Problems

What will AGI do for Technical Talent Attrition?

Engineering leaders face a continuous drain of specialized talent, losing senior developers and data scientists to competitors. Replacing a core contributor requires months of sourcing, interviewing, and onboarding, which stalls product roadmaps. This turnover stems directly from workflow friction, ranging from undocumented legacy code to aggressive on-call rotations.

The opportunity

What AGI will do for Technical Talent Attrition

  • Burnout Prediction for Engineering Departments

    Business-as-Code

    Solves:

    Platform.do
  • Codebase Knowledge Capture for Enterprises

    Business-as-Code

    Solves:

    Platform.do
  • Internal Mobility Matching for IT

    Business-as-Code

    Solves:

    Platform.do
  • Workload Rebalancing for Software Teams

    Business-as-Code

    Solves:

    Platform.do
  • Flight Risk Scoring for Tech

    Business-as-Code

    Solves:

    Platform.do

The work itself

Grounded Work Profile

Tools

  • Culture AmpproblemCurrentSolutions
  • LatticeproblemCurrentSolutions
  • WorkdayproblemCurrentSolutions
  • GitHubproblemCurrentSolutions
  • JiraproblemCurrentSolutions

Measured by

  • Severity 4/5problemSeverityFrequency
  • continuousproblemSeverityFrequency

Value flow

How Technical Talent Attrition connects

candidate solution for

  • Abashmodel
  • Anchorcodebasemodel
  • Beaconguidemodel
  • Frictionmodel
  • Pipelinedevopsmodel
  • Quizmodel

entails

  • Context Switching Burdenmodel
  • Deploy Pipeline Frictionmodel
  • Knowledge Silo Degradationmodel
  • Legacy Code Debtmodel
  • On-call Burnout Riskmodel
  • Pull Request Toxicitymodel

serves

  • epidemiologistsmodel

used for

  • Culture Ampmodel
  • Jiramodel
  • Latticemodel
  • GitHubmodel
  • Workdaymodel

How AGI delivers it

Four ways AGI delivers

  • Services-as-Software

    Get the professional outcome delivered as software, priced on results, not headcount.

    Services.do
  • Autonomous Agents as digital employees

    Hire a digital employee that does the job under earned, supervised autonomy.

    Agents.do