Documents sits alone in Intercom.
Judging evidence review ai also takes summarize evidence, and that never shares a screen with Intercom.
Build an Evidence Review AI Agent withIntercom, Slack, and Gmail
Your contract review is only as fresh as the slowest tab. Evidence volumes are large and time-sensitive. Yet the inputs sit split across Gmail / Intercom / Slack.
Intercom says one thing about documents, Slack says another.
The contract review eats the gap.
The contract review eats the gap.
Slack and Intercom never sync.
To review you'd merge summarize evidence with documents by hand, every single time.
Gmail catches it quietly.
Identify inconsistencies surfaces in Gmail ahead of time, but that tab is closed during evidence review ai.
Under The Hood
Ask once. Evidence review ai reads Intercom, Slack, and Gmail for you. Already connected.
01
Query review from Intercom (support desk)
Documents
02
Fetch summarize evidence from Slack (comms layer)
emails
03
Read identify inconsistencies from Gmail (comms layer)
chat logs
output
Agent-ready output
Review and summarize evidence; identify inconsistencies; tag relevance; support investigations, returned as one rundown evidence review ai ranks for you.
The Context Store
To review, the agent reads one joined view. Not 4 raw APIs.
Airbyte folds Gmail / Intercom / Slack and 1 more into the Context Store: documents, emails, chat logs, audit trails, case management systems land in one schema, joined on a shared contract key, so evidence review ai never touches a raw Intercom endpoint.
Your agent queries one surface instead of three APIs. Faster responses, lower cost per query, and results that work because the relationships were built before you asked the question.
CONTRACT-LEVEL JOINSLEGAL SCHEMANO GLUE CODE
The Prompt
Copy. Paste.
an Evidence Review AI Agent
Two steps. Your data, your results, under 60 seconds.
01install
Connect the Airbyte Agent MCP02copy and run
Run my contract review: pull documents, emails, chat logs, audit trails, case management systems from Intercom, Slack, and Gmail and summarize.
SETUP
The Airbyte Agent MCP is connected to 4+ systems; query them directly, no API code.
WORKFLOW
list connectors -> link Intercom, Slack, and Gmail -> pull documents, emails, chat logs, audit trails, case management systems -> join on the contract key -> analyze. An unlinked tool returns a self-describing prompt; a one-off connect step and retry.
TASK
Review and summarize evidence; identify inconsistencies; tag relevance; support investigations, then give me a single rundown: sorted by what needs me first, each line with the why and the move.The Outcome
Evidence Review AI: 2 hours of work, one short run.
10x
Faster
10x speed: evidence review ai turns a 2-hour contract review into under a minute.
90%
Cheaper to run
90% off the build cost: 4 sources already licensed, nothing extra to review.
3 -> 1
Tools, one query
3 tabs into 1: Intercom, Slack, and Gmail collapse to one view to review.
Based on internal benchmarks comparing Context Store queries to sequential API calls across equivalent datasets.
01 · Output
Risk-scored output
Evidence Review AI ranks each contract by risk, not by name. The top of the list is where to start.
02 · Signal
Where the tools disagree
Intercom vs Slack mismatches on review get called out so you decide, not the math.
03 · Context
Inline evidence
Summarize evidence from Slack and Gmail sits beside each item, letting you review without switching tabs.
04 · Action
Next action per item
Every row ends in a move: evidence review ai tells you who to contact and what to send.
05 · Brief
Built to review
Hand the rundown straight to the contract review. Every figure traces back to Intercom, Slack, and Gmail.
Other legal agents on the same connectors
view All use casesAgentic AI Compliance
The data for your contract review already exists in Incident.io / Sentry. The problem is no one view joins it. Traditional compliance is reactive.
Automated Evidence Collection
Gather compliance evidence shouldn't take a morning of tab-switching across Confluence / Notion. Audit prep takes weeks manually.
KYC/AML Compliance
Verify identities shouldn't take a morning of tab-switching across HubSpot / Salesforce / Sentry. Regulatory deadlines are strict.
Common questions
Didn't find your answer? Please don't hesitate to reach out.
How long until Evidence Review AI is live?
Minutes. Each connector is a one-off connect step, then evidence review ai runs on demand or on a schedule.
What if a contract shows up in two of Intercom, Slack, and Gmail?
The shared key de-dupes it. Evidence review ai keeps one contract with documents merged across sources.
How do I trust the contract review?
Evidence Review AI cites a source per line. Documents from Intercom, the rest from Slack and Gmail. So any figure traces back.
Does Evidence Review AI replace Intercom?
No, it reads Intercom and writes back the rundown. Your record systems stay put.
Gmail / Intercom / Slack are connected. Point evidence review ai at them.
Wire Intercom, Slack, and Gmail and 49+ sources into the Agent MCP and build evidence review ai on data you already own.
