Pilot program now open

Stop BEC attacks
with behavioral AI

Chimera Secured detects Business Email Compromise by fingerprinting how each person actually writes — not what they say, but how they say it. When an attacker takes over an inbox, the writing changes. We catch that.

$3.0B
BEC losses in 2025 (FBI IC3)
3
Independent analysis layers
0
Email bodies leave your tenant

Designed for enterprise security teams

BEC is the most expensive
cybercrime on Earth

Business Email Compromise doesn't trip firewalls, bypass MFA, or exploit CVEs. The attacker writes an email from the real account asking for a wire transfer. Traditional security tools see a legitimate email from a legitimate sender — and let it through.

Chimera Secured asks a different question: does this email sound like the person who owns this inbox?

Business Email Compromise
$3.0B reported losses (2025)
Ransomware
$1.1B reported losses
AI-Augmented BEC
400% increase since 2022

Three independent analysis layers.
One calibrated verdict.

No single signal catches every attacker — especially not the sophisticated ones. Chimera Secured runs three orthogonal analysis layers on every outbound email, each designed to fail differently, and composes them through a proprietary ensemble calibration engine that weights each signal against the content context of the message. The same weak signal produces opposite verdicts depending on whether the email is about lunch or a wire transfer.

Your emails never leave
your environment. Ever.

This isn't a policy promise — it's an architectural constraint enforced at the deployment layer. The analysis engine runs entirely inside your Microsoft 365 tenant. The only artifact that crosses your boundary is an abstract behavioral fingerprint that cannot be reverse-engineered back into email content. There is no endpoint, no path, and no configuration flag that changes this.

Your Environment
Analysis Engine
Real-Time Scoring
All three analysis layers run here, inside your tenant. Email bodies are processed in memory and never persisted.
Profile Builder
Behavioral Profile Construction
Reads sent-mail history, builds the per-user behavioral fingerprint, then discards the source material. Only the abstract profile survives.
Admin Controls
Feedback & Calibration
Your security team reviews verdicts, provides ground-truth labels, and tunes detection thresholds — all within your environment.
Sovereignty
Boundary
Chimera Cloud
Profile Vault
Encrypted Fingerprint Store
Stores abstract behavioral fingerprints only. Contains zero email content. No reconstruction path exists by design.
Model Pipeline
Ensemble Calibration & Training
Continuously refined against large-scale corpora. Produces versioned, signed model artifacts deployed to your tenant.
Intelligence
Anonymized Threat Signals
Opt-in only. Anonymized detection signals contribute to cross-tenant threat intelligence — never content, never metadata.
Behavioral fingerprint only →
← Model updates only
Anonymized signals (opt-in) →

Runs inside your M365 tenant.
Feels like it was always there.

Chimera Secured deploys as a containerized service inside your existing Microsoft 365 infrastructure. No browser extensions, no email forwarding, no MX record changes. Your team controls the deployment, the thresholds, and the rollout phases.

Shadow Mode First

Every deployment starts in log-only mode. Chimera scores every outbound email silently so your team can review detection accuracy on real traffic before any user-visible action is taken. You decide when to escalate to warn or enforce.

📊

Admin Dashboard

Real-time visibility into detection patterns, per-user behavioral profile health, false-positive rates, and content-risk distribution. Every verdict is explainable — your SOC can see exactly which layers fired and why.

👥

Security-Group Policies

Finance and executives get stricter thresholds. General staff get lighter-touch detection. Your security team configures per-group policies that match your organization's actual risk surface — not a one-size-fits-all gate.

Three commitments that
override everything else

🔒

Sovereign by Architecture

Email bodies never leave your tenant — not to our servers, not transiently, not for debugging. The deployment model makes leakage structurally impossible.

Ensembles, Not Silver Bullets

Three independent analysis layers feed a proprietary ensemble calibration engine. Weak style signals on a wire transfer and weak style signals on a lunch email produce opposite verdicts — because the ensemble weights every signal against the content context of the message.

👁

Detection Before Enforcement

Every component ships in log-only mode first, earns its way to warn mode, and only gets enforcement rights after sustained real-world calibration.

What BEC is costing you —
and what prevention saves

Adjust the sliders to match your organization. All figures based on FBI IC3 2025 data and industry averages.

Number of mailboxes5,000
BEC attempts per year (industry avg)12
Average loss per successful BEC$125,000
Current catch rate (without Chimera)35%
Projected Annual Impact
$585,000
estimated losses prevented per year
Current annual BEC exposure$975,000
Currently caught (est.)$341,250

Unmitigated annual risk$633,750
With Chimera Secured (est.)$897,000

Net improvement$585,000

Five-stage adversarial evaluation.
Every release. Every model version.

Detection claims are easy to make and hard to prove. We don't ship confidence intervals from a friendly dataset. Every Chimera Secured model version passes a five-stage adversarial evaluation pipeline — from naive impersonation through state-of-the-art generative attacks — before a single byte reaches your tenant.

Stage 1

Cross-Writer Holdout

Models are evaluated against a holdout corpus spanning 150+ distinct writers with diverse communication patterns — formality ranges, industry domains, message lengths. No writer present in training ever appears in evaluation. This prevents overfitting to specific writing populations.

Protocolk-fold stratified, writer-disjoint
Stage 2

Multi-Tier Adversarial Attack Simulation

We don't just test against random attackers. Our evaluation generates impersonation attempts at five escalating sophistication tiers — from zero-context template attacks through few-shot stylistic mimicry, retrieval-augmented generation with the target's own email history, and multi-model ensemble attacks where multiple LLMs collaborate to break the detector.

Attack tiers5 tiers, escalating sophistication
Stage 3

Calibration Verification

A detector that says "90% confidence" had better be right 90% of the time. Every release undergoes multi-method calibration verification — including proprietary content-conditional recalibration — across all content-risk categories. Calibration curves are tested independently for high-risk content (wire transfers, credential sharing) and low-risk content — because miscalibration in different risk zones has radically different consequences.

TargetECE < 0.03 across risk tiers
Stage 4

False-Positive Stress Testing

Blocking a legitimate CEO email is worse than missing a low-risk attack. Every model version is stress-tested against edge cases designed to trigger false positives: high-context-switching writers, bilingual communicators, ghost-written messages, and emotionally charged content that temporarily alters a person's writing pattern. The model must hold below threshold on all categories.

Requirement< 2% false-flag at operating threshold
Stage 5

Per-Release Regression Gate

No model version ships if it regresses on any prior attack tier. The evaluation pipeline runs fully automated per-commit, comparing AUC, catch-rate-at-fixed-FPR, and calibration metrics against the last three released versions. A single regression on any metric blocks the release pipeline automatically — no human override, no exceptions.

Gate ruleZero-regression policy, automated
150+
Distinct writers in evaluation corpus
5
Adversarial attack tiers per release
0
Regressions permitted to ship

Ready to see it work?

Book a 30-minute demo and we'll show you Chimera Secured detecting impersonation attacks in real time — using your writing style as the baseline.

No commitment required. Pilot slots available for qualifying MSP partners.