// The Platform \\

One platform. IP differentiation.

Epsilon connects to the enterprise operational data store, ranks the decisions that matter for each CXO, and executes the approved ones with guardrails — getting measurably smarter over 90 days.

// From Decision to Execution \\

Moving CXO workflows to real-time execution

01

Ranked real-time decisions

Our IP connects to an enterprise ODS and surfaces ranked decisions and a defined, evolved workflow to each CXO — enriched by proprietary quant models, hidden signals and external data.

02

Executed with guardrails

Approved actions are executed automatically via agents and/or human-in-the-loop — and reported back.

03

AI-native process model

Evolved processes and execution agents gain the full AI advantage, not just AI tool-based productivity gains.

// Decision Authority Matrix \\

Act, delegate, or auto-pilot

A built-in decision authority matrix with three tiers. Human-in-the-loop thresholds decide what Epsilon handles autonomously and what it surfaces — and the boundary shifts as trust is earned.

Auto-execute

Low-stakes, high-confidence

High-frequency actions that need no CXO time — like a standard Day-15 reminder on a healthy account.

CXO nudge

Mid-stakes, clear call

One-tap approve or reject surfaced in a daily digest — like adjusting credit terms on a borderline account.

CXO deliberation

High-stakes or novel

Full context, options and modeled outcomes for relationship-sensitive calls — like escalating a strategic customer to collections.

// CXO Control Panel \\

The queue a CXO actually sees

Chief Clinical Research Officer · Site Performance LIVE
Site 17 — Warsaw
Enrollment 34% below pace · 2 coordinator escalations unanswered
Review
Site 8 — Ghana
Dropout rate rising · 3 patients missed visit window this week
Nudge
42 routine check-ins — Tier-3 sites
Standard reminders on healthy sites · no CXO time needed
Auto-execute
// Inside the Box \\

An inference layer that compounds with every decision

We own the inference layer, not customer data. Four model layers turn raw data into ranked, personal, self-improving decisions.

Layer 1

Bayesian inference

Priors built from that specific CXO's history and outcomes — so signal detection is personal, not a generic industry benchmark. Evidence sharpens the belief.

MAP estimate
Prior (historic) Posterior (recent-weighted)
Layer 2

MCDA + MCMC ranking

Multi-criteria analysis scores every pending decision on impact, urgency, reversibility and confidence, then ranks it — with honest uncertainty, not false confidence.

Decision A Decision B Decision C Decision D whiskers = MCMC uncertainty
Impact × urgency Reversibility × confidence
Layer 3

Contextual bandits (RL)

The autonomous execution gate — and the most defensible moat. It decides whether Epsilon acts or surfaces, learning from every accepted or overridden action.

% autonomous Day 0 Day 90
Autonomy share Accept / override signal
Layer 4

Latent-factor memory

SVD-based models extract a CXO's decision style — risk appetite, speed bias, delegation tendency — and recalibrate every other layer. It compounds over 90 days.

Risk appetite Speed bias Delegation Reversibility Horizon
Learned decision-style vector

Every decision the CXO takes or delegates feeds the memory layer, which recalibrates the rest. The system gets meaningfully smarter over 90 days in a way no static dashboard can replicate. That's the IP.

// Harness Architecture \\

Outcome-based by design

Pre-trained models & stat

Behavior modelling tuned to the enterprise and each CXO.

Synthetic data coupling

Industry benchmarks fused with first-party signal.

Decision & action

Contextual and RL-driven, for real-time execution.

AI-native workflows

Compliance as Executable Logic with MoEs

Security & observability

Seven layers of controls and traceability.

P&L impact harness

Every action tied back to an outcome the CXO owns.

// Security \\

Enterprise-ready, audit-ready

Built to clear the controls that CXOs, their legal teams and CISOs actually check. Seven layers of Security

Day 1

SOC 2 Type II path, a Data Processing Agreement template, an explicit contractual clause of no training on customer data, role-based access controls, and an audit log of every agent action for SOX-readiness.

Day 60

Single-tenant deployment option, SSO / SAML (Okta, Azure AD), data residency controls, a penetration-testing report, and a formal incident-response policy.

📡 🚦 🛡️ 🕵️ 🔍 🔑
7 Google Security Layers — click any ring to inspect
Select a layer
Seven concentric Google Cloud security controls
Click any ring on the left, any orbiting icon, or any row to inspect how that layer protects the Epsilon core.
Tip: hover a ring to preview, click to lock it in.

See the control panel for your tower

Talk to the Epsilon Lab team about ranked decisions, guardrails and the AI-native process model.

Book a Demo