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What are Hybrid Agents?

AI reads the work. Code runs it.

Hybrid Agents use AI for the parts of a process that need reading, like scans, emails and contracts, and deterministic code for every step after. That is how Caddi runs back-office processes of 50+ steps and still gets more than 99% of runs right.

54 to 118 steps per process2× more accurate than pure agents2M+ actions run
2× more accurate than pure agentsCaddi Hybrid AgentsPure agent
0%50%100%0255075100125Steps per run
Attorney time entry54 stepsCaddi97.8%Pure agent58%

Average across four production workflows: 99.2% vs 48% of runs completed correctly. A pure agent still finishes the run, but with every step 99% likely to be right, the odds of a fully correct run compound down. Shaded: runs a pure agent would get wrong.

What a Hybrid Agent does

AI reads it. Your rules check it. Code completes it.

  1. AIReads the work

    Scans, PDFs, emails and screenshots: classified, and the fields pulled out.

  2. Your rulesChecks it

    Validated and reconciled against your firm's rules and the systems of record.

  3. CodeCompletes it

    Records written, forms filled, documents filed, the same path every run.

By the numbers

Long processes. Still right.

Four back-office processes Caddi runs in production today, next to what the same length of process does to a pure agent.

ProcessStepsCorrect runs
Tax formsWealth management118Caddi99.5%Pure agent31%
Client intakeLaw76Caddi99.6%Pure agent47%
Account onboardingWealth management56Caddi99.7%Pure agent57%
Attorney time entryLaw54Caddi97.8%Pure agent58%

Pure agent: the share of runs with every step right if each step is right 99% of the time, compounded over the process (0.99 to the power of the step count). The run still finishes; it is just wrong somewhere. Caddi: measured run success. Read the one-pagers →