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Solutions
Find and Remediate Exposed Data

Find exposed data everywhere it lives. Fix it in a click.

Secrets, PHI, PCI, and PII spread across dozens of SaaS apps in seconds, shared with personal accounts, ex-employees, and the open internet. Nightfall discovers it with 95% precision, scores the risk, and remediates thousands of exposures at once.

The Problem

Sensitive data is hiding everywhere. Permission chaos reigns.

Built-in DLP from CASB, SASE, or app-native tools relies on basic pattern matching, overwhelms teams with false positives, and can’t centralize monitoring across the apps that matter. Meanwhile, the average organization has thousands of inappropriately shared documents nobody can see.

Two problems, one root cause: you can’t fix exposure you can’t find, and you can’t find it with regex.

75–95%
of alerts are false positives

Regex and pattern matching miss the contextual nuances that separate a real exposure from noise.

12+ hrs
a week fixing permissions by hand

IT teams spend days manually correcting sharing settings, one file at a time.

Most
orgs have files shared with the whole internet

Accidental public links, personal-account shares, and access that outlived the employee or vendor.

Zero
visibility into ex-employee access

Incomplete offboarding leaves critical documents open to people who no longer work for you.

How It Works

Discover. Score. Remediate at scale.

API-based integrations with over a dozen SaaS apps, AI detectors with 95% precision, and bulk remediation that fixes thousands of exposures in a few clicks.

AI Security

Secure AI agents and employee AI use, MCP servers, tool calls, and prompts included.

  • AI agent and MCP governance
  • Prompt injection interception
  • Shadow AI prevention

Data Security

Secure AI agents and employee AI use, MCP servers, tool calls, and prompts included.

  • Exfiltration prevention with lineage
  • Discovery and classification
  • Real-time detection and response

Security Operations

Turn data-security events into actionable investigations, with the full story attached.

  • Nyx, the autonomous DLP analyst
  • Insider risk investigations
  • Automated remediation workflows
01
Connect

API-based SaaS integrations

Direct API integrations with over a dozen SaaS applications provide comprehensive visibility without network gateways or proxies, eliminating single points of failure. Connect all your apps in minutes, not months.
  • Slack, Google Drive, Gmail, Jira, Confluence, M365 Teams, OneDrive, Exchange Online, SharePoint, Salesforce, Zendesk, Notion, GitHub
  • Zero-friction deployment, no agents on the SaaS side
  • Shadow AI detection - flag unapproved tools instantly
  • Secure your sensitive assets within a day-ready reports for compliance teams

> connect apps=13 method=api proxies=0 elapsed=14m status=SCANNING

02
Audit

Comprehensive historical

audit

Instantly discover all document permissions and sensitive information in public channels or repositories. Identify every inappropriately shared file, external collaborator, and risky user within hours of deployment.
  • Granular audits by date range, file age, app location, permission setting, user
  • Full context of permission changes in the console
  • Hours, not the months required by traditional tools

> audit scope=google_drive files=1,284,200 public_links=4,312 external_shares=18,904 ex_employee_access=2,117

03
Classify

AI-powered detectors, 95% precision out of the box

Pre-trained LLM and computer vision models classify Secrets & Credentials (NHI), PHI, PCI, and PII. Content classification combined with deep contextual awareness and intent, with no months of tuning.
  • Secrets validated live: API keys, JWT tokens, passwords, connection strings across tens of vendors
  • Relationships between patient identifiers, conditions, and treatments, not just patterns
  • Annotation workflows for true/false positives; detectors retrain on your environment automatically

> classify file="Q3_patients.xlsx" phi=2,140 pci=0 secrets=1(validated:aws) confidence=0.97 risk=HIGH(public_link)

04
Monitor

Real-time monitoring

Detect inappropriate sharing the moment it happens with continuous monitoring that catches risky behavior before data leaves your control. Automatic alerts flag high-risk patterns without overwhelming your team.
  • Instant alerts on high-risk sharing changes
  • Schedule delayed remediation: allow legitimate collaboration, then auto-revoke after minutes, hours, days, or weeks
  • Intelligent grouping reduces alert fatigue

> monitor event=share_external file="MSA_v4.docx" to=vendor.com action=ENCRYPT revoke_at=+30d

05
Remediate

Automated, bulk remediation

Fix thousands of permission issues with a few clicks. Automatically change public links to private, revoke ex-employee or external partner access, or update sharing settings across entire shared drives in seconds instead of weeks.
  • Policies tailored to users and groups synced from Okta, Entra ID, or Google Directory
  • Block, delete, redact, quarantine, encrypt, or notify by risk level
  • Specialized rules for departing employees

> remediate bulk=4,312 action=public→private revoked=2,117(ex_employees) elapsed=41s tickets=jira:18

06
Investigate

Review in the console or your SIEM/SOAR

Simple, intuitive workflows to investigate incidents with complete previews, risk scoring, and context of user and SaaS location. Triage faster with the whole picture: what was exposed, by whom, where, and whether it was high risk.
  • Alerts to Slack, M365 Teams, Jira, or Email with redacted snippets, violated policy, and recommended action
  • Automated Jira tickets assigned to asset owners and tracked to closure
  • APIs and webhooks drive response in your existing orchestration

> alert channel=slack#secops file="Q3_patients.xlsx" owner=r.alvarez policy=PHI_public recommended=REVOKE_LINK jira=SEC-2291

Policy & Enforcement

Six kinds of exposure, one sweep

From public GitHub repos to Slack Connect channels, Confluence spaces to Salesforce records. Deep historical audit plus continuous real-time monitoring.

Secrets

Leaked secrets and credentials

API keys, JWT tokens, passwords, and database connection strings across tens of vendors. Identified, validated, and prevented from exposure with pinpoint accuracy.

PHI · PCI · PII

Regulated data beyond regex

High-precision detection across many dimensions of patient and customer data, including the relationships between identifiers, conditions, and treatments.

Public links

Files shared with everyone

Every document with a public or company-wide link. Flip public to private across entire shared drives in seconds.

Personal Accounts

Shares to unmanaged accounts

Sensitive documents routinely shared to Gmail and other personal addresses. Instant visibility, business-justification prompts, automated revocation.

Offboarding

Access that outlived the employee

Automatically identify and revoke document access for departed employees. Specialized rules for departing staff that keep them productive until the last day.

External Parties

Vendor and contractor sprawl

Monitor and manage document access for vendors, contractors, and partners. Schedule revocation for when the collaboration ends: minutes, days, or weeks later.

Real-World Scenarios

The response matches the risk

AI risk scoring reads context: a document in a public location scores higher than the same file in a private one. Policies tailored to users, groups synced from Okta, Entra ID, or Google Directory, and specific app locations apply the right action without interrupting legitimate work.

Employees stay in the loop: contextual alerts explain what was caught, self-remediation lets them fix it, and external shares prompt for business justification.

Block · delete · redact · quarantine

HIGH RISK

Public link to a file with 2,100 customer records → link revoked, owner notified, Jira ticket opened.

Encrypt · require justification

MEDIUM RISK

Contract shared to a vendor domain → encrypted, sender asked for business justification, revocation scheduled for 30 days.

Monitor · notify · coach

LOW RISK

Employee’s own payslip in a private Drive folder → logged, no alert, Human Firewall tip on safer storage.

Why Nightfall

Built-in DLP vs. Nightfall

CASB / SASE / app-native DLPNightfall
DetectionBasic pattern matching and regex; misses context
Pre-trained LLM and CV models, 95% precision out of the box
False positives75–95% of alerts; extensive manual tuning
Context and intent aware; detectors retrain on your feedback
CoverageCan’t centralize across critical SaaS apps
13+ apps via API, one console, historical audit + real time
RemediationOne file at a time; 12+ hours a week by hand
Thousands of permissions fixed in a few clicks; scheduled revocation
DeploymentGateways, proxies, single points of failure
API-based, minutes to connect, secured within a day

See every exposure in your SaaS stack within a day

Tell us a little about yourself and we’ll connect you with a Nightfall expert who can share more about the product and answer any questions you have.

  • A 30-minute call
  • Tailored to your stack
  • No slideware
Learn more about Nightfall’s Data Discovery & Classification

Not ready for a demo? Read the 2026 AI Agent Risk & Action Report →