Describe the outcome, not the process
You explain what you want to achieve in plain language. No nodes, no manual ifs, no time wasted mapping fields.
Describe what you want to achieve and Klawdly creates an agent that decides, uses real tools, and executes for you.
Zero technical configuration
Describe the outcome you need and Klawdly defines the logic, tools, memory, and guardrails — no nodes, no ifs, no manual mappings.
Transparency from the first run
Every agent exposes what it decided, which tools it used, and what it cost so you operate with context, not in the dark.
The problem with the current approach
When automation depends on nodes and manual mappings, every change breaks something. Klawdly centralises it in a single agent that understands context and executes with real tools.
Webhook
If
Update
Function
Spreadsheet
HTTP Request
A Klawder is an autonomous agent with reasoning, memory, tools, and real execution capability.
Assisted creation
Name, instructions, tools, and connections: Klawdly shows you everything before activating it so you know what it will do and where it will act.
You explain what you want to achieve in plain language. No nodes, no manual ifs, no time wasted mapping fields.
It detects tools, proposes memory, limits, triggers, and the operational logic that each case needs to truly work.
If OAuth is needed, it appears in the moment. If not, the Agent is ready to operate in seconds with full clarity on what it will do.
Detects refunds in Stripe, evaluates priority, and alerts the team with actionable context.
Tools
Connections
Instructions
Monitor refund events in Stripe in real time.
Classify each case by amount, customer history, and operational impact.
Send a summary to Slack with priority, amount, and recommended next action.
If Slack is unavailable, use Gmail as a backup channel.
Escalate to a human when the refund exceeds the high-risk threshold.
Integrations
Each integration adds more actions: research, decide, notify, update, and execute in real systems.
Communication
Alerts, follow-ups, and replies without switching tools.
Operations
Update systems and move work between apps with real context.
Development
Research, report, and execute actions on your technical stack.
Revenue
Act on payments, CRM, and support when it detects a key signal.
Operational transparency
Inspect every step, understand the reasoning, and optimise in real time. No black boxes, no cost surprises, total control over the operation.
Activity feed
Operation in real time
Refunds Agent detected 3 new events
Stripe Webhook · 3 refunds detected
Evaluated risk, urgency, and next action
4 reasoning steps · backup ready if Slack fails
Sent actionable alert to #finance-alerts
Slack delivery · successful
Saved logs, cost, and context for audit
$0.18 · reproducible history
Escalated sensitive case for human review
High amount ($2,400+) · approval pending
Response notification received
Human approved action · continuing operation
Execution inspector
Everything important, visible at a glance
Metrics
Reasoning
4 steps
Tools
3
Cost
$0.18
Total time
12s
Visible decision
Evaluates amount, affected user, and whether human escalation is needed before acting.
Visible tools
Uses Stripe to read the event, Slack to alert, and email as a backup if the channel fails.
Reproducible history
Inputs, outputs, and cost are ready to inspect, debug, or reproduce without friction.
Friction-free control
Define budget and model strategy. Receive alerts before crossing your limits and keep operations under control without slowing them down.
Operating budget
$50.00
Consumed
$40.00
Average cost
$0.28
Success
97.2%
Per-agent tracking, automatic alerts, and cost-saving suggestions when consumption starts to accelerate.
Active alert: you have consumed 80% of the budget
Budget
Warning at 50%, critical at 80%, and danger at 90% with tracking per agent and per workspace.
Models
Economy, Balanced, or Performance based on complexity, SLA, and available budget.
Approvals
Sensitive actions can request human confirmation without breaking the operation or losing speed.
Triggers
Trigger it manually, schedule it to operate on a timetable, or connect it to external events to react in real time.
Manual
Ideal for one-off investigations, ad-hoc tasks, or reviews before activating a continuous automation.
Scheduled
Daily summaries, recurring monitoring, reconciliations, and periodic follow-ups without manual work.
Webhook
Use it to respond to payments, tickets, forms, status changes, or any external signal.
AI control and security
Klawdly doesn't lock you into a single provider. You choose the model, control the spend, and keep your credentials isolated.
Connect your own OpenRouter key to maintain full control over provider, costs, and available models.
Credentials are stored encrypted and separated per user to prevent shared providers or cross-access.
Budget, approvals, and model strategy coexist on the same platform so the agent has autonomy with real guardrails.
Multi-model strategy
Choose how to operate each agent
Economy
Low costFor frequent tasks, classification, and operations where efficiency matters more than a premium model.
Balanced
BalanceFor most flows: good judgement, good cost, and consistent response.
Performance
Maximum qualityFor sensitive cases where you need more depth, better writing, or better decision-making capability.
Frequently asked questions
No. The platform is designed for you to describe the outcome and let the agent handle the logic, tools, and necessary configuration.
Go from intention to execution with a platform built to create useful, traceable agents ready to operate from day one.
No manual flows. No black boxes.
How it starts
Describe the goal in plain language
Connect the tools you need
Activate an agent with full traceability