The enterprise memory that doesn't just find info—it takes action.

Passive indexing captures the 80% of knowledge that never makes it into Confluence. Our agentic platform uses that context to automate multi-step workflows across your entire stack.

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The Knowledge Leak

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Your documentation is 20% of the story. The rest is walking out the door.

Most of what your organization "knows" lives nowhere formal. It's buried in a three-month-old Slack thread, a verbal explanation in a Zoom call, or the "reasoning" inside a closed JIRA ticket that nobody ever archived.

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The Documentation Tax

Wikis are outdated the moment they’re published because manual capture creates friction.

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The Search Trap

Tools like Glean find what’s already documented. They can’t find the "why" hidden in a comment chain.

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The Brain Drain

When a senior lead leaves, your engineering velocity doesn't just dip—it resets. New hires spend months reconstructing history that should have been accessible on Day 1.

Existing AI tools summarize the documents you already have.
We capture the knowledge you're currently losing.

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The New Reality

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Continuous Memory. Agentic Action. Zero Friction.

Talon doesn't ask your team to "do" documentation. It indexes organizational intelligence as a byproduct of the work they are already doing.

Passive Context Capture

We index the spaces between your tools—Slack threads, JIRA reasoning, and meeting notes—continuously and passively. No forms, no wikis, and zero behavior change required.

Outcome-Oriented execution

When you ask a question, you don't get a list of links to check. You get an outcome. Our agent chains tool calls across your entire stack to execute multi-step workflows from a single instruction.

Fortified Data Privacy

This isn't a "wrapped" cloud service. [Product Name] runs entirely within your VPC. Your data never leaves your infrastructure, meeting the strictest compliance and residency requirements from Day 1.

agent · reasoning trace
Instruction
"Prep me for the Salesforce Sync meeting."
01
Context Retrieval
Scanning embeddings for history
vector search "salesforce sync"k=12 results
found 3 Confluence pages · 47 Slack messages · 2 JIRA threads
last meeting: Nov 14 · open item: data residency decision pending
02
People Discovery
Checking calendar history
querying Outlook → previous "Salesforce Sync" attendees
found 5 recurring attendees · cross-referencing current invite
current invite has 4 of 51 discrepancy flagged
03
Reasoning
Identifying the gap
missing: Jordan Kim · Lead Architect
Confluence context: Jordan owns data residency decision — open item
assessment: meeting cannot resolve open item without them
04
Execution
Drafting and sending
agenda drafted from Confluence history + open items
dry-run mode: no changes made to production — invite pending review
Jordan Kim added · Salesforce context doc attached
Done — 4 actions taken
Meeting context compiled from 3 Confluence pages + 47 Slack messages
Jordan Kim (Lead Architect) added to invite
Agenda drafted · open items from Nov 14 included
Invite staged for approval — dry-run complete

Fortune 500 companies lose $31.5B annually from knowledge hoarding. Employees waste 1.8 hours daily searching for information that already exists somewhere. 30-50% of institutional knowledge walks out the door with every key departure.

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Integrations

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Your stack, already connected.

Native MCP support means if your tools are connected, the agent is ready. No custom integrations. No setup sprint.

Ready to Request Early Access?

No spam. We'll respond within 48 hours.

For security briefings or partnership inquiries: contact [at] aeriesec.io