Your Business Knowledge,
Protected & Accessible

Corbie AI shields your organization from lost knowledge, blind spots, and decisions made on incomplete information. One intelligent layer across every system you already use.

Schedule a Demo See How It Works

The Shield Your Business Data Deserves

Protects you from the risks hiding in disconnected systems. Corbie quilts together the best AI engines into one platform that actually understands your business.

175+
File Types Analyzed
460+
Automated Workflows
72
Intelligence Capabilities (AI)
278K+
Documents Indexed
USA
Cloud Hosted

Corbie for Sales

Client Intelligence

Protects you from walking into meetings unprepared. Know more about the prospect than they know about themselves.

✓ Client 360 Reports — Complete dossiers in 5 minutes, not 5 hours
✓ Meeting Prep — Auto-generated talking points before every call
✓ Tech Stack Discovery — Know their infrastructure before you dial
✓ CRM Auto-Enrichment — Bright Data + LinkedIn scraped and merged
✓ Deal Risk Scoring — Win probability with explanations
✓ Competitor Intelligence — Know who else is in the deal
✓ Email Sentiment — Track relationship health automatically
✓ Pipeline Forecasting — AI-powered revenue predictions

"Where did you guys get all this information?"

— CIO, $300M company

Corbie for Legal

Contract Intelligence

Review contracts in 30 seconds. Know what's favorable, what's risky, and what needs negotiation.

✓ Legal RAG — Trained on your redlines and approved terms
✓ Risk Assessment — High/Medium/Low with explanations
✓ MSA, SOW, NDA — All contract types supported
✓ Negotiation Points — Suggested counter-terms
✓ Liability Cap Analysis — Compare to industry standards
✓ Indemnification Review — Mutual vs one-way detection
✓ Precedent Search — Find how you handled similar clauses
✓ Contract Renewal Alerts — Never miss an expiration
✓ FOIA AI Redaction — Automated redaction for government records requests

"Your legal team is phenomenal!"

— Partner (didn't know it was Corbie)

Corbie for Meetings

Meeting Intelligence

Never lose meeting context again. 24 AI agents process every conversation into actionable intelligence.

✓ Standardized Reports — Same format every time, automatic
✓ Action Items — Extracted and assigned automatically
✓ Attendee Profiles — Who was there, what they said
✓ Historical Context — References past meetings automatically
✓ Otter.ai Integration — Auto-imports every transcript
✓ Follow-up Drafts — Ready-to-send email summaries
✓ Decision Tracking — What was agreed, by whom
✓ Teams/Slack Alerts — Push summaries where you work

Built because sales and engineers never remembered the same meeting

Better Than Copilot

And You're Already Paying $30/mo

Copilot just doesn't do very much. We quilt together the best 6-9 AI engines to actually solve problems.

✓ Multi-Engine — Claude, GPT-4, Gemini working together
✓ Your Data — Trained on YOUR emails, docs, and meetings
✓ Prompt Router — Knows which AI to use for each task
✓ Real Workflows — Not just chat, actual automation
✓ Tool Calling — AI executes tasks, not just suggests
✓ Context Window — 200k tokens vs Copilot's 8k limit
✓ Custom Agents — 24 specialized agents, not one generic bot
✓ No Extra Licenses — Works with your existing M365
✓ Cost Transparency — See exactly what every query costs, per session

"This does so much more than Copilot"

— Every demo reaction

Security Reality Check

The Governance Gap

Deploying AI without proper governance creates real exposure. Here's what most organizations miss.

Risk
Typical AI Exposure
Corbie Mitigation
Employees accessing unauthorized data
Surfaces anything the user has access to — most orgs have over-permissioned systems
Persona-based filtering at the AI layer; even if permissions are loose, Corbie enforces role-appropriate access
Sensitivity labels not applied
Requires labels applied before deployment; retroactively labeling years of documents is a massive project
Auto-tags every ingested document with classification, source, and persona access during ingestion — not after
No AI audit trail
Basic audit logs; no AI-specific query trail showing what data the AI accessed
Full audit trail: every prompt, every data source accessed, every output generated — exportable for compliance
Consumer AI data leakage
Employees already using personal ChatGPT/Claude accounts with company data — nothing prevents this
Replaces the need for consumer AI tools by providing a governed alternative that's actually more capable

Six Layers of Defense-in-Depth

The same security model used by financial institutions and government contractors.

1

Perimeter

Cloudflare DDoS protection, WAF with OWASP rules, bot detection

2

Network

Zero public ports, Cloudflare Zero Trust tunnel, TLS 1.2+ everywhere

3

Identity

Azure AD / Entra ID with SSO and MFA, role-based security groups

4

Application

Agent Gateway with SSL, Redis-encrypted sessions, input sanitization, goal hijack detection

5

Classification

AI-powered Microsoft Purview labels (13 levels), automatic PII detection at ingestion

6

Data Protection

AES-256 encryption at rest, schema-per-tenant isolation, separate vector collections per client

OWASP Agentic AI Top 10 — Implemented & tested
ISO 42001 — Aligned with governance framework
NIST AI RMF — Aligned

Data Governance

Security & Compliance

"How do you keep people out?" Built a governance engine because your data lake needs walls.

✓ Microsoft Purview — Auto-classification as data ingests
✓ Persona Tagging — Who can see what, automatically
✓ USA Cloud Only — Azure, no overseas code
✓ Audit Trail — Every access logged
✓ PII Detection — Auto-redact sensitive info
✓ ROT Cleanup — Identify redundant, outdated, trivial data
✓ Retention Policies — Auto-archive and purge rules
✓ Compliance Reports — Exportable audit documentation
✓ CORVID Self-Healing — Autonomous daemon validates data integrity across vector, SQL, and CRM systems 24/7
✓ Decision Audit Trail — Every strategic decision logged with full supersede chain

746 automated tests validate every deploy — 207 unit + 539 end-to-end

Unified Data Platform

Your Business Brain

Like building a house — you need a proper foundation. Data lake + vector DB + tagging system.

✓ 1536-Dimension Vectors — Semantic understanding, not keywords
✓ Relationship Database — Knows how your data connects
✓ Universal Ingestion — Email, CRM, files, transcripts, calendars
✓ Never Forgets — AI forgets, Corbie remembers everything
✓ Qdrant Cloud — Enterprise vector DB, sub-second search
✓ Azure SQL — Structured entity storage with relationships
✓ Hybrid Search — Semantic + keyword for best results
✓ Real-time Sync — Data indexed within minutes

Started at 786d, now 1536d — evolved for speed

Sound Familiar?

Your team spends hours searching for information that should be at their fingertips.

Hours Wasted

Searching through emails, CRM, and documents for basic information

IT Bottleneck

Waiting for IT to generate reports that take days

Knowledge Walks Out

When employees leave, critical knowledge goes with them

Data Silos

Information scattered across 10+ disconnected systems

Corbie AI

How Corbie AI Works

Watch your scattered data transform into institutional intelligence

YOUR EXISTING SYSTEMS
Microsoft 365 Email & Calendar
HubSpot CRM & Deals
Teams/Otter.ai Transcripts
SharePoint Documents
Slack/Teams Messages
+
Growing + More via MCP
CORBIE INTELLIGENCE
PROCESSING
UNDERSTANDING
MEMORY
Corbie
278,000 Vectors
1536-dim
Semantic
Context
Relations
🧠 Semantic Understanding
🔗 Cross-Reference
📊 Pattern Detection
🔐 Role-Based Access
YOUR TEAM GETS

Instant Answers

"What did we discuss with Acme Corp last quarter?"

~5 sec

Auto Reports

Client briefs, deal summaries, weekly digests

5 min vs 4.7 hrs

Proactive Insights

"Deal at risk: no contact in 14 days"

Automated
↓ FLOWS INTO ↓

Not just search.
Institutional Memory.

✗
Keyword Search: Returns 847 documents containing "Acme"
✗
Copilot: Summarizes your last email to Acme
✓
Corbie: "Acme's renewal is in 45 days. Based on 23 touchpoints, sentiment is positive. They mentioned budget concerns in the Nov call. Similar deal closed at 15% discount."
Others
📄 Email: RE: Acme Meeting
📄 Doc: Acme_Proposal_v3.docx
📄 Email: FW: Acme Contract
📄 + 844 more results...
Corbie
🎯 Acme Corp Intelligence
23 touchpoints • 45 days to renewal
Sentiment: Positive ↗
⚠️ Budget concern flagged (Nov 12)
💡 Similar deal: 15% discount worked
1

Connect

Secure API connections to your existing systems. Your data stays where it is.

2

Learn

Corbie builds a semantic understanding of your business context and relationships.

3

Deliver

Ask questions in plain English. Get contextual answers in seconds, not hours.

See Corbie in Action

Click a question to see how Corbie responds

C
Corbie AI
Online

Click a question below to see Corbie's response

Try asking:

Corbie AI

How Corbie Compares

Not all AI is built for business. Here's what makes Corbie different.

💬

ChatGPT & Others

General AI Chatbots

✗ Forgets you after every chat
✗ Can't see your CRM or emails
✗ Only talks — can't take action
✗ Same for everyone
Best for: Personal research
Ⓜ️

Microsoft Copilot

$30/user/month

✓ Built into Word & Outlook
✓ Sees SharePoint files
✗ Blind to HubSpot, Salesforce
✗ No memory of preferences
Best for: Microsoft-only teams
Corbie AI

Corbie AI

Business Intelligence

✓ Remembers your business
✓ Connects all systems
✓ Takes action for you
✓ Learns over time
Best for: Businesses who need AI that knows them

See the Difference

"What's our history with ABC Corp?"

ChatGPT

"I don't have information about ABC Corp. Can you tell me more?"

Copilot

"Found 3 documents in SharePoint mentioning ABC Corp..."

Corbie

"ABC Corp is a prospect since March. Sarah is the contact. Last email Tuesday about pricing. Meeting Thursday. Deal: $45K. Here's the timeline..."

Capability ChatGPT Copilot Corbie AI
Remembers your business ✗ ✗ ✓
Connects to your CRM ✗ ✗ ✓
Searches email + CRM + docs together ✗ M365 only ✓
Takes real action ✗ Limited ✓
Custom workflows ✗ ✗ ✓
Learns over time ✗ ✗ ✓
💬

General AI

Smart about the world.
Knows nothing about you.

Ⓜ️

Microsoft Copilot

Smart about Microsoft.
Blind to everything else.

Corbie AI

Corbie AI

Smart about YOUR business.
And takes action.

Calculate Your Savings

See how much time and money Corbie can save your team

5 10 100
2 hrs 8 hrs 20 hrs
$20 $75 $400

Annual Time Saved

3,328

hours per year

Estimated Annual Savings

$249,600

Equivalent To

1.6 full-time employees

Meanwhile, Copilot Would Cost You

$3,600/yr

+ $50–100K governance project before you can safely deploy it

56x

Intel reports
4.7 hrs → 5 min

180x

Activity lookup
30 min → 10 sec

60x

Meeting prep
2 hrs → 2 min

* Based on 80% time reduction for information retrieval tasks. 52 weeks/year, 2080 working hours/FTE. Copilot cost = $30/user/month (Microsoft 365 Copilot license). Governance estimate from industry average for SharePoint permissions audit, sensitivity labeling, and Purview configuration.

⚡ Force Multiplier

One Person. The Output of a Team.

Your 10-person team just became 13. Here's the math.

Customer Intelligence Report

Without Corbie 4.7 hours
282 minutes
With Corbie 5 minutes
56x faster
56x
Intel Reports
4.7 hrs → 5 min
180x
Activity Lookup
30 min → 10 sec
90x
Context Search
45 min → 30 sec
60x
Meeting Prep
2 hrs → 2 min
Task Without Corbie With Corbie Multiplier
Customer intelligence report 4.7 hours 5 minutes 56x
"What did [person] do today?" 30+ minutes 10 seconds 180x
New hire knowledge access 3-6 months Day 1 ~90x
Meeting prep (full history) 2 hours 2 minutes 60x
"Do we have a relationship with X?" 15-30 min 5 seconds 180x
Audit trail lookup 8+ hours 5 minutes 96x
Key employee leaves (knowledge loss) 6-12 mo recovery Zero loss ∞
~75x
Average Task Multiplier
8-12 hrs
Saved Per Employee/Week
+2-3 FTEs
Equivalent Per 10 Employees

"Not surveillance. It's a force multiplier."

Calculate Your Savings
Corbie AI

Real-World Use Cases

Corbie AI

See how teams use Corbie AI every day.

Sales Intelligence

"What do we know about ExxonMobil?"

Corbie AI searches all emails, meeting notes, and CRM data to deliver a complete customer profile in seconds.

2-3 hours of research → 30 seconds

Production Intelligence

"What's our production bottleneck this week?"

Production teams get instant insights from manufacturing, scheduling, and supply chain data without waiting for IT.

Self-service analytics for production teams

Executive Briefings

"Prepare me for my meeting with the CFO"

Get a complete briefing with relevant history, open items, and suggested talking points.

Always prepared, never surprised

Knowledge Retention

"How did we resolve the 2023 supply chain issue?"

Institutional knowledge is preserved forever. New hires access years of company wisdom instantly.

Knowledge never walks out the door

Legal & Contract Review

"Review this NDA and flag anything non-standard"

Upload a contract, get risk scoring, liability analysis, and negotiation points in seconds. MSAs, NDAs, SOWs — all supported.

2 hours of legal review → 30 seconds

Document Generation

"Create a SOW for the TriState project"

Produces real Word documents and Excel reports — not just chat responses. SOWs, data maps, IT assessments, briefings ready to send.

Production-ready docs, not drafts

Deal Intelligence

"What's our win probability on the Acme deal?"

AI-powered deal scoring with risk signals, momentum tracking, and coaching recommendations based on your actual pipeline history.

Stop guessing, start knowing

Prospect Research

"What tech stack does Meridian Health run?"

Web scraping + job posting analysis + LinkedIn intel discovers a prospect's technology, vendors, and pain points before you even call.

3 hours of research → 30 seconds
275K+ Documents Indexed
Corbie AI

Connects to Everything You Use

One platform that unifies all your business systems.

CRM & Sales

Salesforce ◐
HubSpot
Dynamics
Pipedrive
Zoho
Freshsales
SugarCRM
Copper

Microsoft 365

Outlook
Teams
SharePoint
OneDrive
Excel
Word
PowerPoint
Planner

Google Workspace

Gmail
Drive
Calendar
Sheets
Docs
Meet
Slides
Forms

Communication

Otter.ai
Slack
Teams
Otter.ai
RingCentral
Webex
GoTo
Discord

Databases

SQL Server
PostgreSQL
MySQL
MongoDB
Oracle
Snowflake
Redis
Cassandra

Cloud Platforms

Azure
AWS
GCP
Cloudflare
DigitalOcean
Heroku
Vercel
Akamai

ERP & Finance

SAP
NetSuite
QuickBooks
Xero
Sage
Workday
ADP
FreshBooks

Project Management

Jira
Asana
Monday
Trello
Notion
Confluence
ClickUp
Basecamp

IT & Security

ServiceNow
Zendesk
Purview
Okta
Entra ID
Freshservice
1Password
Splunk

AI Platforms

Claude
OpenAI
Gemini
Azure AI
Bedrock
Mistral
Grok
HuggingFace

Don't see your system? We can connect to it.

+ Any system with REST API, ODBC/JDBC, or file export capabilities

Corbie AI

What Corbie AI Protects You From

One intelligent shield across all your business data. Every feature built to eliminate a specific risk.

Knowledge Search

Protects you from decisions made on incomplete information. Ask in plain English, get answers from every system instantly.

"What do we know about ABC Corp?"

Automated Reports

Protects you from manual work stealing hours from strategy. Intelligence reports generated on demand, not in days.

"Generate a briefing for my meeting with ExxonMobil"

Meeting Intelligence

Protects you from losing critical decisions and action items. Every meeting captured, summarized, and searchable forever.

"What was decided in last week's project review?"

Data Correlation

Protects you from blind spots in your most important relationships. Connects the dots across every system automatically.

"Show me the complete history with this customer"

Trend Analysis

Protects you from silent failures that become outages. Spots patterns and anomalies before they become crises.

"What's the trend in support tickets this quarter?"

Institutional Memory

Protects you from losing institutional knowledge when people leave. Your company's wisdom preserved and accessible forever.

"How did we handle the 2023 supply issue?"

New: Proactive Intelligence

Corbie doesn't wait for you to ask. These features deliver intelligence automatically.

Company Intelligence

●
Company Status Reports — Per-client weekly status synthesized from HubSpot, email, and transcripts
●
Deal Status Pulse — Live heat indicators on every client card showing deal health
●
Company Pulse — Daily materialized business intelligence snapshots per account
●
Deal Movement Tracking — Automated pipeline progression monitoring with alerts

Morning Intelligence

●
Client-Centric Daily Digest — Morning email grouped by client with deal status, meetings, and action items
●
AI Morning Summary — Personalized briefing highlighting what changed overnight across all accounts
●
Team Activity Dashboard — Per-member meeting count, deal engagement, and activity metrics
Real Output

What Corbie AI Generates

These are representative examples of Corbie AI output. All data shown is fictional.

MR
Marcus Rivera
VP of Operations — Apex Manufacturing
CHAMPION ACTIVE DEAL
Deal Value
$340K
Last Contact
2 days ago
Team Identified
Marcus R.
VP Ops
Linda K.
CFO
Dev P.
IT Dir
Meeting History
MAR 8 Discovery Call
MAR 11 Technical Deep Dive
MAR 15 Proposal Review (scheduled)

Contact Intelligence Report

Dossier with team grid, meeting timeline, opportunities, and next steps.

Sources: Email, CRM, Transcripts, Web
CTO 4-Week Briefing
February 4 - March 4, 2026
!
Apex Mfg wants CTO engagement
Active project, requesting executive meeting
*
AI Presentation — March 12
Final prep meeting scheduled
$2.4M
Pipeline
22
Deals
78
Contacts
Priority Actions
P0 Set meeting with Apex Mfg
P0 Review AI pitch materials
P1 Follow up on $260K deal
P2 Clean up pipeline (5 past due)

Executive Briefing

4-week catch-up: pipeline, email activity, meetings, deals, and patterns.

Sources: Email, Calendar, CRM, Transcripts
Corbie AI
Implementation Roadmap
Prepared for [Client] | March 2026
30-Day Quick Wins
RFP bottleneck -80% time
CRM auto-population 0 manual entry
SOW generation -90% time
220+
Hrs/Mo Saved
1.3
FTE Equivalent
Implementation Phases
1
Wk 1-3 Foundation + First Win
2
Wk 2-4 CRM + Production Data
3
Wk 3-6 Persona Portal
4
Mo 2-4 Advanced Integrations

Client Roadmap

Custom implementation plan with ROI projections, persona mapping, and phased delivery.

Sources: Discovery meeting, tech stack analysis
Advanced Intelligence

Data That Works for You

Beyond search. Corbie automatically classifies, analyzes, and surfaces insights from your business data.

ROT Analysis

Redundant, Obsolete, Trivial

Automatically identify data that's cluttering your systems. Know what's duplicate, what's outdated, and what doesn't matter.

Redundant: Duplicate files and emails
Obsolete: Outdated documents and data
Trivial: Low-value content to archive

"Show me files that haven't been accessed in 2+ years"

Legal Contract Review

MSAs, NDAs, SOWs

Upload contracts and get instant analysis. Corbie extracts key terms, identifies risks, and compares against your standards.

Extract payment terms and liability caps
Flag non-standard clauses automatically
Compare against 78+ indexed legal documents

"Review this MSA and flag anything unusual"

Automatic Data Classification

13 sensitivity labels applied automatically at ingestion — not after. PII auto-detected (SSN, credit cards, salary data).

Restricted
Highly Confidential
Confidential
Sensitive
Internal
Private
Public
Legal Hold
PII Detected
Financial
HR/Personnel
Client Data
Unclassified

The Semantic Backbone of Corbie AI

Corbie AI

Five integrated layers that unify your scattered data into secure, actionable business intelligence.

Corbie AI - Unified Business Intelligence - Five layers: Data Sources, Ingestion & Classification, Intelligence Core, Automation & Orchestration, Outputs

From foundational ontologies to the AI interface, Corbie AI builds semantic understanding that connects your data silos into one intelligent system.

Corbie AI Reports

Real Reports. Real Intelligence.

See what Corbie AI generates automatically — no templates, no manual research, just ask and receive.

Client 360 Intelligence Report

Generated in 5 minutes, not 5 hours

Sample Client 360 Report showing executive summary, company profile, and key contacts
Click to view full report
✓ Executive summary with key opportunities
✓ Company profile from 10+ data sources
✓ Key contacts with relationship history
✓ Technology stack and pain points
✓ Recommended next steps with action items

Combines: HubSpot CRM • M365 Emails • Otter Transcripts • LinkedIn • Web Scrape

Data Governance & ROT Report

Know what to keep, archive, or delete

Sample ROT Analysis Report showing entity classification and sensitivity breakdown
Click to view full report
✓ All ingested entities analyzed automatically
✓ Sensitivity classification by Purview labels
✓ Redundant, Obsolete, Trivial detection
✓ Storage cost savings opportunities
✓ Compliance-ready audit documentation

Integrates: Microsoft Purview • Azure SQL • OneDrive • SharePoint • Email

Meeting Intelligence Report

Every meeting becomes actionable intel

✓ Automatic summary from Otter transcripts
✓ Action items extracted and assigned
✓ Key decisions documented with context
✓ Follow-up email drafted automatically
✓ Historical context from past meetings

Sources: Otter.ai • M365 Calendar • Teams • Email History • CRM Notes

Sales Intelligence Report

Win more deals with AI-powered insights

✓ Deal health scores with win probability
✓ Competitor intelligence and positioning
✓ Stakeholder mapping and influence
✓ Recommended next best actions
✓ Pipeline forecasting with confidence

Powered by: HubSpot • Email Sentiment • Meeting Notes • LinkedIn • Web Intel

CTO / Executive Briefing

Board-ready technology intelligence

Sample CTO Briefing showing technology assessment and strategic recommendations
Click to view full report
✓ Technology landscape and risk assessment
✓ Strategic recommendations with ROI projections
✓ Vendor comparison and market positioning
✓ Exportable as Word document or presentation
✓ Auto-generated from CRM + email + meeting data

Sources: HubSpot • M365 • Otter Transcripts • BrightData Web Intel • LinkedIn

Legal Contract Review

MSA, NDA, SOW analysis in 30 seconds

✓ Risk scoring — High/Medium/Low with explanations
✓ Liability caps vs industry standards comparison
✓ Negotiation points with suggested counter-terms
✓ FOIA redaction for government records requests
✓ Precedent search across your contract history

Powered by: Legal RAG • Your Redlines • Industry Benchmarks • Contract History

Security Audit Report

Comprehensive infrastructure security scan

✓ Dependency vulnerability scanning (CVE detection)
✓ Credential exposure detection in source code
✓ Port and protocol change tracking
✓ Docker container health monitoring
✓ Permission and access control auditing
✓ Credential rotation tracking and alerts
✓ Firewall and network impact assessment
✓ Prioritized remediation recommendations

Scans: Python/Node Dependencies • API Keys • SSH Keys • Docker • Azure Key Vault • File Permissions

24 specialized agents generate these reports on demand

Just ask: "Give me a Client 360 on Acme Corp" — report delivered in minutes

Corbie AI

Why Corbie AI Actually Works

It understands meaning, not just keywords.

Traditional Search

Search for "pricing discussion" and miss emails that said "budget," "cost structure," or "rates."

Search: "pricing" → 3 results
Missed: 47 relevant conversations

Or Write SQL Across 6 Tables...

Need IT to write complex queries joining multiple databases:

SELECT e.subject, e.body, c.name,
       m.transcript, d.content, n.notes
FROM emails e
LEFT JOIN contacts c ON e.contact_id = c.id
LEFT JOIN meetings m ON c.id = m.contact_id
LEFT JOIN documents d ON c.company_id = d.company_id
LEFT JOIN crm_deals cd ON c.id = cd.contact_id
LEFT JOIN notes n ON cd.id = n.deal_id
WHERE (e.body LIKE '%pricing%'
   OR e.body LIKE '%budget%'
   OR e.body LIKE '%cost%'
   OR m.transcript LIKE '%pricing%'
   OR d.content LIKE '%rates%')
AND c.company = 'ABC Corp'
ORDER BY e.date DESC;

Wait 2-3 days for IT. Still miss related content.

Or Query MongoDB/NoSQL...

Still need complex aggregation pipelines across collections:

db.emails.aggregate([
  { $match: {
    $or: [
      { body: /pricing|budget|cost/i },
      { subject: /pricing|budget/i }
    ],
    "contact.company": "ABC Corp"
  }},
  { $lookup: {
    from: "meetings",
    localField: "contactId",
    foreignField: "contactId",
    as: "meetings"
  }},
  { $lookup: {
    from: "deals",
    localField: "contactId",
    foreignField: "contactId",
    as: "deals"
  }},
  { $unwind: "$meetings" },
  { $sort: { date: -1 }}
])

Complex pipelines. Still keyword-based. Still misses "rates" = "pricing".

Corbie AI Search

Ask about pricing and find everything related - regardless of exact words used.

Ask: "What did we discuss about pricing with ABC Corp?"
Found: 50 relevant items across email, CRM, meetings

The 1536-Point Tag System

Every piece of your data gets a unique "fingerprint" of 1536 meaning tags - capturing topic, intent, sentiment, and relationships.

1

Tag Everything

Each email, document, and note gets scored on 1536 dimensions of meaning - topic, intent, sentiment, relationships, and more.

2

Similar Tags = Related Ideas

"Budget email from CFO" and "pricing discussion with finance" get similar tag patterns - so they're found together, even with different words.

3

Your Question Gets Tagged Too

When you ask a question, it gets the same 1536-point fingerprint - then we find all data with matching patterns instantly.

4

Persona Tagging

Every document tagged with who can see it — Executive, Sales, Production, IT. Role-based access enforced at the AI layer, not just SharePoint permissions.

5

Security Classification

Auto-classified with Microsoft Purview sensitivity labels — 13 levels from Public to Restricted. PII auto-detected (SSN, credit cards, salary). Governance built into ingestion, not bolted on after.

1536D → 3D projection
● Data points ● Your query

1536-Dimensional Space: Similar items cluster together. Your question finds matching patterns instantly.

Single Email Vector Tag (1536 dimensions)

EMAIL-47291
From: sarah.chen@acme.com
Subject: Q3 Budget Review - Action Items
"Following up on yesterday's CFO meeting regarding the pricing adjustments..."
Finance
.94
Budget
.91
Executive
.87
Pricing
.85
Quarterly
.79
Action
.76
Meeting
.72
Formal
.68
Technical
.15
Legal
.08
Marketing
.05
HR
.03
... +1524 more dimensions
Vector: [0.94, 0.91, 0.87, 0.85, 0.79, 0.76, 0.72, 0.68, 0.15, 0.08, 0.05, 0.03, ...1524 more]

This email will be found when you ask:

"What did we discuss about pricing?" (.85 match)
"CFO meeting follow-ups" (.87 match)
"Q3 budget decisions" (.91 match)

"1536 dimensions of understanding - that's how Corbie knows 'budget' and 'pricing' are the same conversation."

1536

Dimensions of meaning per item

4.7hrs→5min

Report generation time savings

<30s

To search years of company data

Zero

Training required for your team

Your Day, Transformed

See how a simple client question changes everything

Before Corbie
1

Search CRM for contact

10 minutes

2

Dig through email threads

15 minutes

3

Check meeting notes

10 minutes

4

Ask colleague for context

15 minutes

5

Compile findings manually

10 minutes

60 minutes

+ interrupted workflow

With Corbie
1

"@Corbie what's the latest on Acme?"

5 seconds to type

Complete answer with context

Instant response

Corbie's response includes:

  • Last 5 email exchanges
  • Recent meeting summaries
  • Deal status & next steps
  • Key contacts & relationships
10 seconds

Zero context switching

360x faster for this single question

Intelligence Where You Work

Corbie lives in Microsoft Teams. Ask questions, get briefings, and receive alerts without leaving your workflow.

Microsoft Teams - Corbie AI

@Corbie what's the latest on Groundworks?

C

Groundworks Summary:

  • • Last contact: 3 days ago (email from John)
  • • Open deal: $45K cybersecurity assessment
  • • Health score: 78% (down from 85%)
  • • Next action: Follow up on proposal review

View full Client 360 report

Morning Briefings

Start your day with AI-generated summaries of what matters. Delivered to your Teams channel at 8am.

Call Prep Cards

Before every meeting, get a card with context: recent emails, deal status, key contacts, and talking points.

Risk Alerts

Get notified when relationships cool off, deals stall, or competitors are mentioned. Never be blindsided.

Weekly Leaderboard

Celebrate wins, track team performance, and identify coaching opportunities with automated weekly summaries.

"The best AI is the one you actually use."

Corbie meets your team where they already work — no new apps to learn.

Corbie AI

Enterprise-Grade Security

Corbie AI

Your data is protected by the same security infrastructure trusted by Fortune 500 companies.

🔐

Microsoft Azure

Enterprise cloud infrastructure

🛡️

256-bit Encryption

Data at rest & in transit

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Complete Audit Trail

Every access logged

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Tenant Isolation

Your data is yours alone

Data Protection

  • Encryption Everywhere

    TLS 1.2+ in transit, AES-256 at rest via Azure TDE

  • Azure Key Vault

    Secrets managed by Microsoft's enterprise vault - zero hardcoded passwords

  • Data Classification

    Microsoft Purview automatically labels sensitive content

Access Control

  • Azure Active Directory

    Same enterprise SSO as Microsoft 365 - your team already knows it

  • Role-Based Permissions

    Sales sees sales data, HR sees HR data - automatic filtering

  • Zero Trust Architecture

    Cloudflare Access protects every endpoint - verify every request

Threat Protection

  • Microsoft Defender

    AI-powered threat detection for databases and servers

  • DDoS Protection

    Cloudflare edge network absorbs attacks before they reach you

  • Real-time Monitoring

    24/7 automated alerting on suspicious activity

Compliance Ready

  • Enterprise Security

    SOC 2 controls implemented on Azure's certified platform

  • GDPR Compliant

    Data residency controls and right-to-deletion support

  • HIPAA Ready

    BAA available for healthcare customers (Q2 2026)

Common Security Questions

Where is my data stored?

Microsoft Azure (East US 2 region). Data never leaves the US unless you choose a different region.

Can other customers see my data?

Never. Each customer gets isolated storage with separate encryption keys. Your data is invisible to others.

What happens if there's a breach?

Encrypted data is unreadable without keys. We have incident runbooks, automated detection, and will notify you within 72 hours per GDPR.

Do you train AI on my data?

No. Your data is used only to serve you. We never train models on customer data or share it with AI providers.

Ready to Get Started?

Schedule a demo to see how Corbie AI can transform your business intelligence.

Schedule a Demo