Automate Document Review Across Sentry with AI
Purpose-built AI agent for Document Review — connects to Sentry in minutes so your team can stop doing the work by hand.
MSA reviewed. 4 deviations flagged · summary in the legal queue:
Customer
“Pls review attached MSA before Thursday — same terms as last time except we tightened the indemnity clause and added a data-residency requirement.”
Agent draft · in your tone
Reviewed. Three substantive changes vs. our template: (1) indemnity cap raised to 2× fees — recommend pushing back to 1×; (2) EU data-residency clause is acceptable; (3) auto-renewal language is one-sided — proposed redline attached.
How does Sentry work for Document Review automation?
Sentry works for Document Review automation by powering a DeskFerry agent that runs the workflow end-to-end inside your existing tools — no code, no custom build.
- 01
Trigger fires
The agent connects to Sentry alongside the other apps your team already uses, watches for the triggers that matter for Document Review, and takes the next step on its own while keeping a complete audit trail for review.
- 02
Read the inbound MSA from Northwave with @Sentry
AI analyzes contracts and documents in minutes instead of hours, surfacing key clauses and risks.
- 03
Flag deviations from our standard terms
Teams typically see hours → Minutes with flags for attorney attention once the agent is in production.
- 04
Draft a redline
You stay in control: every action is logged, confidence thresholds are configurable, and anything ambiguous is queued for a human instead of being silently auto-completed.
- 05
You approve
Anything under your confidence bar waits for a human.
How you tell it what to do
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 inbound MSA from Northwave with @Sentry
- 2Flag deviations from our standard terms
- 3Draft a redline
How it connects
Connect Sentry. The agent does the rest.
Claude and ChatGPT are already running on our side. You connect Sentry with one click, and document review runs inside it.
Claude and ChatGPT run on our keys. Nothing for you to configure.
- SentryConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What Sentry + DeskFerry can do
Real Sentry actions your AI agent can perform automatically — no manual work required.
Access project information
Retrieves detailed information for a sentry project, given its existing organization and project id or slug.
Add organization member via email
Invites a new member (or re-invites an existing non-accepted member) to a sentry organization via email, allowing specification of organization and team roles.
Add or remove user email by id
Adds or removes a secondary email for an existing sentry user, determined by whether the email already exists for that user.
Add team member in organization
Adds an existing member of an organization to one of its teams; the member must already belong to the organization, and the team must also belong to that organization.
Add team to project
Grants a sentry team access to a sentry project within the specified sentry organization.
Create dashboard with widgets
Creates a sentry dashboard with widgets for an organization; `organization id or slug` and specified `project` ids must be valid, and `start`/`end` datetimes (if absolute range) must form a logical iso 8601 range.
Create external user for organization
Links a sentry user to an external identity provider's user within a sentry organization; the sentry user must be an organization member, an active integration for the provider must be configured, and `external id` is typically required for the external user.
Create organization alert rule
Creates a sentry metric alert rule for an organization, mandating a 'critical' trigger, typically for a single project, where actions may require sentry integrations.
Create organization monitor
Creates a new monitor (type 'cron job') within a sentry organization to track scheduled tasks, allowing configuration of its name, slug (which must be unique if provided), status, owner, and muting preferences for incidents.
Create organization team
Creates a new team in a sentry organization, requiring either a 'slug' (preferred, as 'name' is deprecated) or 'name' to define the team.
Reviewed. Three substantive changes vs. our template: (1) indemnity cap raised to 2× fees — recommend pushing back to 1×; (2) EU data-residency clause is acceptable; (3) auto-renewal language is one-sided — proposed redline attached.
Customer reports a duplicate charge; refund queued, awaiting confirmation.
Customer asking what's included on the Growth plan vs. Pro.
Human in the loop
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.
Governance
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.
- Northwave Procurement9:14 AM
Customer marked the resolution as helpful.
- Agent9:12 AM
Sent reply on ticket Doc · Northwave-MSA-v3.
Reason: Confidence above auto-send threshold; voice match passed; SLA at-risk.
- Agent9:11 AM
Drafted reply in your team's voice.
- Agent9:10 AM
Pulled customer plan, prior tickets, and account context.
- Agent9:09 AM
Triaged Doc · Northwave-MSA-v3 as the matching topic.
How it works
Get started in three steps
Step 01
Connect Sentry
Authorize Sentry and DeskFerry hooks into your issues, repos, and deployment pipelines.
Step 02
Configure Dev Workflows
Define triggers for Sentry events — new issues, PR merges, build failures — and the AI actions to take.
Step 03
Ship Faster with Less Toil
AI automates the tedious parts of your Sentry workflow. Track issues triaged, alerts handled, and developer time saved.
Start automating Document Review for Sentry
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
How does Sentry data stay secure during Document Review automation?
All data exchanged between Sentry and DeskFerry during Document Review processing is encrypted in transit and at rest. We use OAuth tokens for Sentry access, never store raw credentials, and maintain full audit logs of every Document Review action.
Can I customize which Sentry events trigger Document Review actions?
Yes. You define exactly which Sentry events start Document Review workflows — new records, status changes, messages, or custom triggers. Each trigger can have conditions so Document Review actions only fire when your specific criteria are met in Sentry.
Can the Sentry Document Review agent also work with other tools in my stack?
Yes. The Document Review agent connected to Sentry simultaneously interacts with 1,500+ other apps — CRMs, databases, email platforms, and more. A single Document Review workflow can pull data from Sentry, process it, and push results to multiple destinations.
What happens when the Document Review agent encounters an issue in Sentry?
When the AI hits an edge case during Document Review processing in Sentry, it escalates to your team with full context — the Sentry record, what was attempted, and why it needs review. Your Document Review pipeline never stalls or loses data.
What types of documents can the Document Review agent review for Sentry?
The agent reviews contracts, leases, policies, regulatory filings, and the sentry-specific documents your team handles daily — extracting key clauses, flagging non-standard terms, and surfacing risks against your standards library.
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