Foresee AI · Decision intelligence engine
Thousands of findings in. The few decisions that matter out.
Foresee AI connects signals from you and your vendors, and tells you what to fix first and who should fix it.
What goes in
Third-party signals
Vendor breaches, exposure, assessment answers
Your external exposure
Applications, network, email, brand, threat intelligence
Compliance and AI use
Failing controls, KRIs, AI tools and data flows
Your business context
Which assets, data and vendors matter most
Foresee AI
- Connect ·
- Weigh ·
- Score impact ·
- Apply CISO judgement
CISO-informed
What comes out
What matters most
A short ranked list, not a backlog
Who should fix it
An owner in your team, or the vendor
What the fix is
With the evidence behind it
How it decides
Four steps from signal to decision.
1
Connect
Related findings become one risk.
2
Weigh
Set against your assets, data and vendors.
3
Score impact
Financial, operational, regulatory, with potential financial exposure from historical incident data.
4
Apply CISO judgement
Ranked the way a CISO with 15+ years would.
One risk · Payments processor breach path
3 findings- Critical
Named in a breach disclosure this morning Payments processor
- High
payments-db-02 reachable from the internet, used by Payments processor
- High
Access review overdue for vendor Payments processor
payments-db-02
Card data
Payments processor
PCI DSS · RBI
≈ $1.2M
Card data at risk
Payments down for hours
Reportable incident
Priority decisions
CISO-informed ranking- 1
Payments processor breach path
≈ $1.2MCriticalConnected: 3 findings name the payments processor
Weighed: card data, a Tier 1 vendor, a crown-jewel database
Impact: ≈ $1.2M potential exposure, reportable
Decision: suspend its admin access · Owner: IT
- 2Login page with no MFA on a forgotten subdomain≈ $321kHigh
- 3Source code sent to an unapproved AI toolBlockedHigh
Why it is better
How it compares with typical risk scoring.
What gets ranked
Foresee AI: Connected risks across vendors, exposure, compliance and AI
Typical risk scoring: One score per vendor or asset
How severity is judged
Foresee AI: Business impact for your organisation
Typical risk scoring: Technical severity, the same for everyone
Whose judgement
Foresee AI: Decision principles from CISOs with 15+ years each
Typical risk scoring: A generic model
When it updates
Foresee AI: Continuously, and on events such as a vendor breach
Typical risk scoring: At the next review or scan
What you see
Foresee AI: The ranking, the reasons and the evidence
Typical risk scoring: A number
What happens next
Foresee AI: An owner, a fix and a workflow
Typical risk scoring: A backlog
Every risk, explained
Not a score. A case you can act on.
Each risk comes with how long it has been open, whether it chains into an attack, how you compare with peers, its potential financial exposure, and exactly what to do.
Seventeen web security header gaps across seven customer-facing sites
- Medium
- 243 days unresolved
- Active: web application exploitation chain
- Worse than 88% of comparable companies
- Measured against documented XSS and web-injection attacks
- ≈ $138,000
- Seven customer-facing web applications
- Critically weak for a regulated lender
- 1. Deploy a strict Content Security Policy on all 7 sites
It chains with an exposed admin login into an active attack path, and it has been open 243 days. That raises its urgency 2.5×.
- HighPayments API runs a component with a known HTTP/2 denial-of-service flaw (CVE-2023-44487), unpatched on two instances105 daysIsolated · 1.0×Worse than 92% of peers≈ $321,000Patch both instances and restrict exposure
- MediumSeventeen web security header gaps across seven customer-facing sites, including missing CSP and HSTS243 daysActive chain · 2.5×Worse than 88% of peers≈ $138,000Deploy CSP and HSTS on all seven sites
- LowStorage bucket reference exposed in the page source of a development site44 daysIsolated · 1.0×Better than 83% of peers≈ $5,000Audit bucket permissions
Worked examples
Three findings that look minor alone. One decision together.
Vendor breach
- Third partyPayments processor named in a breach disclosure
- ExposureThe server it connects to is reachable from the internet
- ComplianceAccess review for that vendor is overdue
Critical.Suspend the vendor's admin access until the reassessment is complete.
Owner: IT · Reassessment sent automatically
AI and source code
- AI useSource code sent to an unapproved coding assistant
- ExposureThat code runs an internet-facing payments API
- ComplianceSecure development control is failing
High.Block the tool for that team and rotate secrets in the code.
Owner: Engineering
Phishing in your name
- ExposureLookalike domain registered with a live mail server
- ExposureYour own email domain lacks spoofing protection
- Threat intelligenceActive campaign targeting your sector
High.Take down the domain and enforce email protection.
Owner: Security and IT · Takedown requested
Decisions you can check
AI you can question, not just trust.
Signals, context and impact behind each priority.
Built on the judgement of CISOs with 15+ years each.
Foresee AI recommends. Your team acts.
Payments processor named in a breach disclosure
Breach disclosure names the vendor
payments-db-02 reachable from the internet
Access review for this vendor overdue
Suspend the vendor's admin access until the reassessment is complete.
Foresee AI
Decision intelligence
Why is this ranked first?
Three signals point at one vendor: the breach disclosure, the database it can reach from the internet, and an overdue access review. Together they put card data at risk, with about $1.2M of potential exposure. That outranks the other 46 open risks.
Ask about this decision
Your data
Your risk data stays yours.
Is our data used to train models for other customers?
How Foresee AI handles and learns from customer data is set out in our security documentation, including our SOC 2 report, available under NDA. Request it from the Trust Center.
Does Foresee AI run inside our environment in an on-prem deployment?
Foresee can be deployed on-prem. We walk you through the on-prem architecture, including where Foresee AI runs, as part of the security review.
How is the platform itself secured?
Foresee is ISO 27001 and SOC 2 certified. We hold ourselves to the standards we monitor.
What it doesn't do
Clear limits, on purpose.
It does not change anything in your environment on its own.
It does not replace your team's judgement. It tells them where to spend it.
It does not hide its reasoning behind a single score.
See Foresee AI rank your own risks.
Bring a vendor list or a domain.