← Selected work
CASE 01 / IN CONTEXT
DECISION PREPARATION · INTERACTIVE PROTOTYPE

One account. The decision is still missing pieces.

One customer can have 15 locations and five years of history, yet the next commitment can still depend on scattered records and memory. In Context shows what needs to be confirmed during the final week.

Prepare the commitment ↓No sign-in required · fictional dataset
QuestionWhat is missing from the decision?
Scope1 buyer · 15 locations · 5 years
OutputInteractive readiness check
ACCOUNT REVIEW

Westbridge Group

Fictional B2B customer · 1 corporate account · 15 independently managed operating locations

REVIEW SCOPESep 11, 2020—Sep 10, 202536 evidence records · 15 current-location rows
THE QUESTION

What has to be known before this commitment can move forward?

THE ACCOUNT1 corporate customer · 15 locations · five years of commitments, adjustments, issues, and communication
THE CURRENT DECISIONPrepare one $184,200 commitment for Riverside, due in 7 days
THE READINESS GAPThe quantity, allowance, current version, timing, customer confirmation, and final owner still need to be matched and confirmed
COMMITMENTWB-250917-04

Riverside · due September 17

KNOWN1,200 billable

80-unit allowance approved · Revision 2 approved

READINESS STATUSNot ready

Conflicts and missing confirmations remain

IMMEDIATE REQUESTConfirm final quantity

Received Sep 10 · written answer needed today · final response owner not assigned

TWO VIEWS · SAME CUSTOMER

Both are accurate. Neither is enough.

COMMERCIAL VIEWAn active, valuable customer

Active account · responsive corporate buyer · current order activity recorded · no parent-level escalation

EXECUTION VIEWA commitment that is not ready

Three incomplete quantity versions · unlinked allowance · outdated work order · conflicting time · no final readiness owner

Neither team has bad information. The problem is that no one view includes everything needed to finish the commitment.

OPEN THE ACCOUNT CONTEXT

One buyer still means 15 operating realities.

The five-year history shows why a prior allowance, location contact, open request, and specification revision cannot be treated as generic parent-account details.

Operating locationCurrent commitmentsAdjustments · 5 yearsOpen requestsClosed without noteLast direct contactCurrent revision
RiversideReview first1633Jun 17No record
Cedar Bend2100Aug 12Confirmed
Meadow Run1210Aug 11Confirmed
Willow Creek1100Aug 09Confirmed
South Fork2000Aug 15Confirmed
Red Oak1100Aug 14Confirmed
Millstone1111Aug 04Confirmed
Clearview2000Aug 06Confirmed
North Field1100Aug 08Confirmed
Lakeview1110Jul 28Pending
Maple Hill2000Aug 10Confirmed
Dry Creek1111Jul 30Confirmed
Green Point1100Aug 13Confirmed
Fox Hollow1100Aug 07Pending
Riverbend2100Aug 05Confirmed

Fictional snapshot. An adjustment is a credit or replacement allowance created by a prior customer decision. A closed issue without a note is not assumed to be unresolved; it is simply less useful to the next person.

CONTACT STRUCTURE4 corporate contacts · 15 locations

Corporate replies do not automatically confirm that each operating location received the same change.

FIVE-YEAR HISTORY18 account adjustments · 6 at Riverside

The history makes the prior allowance relevant, but does not prove that it remains unused.

CURRENT CHANGERevision 2 approved

The corporate buyer approved it; the Riverside acknowledgment is not recorded.

READINESS WINDOW7 days · 3 requests open

One request needs an immediate answer; the other two remain assigned follow-ups.

THE IMPORTANT TAKEAWAY

Problems become expensive when the right information exists somewhere, but the person responsible for the next step cannot find or confirm it in time.

Definition to resolve

The same commitment has three incomplete versions of the quantity.

Order entry lists 1,200 billable units. The customer confirmation mentions a prior allowance without stating the quantity. The fulfillment draft lists 1,280 total units but does not separate billable from no-charge units.

WHAT MUST BE RESOLVED
  1. What is the approved billable quantity?
  2. How many no-charge replacement units should be added?
  3. Do the order, fulfillment draft, and invoice reconcile?
The review shows what is missing and where the current information came from. A person still makes the decision.
EXPLORE WHAT IS MISSING

A useful question changes what the team checks next.

Choose a question to see what I would check, why it matters, and what should happen next. The tool organizes the information; a person still makes the decision.

QUESTION WORTH ASKING

What prior decision created the replacement allowance—and has it already been used?

WHY IT MATTERS

The allowance number is not enough on its own. The team also needs the original decision, location, approved quantity, prior use, and remaining balance.

WHAT I WOULD CHECK

Adjustment date, location ID, reason, approved quantity, approver, prior use, remaining balance, and current commitment ID.

HOW THE ANSWER CHANGES THE NEXT STEP

A verified unused balance can move into the order and invoice. A partial or ambiguous balance must be resolved before the quantity is promised.

WHAT THE CURRENT RECORDS CANNOT TELL US

The records show an approved allowance, but they do not show whether any portion was applied elsewhere before this commitment.

Linked to 9 source records: R03 · R05 · R06 · R07 · R08 · R09 · R17 · R19 · R32
THE ORIGIN

This grew from seeing how often people had to search for information that had already been shared, but was not saved where the next person could find it.

THE PRINCIPLE

Keep the connections visible, but leave the conclusion with the person reviewing the information.

THE DATA

A fictional, internally consistent B2B dataset with one corporate customer, 15 operating locations, five full years of history, and 36 evidence records. Every interactive finding maps to an exact record ID.

WHAT I WORKED WITH

Every answer should lead back to a record.

I kept account, location, adjustment, schedule, and communication records separate, then linked them with IDs. That makes it easier to see which version is current, what is missing, and who still needs an answer.

DATA

A parent account linked to 15 locations, five years of adjustments and issue history, and one current commitment spanning quantity, invoice, specifications, timing, and communication records.

LINKING

Each finding includes the record IDs behind it. The “View the evidence” panel shows those records and what they still cannot prove.

COMPARISON

I compared the current commitment with Riverside’s five-year history. Differences are marked confirmed, conflicting, missing, or pending instead of being filled in.

LIMIT

The documents are not treated as the problem. They show where the current inputs feeding them no longer agree. A missing location confirmation is not proof that the team was unaware.

AI AS A TOOL

I chose the problem, built the record set, and wrote the questions. I used AI to help build and test the interaction, then checked every record link, calculation, and limit.