Human in the Loop
HITL logoPreloop logo

HITL vs Preloop

HITL puts the person at the center: your agent asks at the steps that need judgment, and a branching workflow carries each answer to the right reviewer and the right next step, with no proxy to run.

Branching workflowsLast updated Sources listed below

TL;DR: three reasons teams pick HITL

HITL keeps a person in the loop on AI agents, from a one-tap approval to a multi-stage review that branches on every answer. Here is where it pulls ahead of Preloop.

  • Multi-stage review: chain Human Review steps, branch on each answer and route by an AI classification.

  • Built for the person answering: 7 response types, a web inbox and apps for iPhone, Apple Watch and Android.

  • Works with no-code tools too: n8n, Zapier and Make, plus a REST API and a hosted MCP server.

Built for complex decisions, not just yes or no

In HITL a workflow is a graph, not a straight line. Classify the request, ask the right person, branch on what they say and merge back. Build it on a canvas, or describe it and let the workflow assistant build it for you.

Live in the HITL portalSeveral Human Review steps per workflow
New support emailTrigger · Email
Sort the requestAI Classifier
Refund
Approve the refund?Human Review · Finance
Approved?Condition

Yes: Send the refund · No: Email the customer

Escalate
Lead decidesHuman Review · Support lead
Post to #supportAction · Slack
Other
Draft a replyAI
Edit the draftHuman Review · Editable text
Email the customerAction · Email
EndEvery path finishes here
A support workflow in HITL. An AI Classifier sorts each email: refunds go to Finance and branch on their answer, escalations go to a lead, everything else gets an AI draft that a person edits. Three Human Review steps, one workflow.
  • As many reviews as the decision needs

    Put several Human Review steps in one workflow: a first check, a second sign-off, an escalation, and a different reviewer on each branch.

  • Branch on the answer

    A Condition step routes on what the person decided or on the data. An AI Classifier sends each request down the path for its category.

  • Paths that meet again

    Branches can merge back into one path, so a refund, an escalation and a drafted reply can all finish with the same follow-up step.

  • Describe it, get the workflow

    The built-in workflow assistant builds the graph from a plain-language prompt. Every revision is kept, so you can restore an earlier one.

Nine step types on the canvas

  • TriggerStart on a schedule, an email or a spreadsheet row.
  • Human ReviewAsk a person to decide, with any of the 7 response types.
  • AIRun a prompt on the data so far.
  • AI ClassifierSort input into categories, each with its own path, plus Other.
  • ConditionBranch yes or no on the answer or on any data.
  • TransformSet variables for the steps that follow.
  • DataFetch from Google Sheets, an API or a table.
  • ActionCall a webhook, send an email or post to Slack.
  • EndClose the run once every path is done.

What about Preloop?

Preloop's docs describe conditional approval rules that decide whether a tool call needs approval, and an approval workflow with one approver pool and a quorum. Its teams page says teams have no workflow stages. HITL chains review steps and branches on each answer.

Feature comparison

Where HITL leads comes first. Then the features HITL and Preloop share, from connecting agents to pricing.

Feature comparison of HITL and Preloop. HITL's advantages are listed first.
FeatureHITLPreloop
Nonlinear workflows (branching, multi-step review)YesBranches, AI routing, several review stepsNot listedConditional approval rules
Visual workflow editorYesCanvas with 9 step typesNot listed
No-code tools (n8n, Zapier, Make)Yesn8n, Zapier, MakeNot listed
Reviewer edits the AI draftYesEditable textNot listed
Android appYesNot listed
TelegramYesNot listed
MCP server for agentsYesHosted, with sign-inYesMCP proxy
REST APIYesYes
One-step setup for coding agentsYesPaste-in setup promptYesCLI onboarding
Callback webhooksYesPer requestYes
Answers beyond approve or denyYes7 response typesYesMultiple options
Web inboxYesmy.hitl.shYesWeb console
iPhone appYesYes
Apple WatchYesYes
Free planYes500 requests / moYesFree cloud and OSS
SlackComing soonYes

"Not listed" means we could not find it on Preloop's public site or docs in October 2026. It may still exist. "Coming soon" channels are on HITL's roadmap and not live yet.

The products, side by side

HITL's web inbox next to a product image Preloop shows on its own site.

HITL web inbox with a refund request open, showing the customer's message and Approve refund and Deny buttons
HITL web inboxfrom hitl.sh
Preloop console Agents canvas showing three coding agents connected through the Preloop gateway with requests and spend
Preloopfrom preloop.ai

About Preloop

Preloop is an open source AI agent control plane from Spacecode AI. It sits between agents and their tools as an MCP proxy, applies allow, deny or approve rules, tracks model spend through a gateway and records an audit trail. Approvals go to mobile, Apple Watch, Slack, Mattermost, email or a webhook.

Why teams pick HITL

For the people who answer the requests and the teams who run the workflows.

  • Review in stages

    A first reviewer checks, a Condition step reads the answer, and the big cases go to a second sign-off. Each branch can have its own reviewers.

  • Made for the reviewer

    Each request shows up as a clear question with the right controls: approve or deny, choices, text, an editable draft, a number or a rating.

  • Not just coding agents

    Connect n8n, Zapier, Make, Grok, Claude Code or your own code. Each request carries a source chip so reviewers know where it came from.

  • Oversight you can point to

    Each answer is recorded with who gave it. That helps with the human oversight Article 14 of the EU AI Act asks for.

Why agents work well with HITL

For the agents asking the questions. HITL gives them a clear contract: ask, wait, get a typed answer.

  • A hosted MCP server

    Add https://mcp.hitl.sh/mcp to Claude Code, Cursor or any client that supports remote MCP. Sign in once and the agent gets tools like list_loops, create_request and get_request.

  • A structured answer, every time

    The agent picks one of 7 response types and gets back typed data: a decision, the chosen options, a number, a rating or the edited text. No parsing a chat reply.

  • Timeouts that keep work moving

    Every request carries a default response. If nobody answers in time, the agent gets that answer and carries on instead of waiting forever.

  • A setup prompt the agent follows

    Copy the setup prompt from hitl.sh and paste it into your agent. It asks for your API key, reads the docs at docs.hitl.sh/llms.txt and lists your loops to prove the connection works.

Add HITL to Claude Code

claude mcp add --transport http hitl https://mcp.hitl.sh/mcp

Questions

What teams ask when they weigh HITL against Preloop.

Why choose HITL over Preloop?
HITL is built around the person who answers. Your agent asks at the steps that need judgment, reviewers answer with 7 response types on phone, watch or web, and a branching workflow decides what happens next. There is no proxy to put in front of your tools.
Can HITL run multi-stage approvals?
Yes. Add several Human Review steps to one workflow, branch on each answer with a Condition step and send different categories to different reviewers. Preloop's docs describe one approver pool with a quorum per approval workflow.
Do both have an Apple Watch app?
Yes. Both send approvals to iPhone and Apple Watch. HITL also has an Android app, a web inbox at my.hitl.sh and Telegram.
How does pricing compare?
HITL is free for 500 requests a month, then $10 or $30 a month. Preloop has a free cloud tier and a free open source core, with paid cloud plans from $12 a month.
Can I use both?
Yes. A policy layer like Preloop can decide which actions need a person, and HITL can carry the question to that person with richer answers and a branching workflow.

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