All industries

Technology (Hardware & Software)

Ship faster, stay up, secure, and yield more.

% of global GDPestimate
~5%IT spend, of GDP (Gartner $5.26T IT spend / ~$110T GDP basis)
Estimate · 2024
Market size
$5.26TIT spending
Gartner · 2024
Sector growth (CAGR)
8.9%YoY IT-spend growth
Gartner · 2024
AI-adoptionestimate
~85%of tech firms (among highest-adopting sectors)
Estimate · 2024

Functions

Select a function to highlight its specific problem use cases.

Function2 use cases

Product & Engineering

  • Developer velocity is stuck

    Context-switching, code review lag and toil slow how fast teams ship value.

    Pain Rate
    ~17 hrs/wk
    Stripe (Developer Coefficient) · 2018
    Money Bleed / yr
    $300B
    Stripe (Developer Coefficient) · 2018
    Reach
    ~18M
    Stripe (Developer Coefficient) · 2018
    Recoverable Upsideestimate
    25%
    velocity gain with better tooling & AI

    Data & tech stack

    Git / PR & CI dataIssue-tracker dataCode-review logsData warehouseLLM copilot

    Analytical models

    DORA-metrics analyticsBottleneck / cycle-time modelingLLM code assistant (RAG)PR-risk predictionEffort estimation

  • Technical debt slows every release

    Accumulated debt and defects make changes risky and expensive, dragging roadmaps.

    Pain Rate
    ~33%
    Stripe (Developer Coefficient) · 2018
    Money Bleed / yr
    $1.52T
    CISQ (Cost of Poor Software Quality) · 2022
    Reach
    $2.41T
    CISQ · 2022
    Recoverable Upsideestimate
    20%
    capacity reclaimable by paying down debt

    Data & tech stack

    Codebase & static analysisCommit / churn historyDefect / incident dataCode-graph storeAnalytics platform

    Analytical models

    Code-quality / hotspot analysisDefect predictionChange-risk modelingLLM code understandingDebt-prioritization scoring