Autonomous Operations Platform

StarLight^™ Optimizes Human Capital.Digital Dark^® Automates the Hours Humans Shouldn't Work at all.

Integrations

Private & secure

Enterprise security at every layer

StarLight collects data from employee devices, and we protect it professionally. Working with your technical team, collection and use always comply with local laws and regulations, including GDPR, CCPA and HIPAA.

TIER2CASA Tier 2 certifiedIndependently assessed under the App Defense Alliance's Cloud Application Security Assessment.About the CASA standard ↗

Audit logging and backupsAll admin and data-access activity is logged; continuous backups allow point-in-time recovery.
Automated RedactionPersonal (PII) and sensitive information is automatically redacted from logs and reports
Role-based accessPermissions are checked on every request, scoped to organization, project and task.
US-hosted language modelsOnly models controlled and hosted in the United States, by US-incorporated companies.
Tenant data isolationEvery query is automatically scoped to your company, so data can't cross tenants.
Encrypted in transitAll data moving between devices and servers is protected with TLS.
Encrypted at restStored on AWS and Google Cloud, with production keys managed in GCP KMS.
Secure authenticationAuth0 with OAuth 2.0 / OIDC sign-in.

SubprocessorsAmazon Web ServicesAnthropicAuth0Google Cloud PlatformLangfuseOpenAI

Free StarLight AI Governance Tools to Try Today

Someone on Your Team Is SABOTAGING Your AI Transformation

SEE WHERE IT'S HAPPENING

Free AI Sabotage Detector

Your People Are LEAKING SENSITIVE DATA Every Day into AI

SEE WHAT KIND OF DATA IS GOING INTO AI, AND WHERE

Free AI Data Leak Detector

Your People Are Using Dangerous AI TOOLS YOU NEVER APPROVED

SEE EVERY UNAPPROVED TOOL IN USE

Free Shadow AI Detector

You're Paying for AI SEATS NOBODY USES

SEE EVERY IDLE SEAT, BY TEAM

Free AI Adoption Detector

Is AI CREATING ANY VALUE at All?

OR IS IT JUST INVISIBLE?

Free AI Value Calculator

Free Digital Dark, Task Automation Tools to Try Today

You Automated the Work. YOU STILL HAVE THE STAFF.

HUMAN-IN-THE-LOOP COST FINDER

Find Your Hidden Staffing Cost

FIRE Your AI Consulting Firm

AUTOMATE ANY COMPLEX TASK IN 30 MINUTES OR LESS

See It Done in 30 Minutes

Your AI Pilot Is FAILING. Let Us Finish It.

WE'LL GET IT RUNNING IN 30 MINUTES, OR TELL YOU WHY IT CAN'T

Rescue My Pilot, Free

Only 5% of enterprise AI pilots reach production. MIT, 2025

Find Where Work and AI Spend Are Leaking, Team by Team

Your Remote Employees AreWORKING A SECOND JOBon Company Time

SEE WHICH TEAMS ARE AFFECTED

Free Second Job Detector

You're Paying for8 Hours andGETTING 4

SEE WHERE THE OTHER 4 WENT

Free Time Theft Detector

Your Team IsJOB HUNTINGon Your Time

SEE WHICH TEAMS ARE AT RISK

Free Flight Risk Detector

Someone on Your Team Has OUTSOURCED THEIR OWN JOB

SEE WHERE THE WORK IS REALLY GETTING DONE

Free Outsourced Job Detector

They Log In at 9, and START WORKING AT 11

SEE LATE STARTS AND EARLY EXITS, BY TEAM

Free Late Start Detector

StarLight

Human Capital Optimization

Enjoy real-time productivity optimization of your human employees. Supercharge daily output with our patented StarLight technology.

AI ROI validation: See both the AI waste and contributions, enabling you to justify every dollar invested in AI, and swiftly cut the losers.
Performance drift detection: Protect your margins by automatically detecting and stopping productivity decay.
Rightsize your teams: Re-size teams based on New-Era Requirements for the Modern Workforce.
Measure true productivity in the age of AI: See each employee’s contribution through a more accurate measuring stick.

Explore StarLight

Digital Dark®

Autonomous Operations

Build dark factories that produce knowledge work with limited humans in the loop. 24/7/365 autonomous operations powered by Dark Agents®.

Rapid automation: Transform your most complex human workflows into an automated system in less than 30 minutes.
Dark Agent orchestration: Command an elite, intelligent digital workforce that collaborates in perfect harmony.
LightsOut™ mode operations: Work keeps moving overnight, with its activity logged for your team to review in the morning.
Humans approve what matters: You sign off on the vision, the plan and the feasibility check before anything is built. Routine steps then run on their own.

Explore Digital Dark®

StarLight™ Optimizes Human Capital.Digital Dark® Automates the Hours Humans Shouldn't Work at all.