The Bench built its first category review deck from one sentence on 21 Sep 2026. Watch the replay
Bedrock Bench

The team behind the answer

Watch a real run →
Orchestrator plus 11 specialist seats.
Lit: the four this run called.

The part you never see but always use

The Bench is the layer of Bedrock that turns one question into a briefed team. An orchestrator reads your data, locks the scope, hands each specialist seat one job, settles their disagreements, and hands back an answer, a deck or a custom app. Ask one thing, and every seat that has something to add gets to work.

It’s not a team of analysts. But it’s not-not a team of analysts.

Meet the Bench

Here’s what happens when every seat works the same question.

Learn how it works →
Rost Raisin Bran+28.8%
Cereal category+12.1%
Fred Meyer · 52 wks ending 19 Apr 2024 · dollars vs year ago

Your data, first

It reads your retail sales before it says a word. On this run it touched the data three seconds in.

Seats that work together

Category Analyst, Category Manager, Trade Analyst and more. Each seat knows its job. The orchestrator only calls the ones the question needs.

scope
Brand Rost Raisin Bran Retailer Fred Meyer Basis Cereal category Window 52 wks to 19 Apr 2024
● locked at 0:19, never widened

Scoped to your shelf

Brand, retailer, window and share basis are pinned before any specialist starts, so four seats read one set of numbers.

Bench · answer
+0.75share pts

Rost Raisin Bran is winning share at Fred Meyer, on one item and on base volume.

scope2 conflictsgaps
Category review · 8 chapters Rost Raisin Bran at Fred Meyer
 exports to PowerPoint
bedrock studio / fred-meyer-review
52 wk12 wk4 wk
5.82%share now
+28.8%dollars

Answer, deck or custom app

You choose what comes back: a written answer, a deck for the buyer meeting, or a custom app your team keeps using. This run built an eight-chapter category review with live charts that exports to PowerPoint.

The Bedrock Stack

It’s always been there. Now you can watch it.

Every question falls through the same eight layers in the same order: sources, harness, platform, tools, taxonomy, intelligence, agents, solutions. Only what the question touches lights up. What it skips stays dim, so you can see what wasn’t needed.

The layer order is the run’s real order. On 21 Sep the Bench touched data at 0:03, locked scope at 0:19, briefed its specialists at 1:01, published the deck at 9:31 and answered at 10:16.

You askedbuild a category review deck for rost raisin bran at Fred Meyer…
    AnswerDeckAppPath

    New this fall

    The Bench has learned a few new tricks.

    Read the data Lock the scope Diagnose Assemble scopefactsfindings

    The relay

    Stages, not a roster. Each step hands the next a typed piece of work, so nothing passes by accident.

    In development
    Trade Analyst challenges. Scores split by 24 points, so the dissent goes on the record.

    Argue it out

    Every seat scores every option against its own goal. Where the scores split, you see the argument instead of a smoothed-over consensus.

    In development · illustrative scores
    STOP
    Judgment reserved

    Turning this finding into an ask is your call. The work is done up to the line.

    clears when: you set the ask, or grant this desk the authority

    Honest stops

    It stops where judgment belongs to a person, where the data isn’t there, or where no goal was set. Then it says what would unlock the next step.

    In development
    One relay Frozen meals Tea Candy Soda

    Any category

    The same relay has read four customers’ data in four categories, and caught the traps each one set.

    In development
    you · 0:00
    build a category review deck for rost raisin bran at Fred Meyer.  help me grow my market share.
    00:00 / 10:16
    Bench replay

    Ten minutes, start to finish

    One sentence in. Blair, the orchestrator, locked the scope, briefed three specialists at once, weighed what came back, then handed the story to Daisy, the Deck Builder. Every line here is from the run’s own log.

    Session of 21 Sep 2026 on Bedrock’s demo cereal database. Rost is a demo brand.

    BlairOrchestrator · 4:15
    Conflict 1 · brand total
    $738,487published brand rollup
    vs
    $807,159sum of its two items
    Kept: the published rollup as the figure of record. It leaves out Crunch, so both are printed wherever the brand total comes up. Never averaged.
    Conflict 2 · biggest share giver
    Private label gave up 2.27 share points, but 95.9% of its 52-week dollars sit in the last 12 weeks. Flagged everywhere it appears. The ask is not built on it.
    Adjudication

    Conflicts get settled in the open

    When two seats read the same brand two ways, the orchestrator doesn’t pick one quietly. It names the conflict, says which figure it kept and why, and carries both into the deck.

    No price, cost or margin

    Nothing in the deck rules on profitability or payback.

    unlock: publish average price and event-level trade spend
    No shelf data

    No planogram, facings or reset date. The deck states the absence instead of estimating.

    unlock: space per door from your planning tool
    Promotion type is blank

    TPR, feature and display fields are empty, not zero, so no TPR-only cut.

    unlock: a Bedrock configuration change
    Limits, stated

    It tells you what it couldn’t read

    Every answer ends with what was missing and what would open it up. On this run: 12 of 13 inputs present, clean evidence on the brand, moderate on the competitive ranking, and a list of what to connect next.

    build a category review deck for rost raisin bran at Fred Meyer.  help me grow my market share.
    Bench · 10:16Rost Raisin Bran is winning share at Fred Meyer, +0.75 points, on one item and on base volume. The share on offer is private label’s. Two levers: in-week availability on Crunch and the shape of the promo calendar.
    Rost Raisin Bran at Fred Meyer · Category Review · published
    Ask Bedrock

    Ask and it’s done

    Ask the way you’d ask your analyst, lowercase and all. Name the brand, the retailer and what you want. The Bench works out the rest and brings back something you can take into the buyer meeting.

    Ask one question. Everything moves.