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Competitor & Incumbent Agent

Identifies incumbent vendors and SIs inside an account, estimates footprint by evidence class, and frames sourced, fair displacement angles.

Sourced competitive claims100%GoalSign up to run

How it works

Step 1
You provide
Paste your details
Step 2
Grounds
Retrieves & cites — no ungrounded claims
Step 3
Drafts
Schema-checked, code-assembled output
Step 4
You approve
Drafts and acts on request, human approves before anything leaves

Ask it like

who is the incumbent at <company>displacement angles for this account

Model & guardrails

  • Runs on MYAM shared · open 7B (Qwen) by default — you can point it at your own model.
  • Autonomy: Drafts and acts on request, human approves before anything leaves. Nothing leaves without a human’s approval.
  • Data: Internal data. Provenance is attached to every output.

Outcome

Sourced competitive claims
100%
Goalour goal — not yet measured on live runs
TargetEvalPlatformVerified

Fills in as real usage proves it — from a Target we set, to Eval-measured (passes our test suite), to Platform-measured (across ≥20 accounts), to Verified (customer outcomes).

Also tracked: Competitive win rate · Fairness-rubric pass rate

Works well with