AI handles the execution.

Not sure where to start? Book a strategy call — we'll map your first workflow in 30 minutes.

The bigger picture

A new era of
business automation.

From AI-assisted workflow building to AI that operates your processes while humans supervise. AgentLed sets a new standard for how teams automate work.

100+ integrations through one credit system. Persistent memory via Knowledge Graph. Build from Claude Code, Codex, or any MCP client — no API key juggling, no bridges, no glue code.

Try Now Quick Start Guide

FAQ

Questions teams ask before starting

Do we need engineers to launch workflows?

No. Describe your goal in English, and the AI builds the workflow. Technical users can customize with code steps.

How is this different from n8n, Make, or Zapier?

Think of it like having an agency managing your workflows behind the scenes. You describe the goal — AI handles the implementation, picks the right integrations, remembers what worked before, and improves over time. n8n and Zapier are toolboxes where you wire nodes yourself. AgentLed is the team that does it for you.

Can we use white-label branding for our clients?

Yes. Full white-label branding — your domain, your logo, your colors. Each client gets their own workspace and sees your product, not ours. Launch an automation platform under your brand in weeks, not months.

What happens to our data?

GDPR compliant. Data stays in EU. Your data never trains AI models. Full audit trail.

Launch AI workflows for your clients

Your agent builds, runs, and improves the workflows. Your clients see the results under your brand.

# Setupnpx @agentled/cli --setup

# Createagentled create "Outbound to fintech CTOs in Europe"

Try Now

The automation enginebuilt for AI agents.

AI operates. You supervise.

One Command,Many Agentic Workflows.

Give your agent a goal.It handles the rest.

Set the goal

Agent builds the workflows

Agent runs and improves

Agents that remember,learn, and improve.

Every other tool starts from zero.

One API key. 100+ services.

Your agent runs, learns, and improves.

VC Deal Scoring

SEO Agency — White-Label Branding

Let's connect

Start from a template.Customize as you go.

LinkedIn → CRM Prospecting

Investor Matching

SEO Content Pipeline

Email Triage & Reply

Competitor Monitor

Data Enrichment

Start wherever you are.Scale when you're ready.

Connect & run manually

Schedule & review results

Agents chain together

AI-led operations

A new era ofbusiness automation.

Questions teams ask before starting

Launch AI workflows for your clients

The automation engine
built for AI agents.

One Command,
Many Agentic Workflows.

Give your agent a goal.
It handles the rest.

Agents that remember,
learn, and improve.

Start from a template.
Customize as you go.

Start wherever you are.
Scale when you're ready.

A new era of
business automation.