Your organization, simulated.

See how a decision echoes throughout the organization

The Problem

Traditional insights and analytics describe what happened, not what will happen.

0%

of executives say their company can't make high quality decisions quickly

0%

of organizational change initiatives fail to achieve their goals

0%

of M&A initiatives fail to deliver intended value

Solution

Hundreds of agents simulating employees.

01
INGEST

Each employee becomes an agentic twin designed around their contextual environment and intrapersonal predictive characteristics such as their personality and values, expertise, and career history.

02
CONTEXT

Real-time variables feed the simulation: stock price, P&L, headcount changes, market shifts, geopolitics. Your digital team operates inside a faithful replica of its actual industry context, and using caretaker agents, is updated continuously.

03
SIMULATE

Agent-based LLM simulations run thousands of scenario branches simultaneously. Each branch evolves through daily agent interactions, producing life-like emergent outcomes that build on previous interactions.

04
INTERVENE

Before a single critical decision is made, see it play out across a thousand simulated futures, and prepare for the most likely outcomes.

In Practice

Fast forward six weeks or six months.

Experience six months of team behavior in six minutes of simulation.

Ready · Replace CEO with external hiretick 0000
CEO
CFO
CPO
CTO
VP Eng
VP Product
VP People
VP Finance
Lead Eng
Lead PM
Lead Eng
Lead Sales
12twin agents16modeled relationships0emergent risks0/ 1,000 runs converged

The signals that move behavior, modeled together as one system.

How it works

Events emerge from how people interact with each other. Ekho simulates the most probabilistic outcomes.

01

Psychometrically grounded

Every twin is built from a validated psychometric layer using Core Drivers and Values profiles.

DriversValuesBig FiveRiskPerformanceSkillsActivitiesPromotionsHistory
02

Probabilistic prediction

Every scenario runs a thousand times. You see the range, not a guess.

p10
p25
p50
p75
p90
03

Defensible by design

Emergent events are based on micro interactions that are query-able. Every output traces back to an input.

YOUR PERIMETER
decision.trace()trait.openness = 0.71edge(ceo,cfo).trust = 0.62context.q3_plan = activedecision.defer → audited
The science

Building on robust research.

Ekho stands on decades of peer-reviewed work on simulated organizational research and generative agents that replicate human behavior. This memo covers the propositions, peer-reviewed supporting research, and the validation plan.

Read the research memo
PDF10 min read
RESEARCH MEMOPDF
The Digital Twin for HR.
p. 1 / 12

“You can't survey a future that hasn't happened yet. But you can simulate it and test it before committing to any one version of it.”

Simulate your organization
before you run it.

We're partnering with forward-thinking organizations to co-develop and stress-test this technology on smaller teams. We'd love to build with you.