Skip to content

Use cases / Human-layer honeypots

Let the attack
come to us.

Place synthetic identities and controlled attack surfaces where modern campaigns begin and pivot—from social engineering and identity abuse to web, edge, cloud, and agentic workflows.

Built forSecurity teamsThreat intelligenceSecurity engineeringFraud teamsCISOsRisk leaders

01 / Phishing

Look beyond the message.

Traditional controls inspect the email. A synthetic persona can create an opportunity to observe what the attacker does next—without placing a real employee in the conversation.

Account verificationCredential solicitationMalicious linksInvoice fraudExecutive impersonationFake support

Possible intelligence

SenderDomainLinkClaimed identityRequested actionConversation behavior

02 / Vishing

Hear the pretext evolve.

A governed voice interaction exposes more than caller ID: the claim, request, language, infrastructure, and behavioral changes that emerge when a story is challenged.

Governed voice agents keep the synthetic persona consistent, refuse sensitive disclosures, preserve evidence, and keep analysts in control while the attacker reveals more of the pretext.

Extracted intelligence

Phone numberClaimed identityRequested actionLanguagePretextBehavioral patternPossible campaign
VOICE INTERACTIONACTIVE SENSOR
INBOUND / UNKNOWN+1 (312) 555-0184
Engaged

ClaimCaller claims to be IT Support.

RequestRequests approval of an MFA prompt.

BehaviorChanges story after being challenged.

ArtifactProvides a callback number.

03 / Smishing

Follow the thread.

A synthetic mobile identity lets teams study malicious links, fake invoices, account alerts, delivery scams, credential requests, and the follow-up behavior that turns one message into a campaign.

Malicious linksFake invoicesAccount alertsDelivery scamsCredential requestsFollow-up behavior
9:415G
NS
Northstar AlertsUnknown sender

Northstar: Your payroll account has been restricted. Confirm your details: nstar-secure.co/r/82a

Which account is affected?

Your employee deposit profile. Complete verification within 30 minutes to avoid suspension.

Message

04 / Social engineering

Identity context changes the signal.

A message is only part of the story. The persona's role, relationships, public footprint, and channel history help explain why that particular synthetic person was targeted.

DIRECT MESSAGELINKEDIN / 11:22
DR
Daniel RossSenior Recruiter · Meridian Search
Hi Michael—your infrastructure background stood out. I'm supporting a confidential cloud migration role. Could you review the technical brief and sign in with your work account?
Technical briefmeridian-careers.co
Synthetic example · Target fit: IT administrator / cloud access

05 / Executive & finance targeting

Attackers choose people, not inboxes.

Attackers select people based on role, authority, access, and organizational relationships. stickysweet builds coherent synthetic identities around the roles they seek.

SC

Sarah Chen

Finance Manager

WHY TARGETEDFinancial access
InvoicesVendor paymentsBanking workflows
EP

Emily Parker

Executive Assistant

WHY TARGETEDOrganizational relationships
Executive calendarTrusted contactsApproval pathways
MT

Michael Torres

IT Administrator

WHY TARGETEDSystem access
Cloud systemsAuthenticationHelpdesk workflows

06 / Full attack stack

See the campaign around the conversation.

The initial lure is only one layer. stickysweet turns human, identity, application, edge, network, infrastructure, and agentic observations into one dataset so the SOC can understand how access is being attempted and what the adversary is likely to reuse.

01

Identity & authentication

Password spraying · MFA manipulation · device-code phishing · credential replay · canary credential use

02

Web & edge

Reconnaissance · exposed service probing · exploit attempts · automated scanning · application-path discovery

03

Network & infrastructure

Source IPs · ASN and geography · domains · relay infrastructure · protocol behavior · repeated origin patterns

04

Cloud, SaaS & agent workflows

Cloud identity abuse · SaaS pretexts · AI-agent interactions · prompt-driven workflows · malicious integrations

The data advantage comes from correlation: a voice pretext, SSO attempt, web probe, source network, and reused domain can become one campaign instead of five unrelated alerts.

07 / Agentic threats

When the attacker isn't human.

Agentic systems can research organizations, discover identities, enumerate channels, scan applications, chain tools, personalize outreach, manipulate authentication, adapt to defensive responses, and coordinate multi-stage operations with far less human effort.

stickysweet is deception infrastructure for an environment where the entity approaching a synthetic employee may itself be an AI agent—and where defenders need agentic analysis operating across the same campaign timeline.

The same model captures agentic reconnaissance, AI-personalized social engineering, automated authentication probing, web and edge activity, and repeated infrastructure reuse across the full attack sequence.

UNKNOWN ENTITYAutonomous agentBehavior under observation
01Research organization
02Discover identity
03Enumerate channels
04Probe web / edge
05Manipulate authentication
06Adapt social engineering
07Chain follow-on actions

Campaign intelligence

These are not three independent alerts.

Three alerts can be one adversary. stickysweet correlates persona, identity, edge, infrastructure, and behavioral signals into one campaign view so the SOC sees the operation—not just the events.

SC

Sarah Chen

Finance Manager

VoiceHelpdesk impersonationMFA approval requested
MT

Michael Torres

IT Administrator

SSOCanary credential usedAuthentication attempt
EP

Emily Parker

Executive Assistant

EmailAccount security lureCredential reset requested
Actor 81AC · Active campaign

AI-augmented helpdesk intrusion chain

High confidence
7Targeted personas
24Correlated events
Voice · Email · SSO · WebSurfaces
18 minObserved sequence

Synthetic example data · Cross-sensor campaign correlation

For MSSPs & security partners

Turn proprietary telemetry into a managed advantage.

Run repeatable synthetic identity and sensor programs across customer environments while preserving tenant boundaries, campaign context, and the data each SOC needs to hunt and respond.

01Repeatable coverage

Deploy standardized persona and sensor patterns across customers while keeping company, cluster, and telemetry boundaries clear.

02SOC integration

Route high-confidence interactions, evidence, and campaign intelligence into SIEM, SOAR, hunting, and incident-response workflows.

03Shared research

Study infrastructure reuse, agentic tradecraft, cross-channel behavior, and emerging attack patterns across controlled observation programs.

From interaction to full-stack intelligence

Every touchpoint
reveals something.

01Contact
02Identity
03Web / Edge
04Infrastructure
05Actor
06Campaign