INTELLIGENCE, COMPILED.

Learn the work.
Skip the rediscovery.

Your agent solved it. The next run shouldn’t start from zero.
Turn recurring agent work into a Compiled Workflow Model.

01 EXPLORATION[ COMPILE ]02 EXECUTION

BUILT FOR THE WORK THAT COMES BACK.↓ SCROLL TO DECOMPILE

01 / THE IDEAA new unit of reuse

Repeat the outcome.
Not all the reasoning.

Agents are good at figuring out unfamiliar work. But familiar workflows still pay for planning, tool selection, and repeated model calls.

InferenceIndex learns from initial agent executions and compiles the repeatable structure into a Compiled Workflow Model: a reusable way to carry out the same kind of work on new inputs.

The goal: less inference overhead and faster repeats, with checks and a path back to the full agent.

AGENT EXECUTION TRACEone workflow / many runs

INPUT

Prompt →

Step 1 ····

Step 2 ····

Step N ····

OUTPUT

Outcome ✓

New prompt. Familiar work. Checked outcome.The middle steps are the opportunity for reuse.

02 / HOW IT WORKSDiscover → Compile → Repeat

Reason deeply.
Then run deliberately.

[ 01 ]

  ? ──┬── ?
  │   └──┐
  ├── ? ─┤
  └──┬── ●
     ▼

Discover

Let the full agent solve the workflow. Learn how the work gets done across representative inputs.

OPEN-ENDED EXPLORATION

[ 02 ]

  [ trace ]
      ↓
  [ learn ]
      ↓
  [ reuse ]

Compile

Capture the repeatable work in a Compiled Workflow Model, ready for the next run.

LEARNED WORK

[ 03 ]

 input ──▶ ◇
           ├──▶ ✓
           │
           └──▶ agent
                 ↺

Repeat

Run against new inputs. Check the result. Fall back to the full agent when the workflow needs it.

CHECKED EXECUTION

ILLUSTRATIVE DEMO / SANDBOX DATA

Same request. A different path.

The workflow has already been learned. This is a repeat run with fresh input.

OBSERVED IN EARLY REPEAT RUNS

5–10×faster

50–100×lower cost

USER

Update Alex Morgan’s phone number to (202) 555-0146.

Conventional agentREPEAT THE PROCESS

InferenceIndexREUSE THE WORK

Illustrative activity, not a live run. Reported results vary by workflow; animation timings are illustrative.

03 / WHERE IT FITSA different source of leverage

Go beyond cheaper calls.
Stop repeating the work.

A better call still leaves the next call. InferenceIndex targets the recurring work itself, so familiar steps don’t need fresh reasoning on every run.

REUSE THE WORK

WHAT CHANGES

The next run keeps what was learned.

Initial executions become reusable work. A fresh input can reach its outcome without rediscovering the familiar steps.

Targets repeated reasoning across the workflow.

         ┌────────────┐
    ────▶│  YOUR      │
         │  WORKFLOW  │────▶
    ────▶│            │
         └─────┬──────┘
               │
          [ COMPILE ]
               │
         ┌─────▼──────┐
         │  REPEAT.   │
         └────────────┘

04 / THE NEXT RUN

Less rediscovery.
Get on the list.

Be first to hear when InferenceIndex is ready for your workflows.

Learn the work.Skip the rediscovery.

Repeat the outcome.Not all the reasoning.

Reason deeply.Then run deliberately.