FairChangescope decisions, made legible Synthetic workspace
Professional Agents · FairChange

Make every change request explainable.

FairChange does the repetitive work of checking a client request against signed scope, correspondence, and delivery records — then keeps commercial authority with the people who own the decision.

Built for implementation teams· Synthetic judging data · Humans keep the final say
Decision workspace01 / 03
Scope change detected

“Could you add routing for our UK and Canada teams?”

FairChange found the request outside the signed regional scope and connected it to the unstarted training deliverable.

↗
Proposal requiredOwner review → client acceptance
01
Intake
02
Evidence
03
Decision
04
Human gate
Try the synthetic workspace

See the evidence before you see the answer.

Choose a real-world style request. FairChange makes the reasoning visible so a consultant can explain what happens next.

REQUEST · req-addition

Add UK and Canada routing for the regional teams

Scope change
What the client asked
“Could you add routing for our UK and Canada teams? We can skip the administrator training if that lets us stay within budget.”
Context: The request arrived after the original US routing work was delivered.
FairChange decision

Scope change

Regional routing is outside the signed scope and needs a governed proposal.

Next safe actionPrepare an owner-review proposal. Do not start work until both approvals are recorded.

Evidence trail

Commercial work stays behind a human gateFairChange drafts the proposal; people authorize the commitment.
1Owner review2Client acceptance
Why this decision?

S4 excludes additional countries and regional routing. S3 is unstarted, so it can be considered in a proposal, but substitution still requires authorization and client acceptance.

The repetitive work, made visible

One request. Three safe outcomes.

FairChange turns scattered project records into a decision a delivery team can defend.

01 / RETRIEVE

Find the receipts

Signed scope, correspondence, estimates, and tasks are gathered before a classification is made.

02 / CLASSIFY

Name what changed

The request becomes a defect, included revision, or scope change — with the evidence attached.

03 / GOVERN

Protect the decision

Commercial work becomes a versioned proposal that waits for owner authorization and exact client acceptance.

Human-supervised by design

Automation handles the search. People own the commitment.

FairChange removes the repetitive evidence hunt and drafts the next safe action. It never treats an AI classification as permission to change the contract.

01
FairChange retrieves and explainsRelevant scope, correspondence, and delivery facts become inspectable.
02
Owner authorizes the proposalThe exact version and content hash are bound to the decision.
03
Client accepts before work beginsOnly then can the governed scope revision and delivery task proceed.
A future ScopeLedger capability

Make change control part of the operating system.

FairChange is a standalone hackathon project today. Its evidence-backed decision flow can become a ScopeLedger capability for surfacing scope risk, preparing governed proposals, and keeping the final decision with accountable humans.

Trust boundary: This public page uses synthetic fixtures only. The deployed AgentCore runtime is protected by Cognito; this demo does not invoke it or expose AWS credentials.