AI Agent for Proposal Generation — Built for Linkish
Automate Proposal Generation for teams using Linkish. Arahi AI agents handle the workflow end-to-end — no code, set up in minutes.
Proposal v1 drafted. Cover email queued:
Built in plain English.
You write the rule the way you'd describe it to a teammate. The agent reads the rule, breaks it into the actions it'll take, and confirms the apps it'll touch — before it does anything.
- 1Read the trigger event and pull the contact's context
- 2Draft the message in your team's voice
- 3Cite each personalized line's source
- 4Queue for your review or auto-send by confidence
Get started in three steps
Connect Linkish
Link Linkish to Arahi AI in one click. Your tasks, projects, and documents sync automatically.
Set Up Workspace Automation
Define triggers in Linkish — new tasks, status changes, due dates — and the AI actions that follow.
Work Smarter, Not Harder
Your AI agent keeps Linkish organized while you focus on execution. Track productivity gains on your dashboard.
Northwave · Arahi proposal (v1) — for your Friday review
Attached is the v1 proposal for Northwave — 18 seats, 12-month term, $138K ACV with the early-renewal credit applied.
Personalized using LinkedIn activity from the last 30 days.
Approve before it sends.
Every draft lands in a review queue. You approve, edit, or reject — the agent never acts on its own unless you explicitly turn that on for a workflow you trust.
Every action, with the reasoning attached.
Each step the agent takes is logged with what it did, why it did it, and which app it touched. Audit-ready, so security and compliance can sign off without backfilling.
- Marco11:42 AM
Approved the draft to procurement@northwave.io.
- Agent11:41 AM
Drafted the email and queued it for review.
Reason: High-confidence personalization but recipient is C-level — escalating per policy.
- Agent11:40 AM
Pulled LinkedIn activity and HubSpot deal context.
- Agent11:40 AM
Triggered: Generate a tailored proposal with @Linkish for the Northwave deal — pull scope f
- Agent11:38 AM
Confirmed sender domain DKIM is healthy.
Frequently asked questions
The proposal generation agent scales automatically as your Linkish activity grows. Whether you process 10 or 10,000 proposal generation tasks per day from Linkish, the AI handles the volume without slowdowns or additional configuration.
Most users connect Linkish and launch their first proposal generation automation within 10 minutes. The guided wizard handles OAuth authorization, and you configure proposal generation-specific rules through a visual no-code builder.
The Linkish integration maintains a persistent real-time connection for proposal generation automation with automatic retry logic and continuous monitoring. If Linkish experiences downtime, queued proposal generation tasks process automatically once connectivity resumes.
Yes. The proposal generation agent connected to Linkish simultaneously interacts with 1,500+ other apps — CRMs, databases, email platforms, and more. A single proposal generation workflow can pull data from Linkish, process it, and push results to multiple destinations.
Yes. You can run proposal generation workflows in test mode using sample Linkish data before activating on live records. This lets you verify every proposal generation rule works correctly with your Linkish setup before processing real data.
The dashboard shows proposal generation-specific metrics for your Linkish integration — tasks processed, average handling time, success rates, and escalation frequency. You can track how Linkish-triggered proposal generation workflows perform over time.
The Linkish integration automates end-to-end proposal generation — including data capture from Linkish, validation, routing, follow-up actions, and status updates. Every proposal generation step that touches Linkish can be handled by the AI agent.
All data exchanged between Linkish and Arahi AI during proposal generation processing is encrypted in transit and at rest. We use OAuth tokens for Linkish access, never store raw credentials, and maintain full audit logs of every proposal generation action.
Arahi AI connects to Linkish via one-click OAuth, then runs proposal generation workflows that read and write Linkish data on a schedule or in response to triggers. You configure the rules once; the agent executes proposal generation across every relevant Linkish record without developer involvement.
Linkish holds the data; AI supplies the judgment and throughput. Together they turn proposal generation from a manual, inconsistent process into one that runs at machine speed with a consistent quality bar — freeing your team to focus on the Linkish-adjacent work that genuinely needs human attention.
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