Memory
Memory is personal. It is what the AI has lived: experiences, interactions, and events with temporal and episodic structure. It accumulates.
Replicate your key people and train them to work
as productive human-AI tandem.Pressure-test collaboration and alignment in
end-to-end workflow simulations—
from daily stakeholder interactions to board-level strategy.
The Shift
Pair each employee with a digital counterpart that preserves judgment, memory, and working style.
The Pair
Turn artifacts, workflows, and scenarios into a working model of how each person thinks and acts.
The Platform
Simulate moves, compare pathways, and align teams inside one continuous operating environment.
The Outcome
Replace one-off assistance with a human-plus-replica system that gets better over time.
Our Approach
Generic tools assist with tasks. Digital Doubles preserve memory, context, and operating identity.
Teams rehearse decisions with a replica that behaves more like the real teammate over time.
Memory is personal. It is what the AI has lived: experiences, interactions, and events with temporal and episodic structure. It accumulates.
Context is universal. It is what the AI has been told: documents, knowledge bases, uploads, and static content that remains constant over time.
Identity emerges from memory over time. It cannot be configured, only grown. It represents the organic evolution of the AI.
The Product
Digital Double Simulation Studio and Workflow Gym provide the arena where units practice complex workflows, generate and score artifacts, run meetings, and simulate high-stakes decisions with measurable feedback.
A Digital Double is not a chatbot with memory; it is a layered, person-specific intelligence model.
It is formed, retrieved, controlled, calibrated, and versioned through evidence and scenario tests.
Reflections, control models, and pattern tables are produced from the same evidence rather than stacked as one flat layer.
The control scaffold constrains and validates how behavioral claims are deployed.
Each artifact preserves source links, confidence markers, and construction metadata.
Structured elicitation, psychometrics, retrieval, and validation work together.
Behavioral simulationNovel responses are grounded in structured evidence about past decisions, values, and tendencies.
Park et al.Persistent memory, retrieval, and reflection support coherent behavior over time.
Simulacra paperAnswers are grounded by retrieving relevant memory before generation.
RAG paperExpert judgment is captured through incidents, cues, goals, actions, and tradeoffs.
CDM referenceThe system identifies the answer requirements before retrieving content.
Reflections surface by meaning, metadata, and scenario fit — not keyword memory alone.
The final answer is constrained by matrices, governance rules, and auditability.
Structured elicitation, psychometrics, retrieval, and validation work together.
Behavioral simulationNovel responses are grounded in structured evidence about past decisions, values, and tendencies.
Park et al.Persistent memory, retrieval, and reflection support coherent behavior over time.
Simulacra paperAnswers are grounded by retrieving relevant memory before generation.
RAG paperExpert judgment is captured through incidents, cues, goals, actions, and tradeoffs.
CDM referenceThe first Double begins as a high-quality estimate, then earns trust through evidence.
Observed mismatch does not automatically rewrite the profile.
Candidate changes must preserve coherent behavior across controlled scenarios.
Structured elicitation, psychometrics, retrieval, and validation work together.
Behavioral simulationNovel responses are grounded in structured evidence about past decisions, values, and tendencies.
Park et al.Persistent memory, retrieval, and reflection support coherent behavior over time.
Simulacra paperAnswers are grounded by retrieving relevant memory before generation.
RAG paperExpert judgment is captured through incidents, cues, goals, actions, and tradeoffs.
CDM referenceNew evidence is fragmented, scored, and attached to dimensions rather than absorbed wholesale.
A candidate profile must pass controlled scenarios before deployment.
Versioning allows failed changes to roll back without corrupting the Double.
Structured elicitation, psychometrics, retrieval, and validation work together.
Behavioral simulationNovel responses are grounded in structured evidence about past decisions, values, and tendencies.
Park et al.Persistent memory, retrieval, and reflection support coherent behavior over time.
Simulacra paperAnswers are grounded by retrieving relevant memory before generation.
RAG paperExpert judgment is captured through incidents, cues, goals, actions, and tradeoffs.
CDM referenceHighest standards
Digital Doubles carry memory, judgment, files, and enterprise context.
Better Together keeps simulations, integrations, and artifacts inside controls your organization can audit.
Employee context, instructions, and working style are treated as sensitive assets, with access controls, auditability, and controlled data lifecycle patterns built into the operating model.
Teams can rehearse workflows, connect systems, and distribute approved artifacts while keeping governance visible across people, doubles, tools, and simulated scenarios.
Compliance & controls
Audited by leading third-party cybersecurity firms across security, availability, and privacy integrity.
We uphold the highest European data-protection standards, keeping your replicas and records fully under your control.
Every simulation, artifact, and persona is protected with TLS 1.2+ in transit and AES-256 at rest.
Annual graybox application and network tests performed by certified third-party firms.
Slack, Teams, Zoom, and Gmail connect via OAuth2 — we never store your third-party credentials.
Real-time SAST, DAST, and dependency scanning to remediate risks before they emerge.
Better Together
What a verified Double becomes for you — and six enterprise scenarios where a human-plus-Double pilot moves a number leadership already tracks.
Each scenario shows the metric it affects and how a pilot would measure it.