D-CAT Group ↗ Contact ENTRDEESAZ
Start a 4-week pilot

Four-week pilot

Four weeks. Acceptance criteria written down first.

The decision at the end of the pilot does not rest on whether the interface impressed anyone. It rests on evidence, auditability, cost and real usage signals — all measured from the product’s own records.

Week by week

What happens, in order

Week 1 · Connectivity

Warehouse connection, user roles and row-level security, Semantic Contract import, and the first question-and-answer screen with its evidence panel.

Week 2 · First autonomous analysis

Scheduled scanning in one business domain you choose. The first discovery agent — job description written together — and the weekly rhythm. Your first brief arrives this week.

Weeks 3–4 · Second domain and evaluation

A second business domain, executive readers on the system, the feedback loop running, and the pilot assessed against the criteria below.

Acceptance criteria

Four sentences. Each one testable, none impressionistic.

  1. Every number shows its source Traceable to the query and its referenced evidence, in one step, on every surface.
  2. Every assumption is explicit An interpretation is visibly an interpretation and never carries a measurement’s stamp.
  3. The spend limit is known before the analysis starts Step, time and cost limits locked before a run begins; a run that hits one stops and says so.
  4. Every action is in the audit log Model, user, time, cost and outcome, append-only.

What gets measured

And where the number comes from

MeasureWhere the number comes from
Cost per analysisFrozen per run against the price row in effect
Rate at which the provenance check catches figuresHow often a number was stopped or flagged before delivery
Brief opens and feedbackFirst opening stamped once, never rewritten; votes with reasons
Refusal rate and its reasonsHeld, duplicate and overflowed candidates, each with a recorded cause

For reference, our own operating record puts model cost at about 63 cents per run and four and a half minutes · model cost only, not TCO · 16 discovery runs · 3 agents · 3.5 weeks. Your numbers will be different. The point is that they will be numbers the system produced.

For reference, the provenance check stopped 282 draft answers across 275 runs in our own operating record. Your numbers will be different.

Request

Request the pilot

One domain is enough for week one — revenue, inventory, margin, whatever you argue about most.

We reply within two working days from hello@agenticobjects.ai. A person, not a sequence. How we handle your details.