Deterministic guardrails
Spend, bid-change, confidence, and account-level limits are evaluated outside the AI layer.
BidFuryby DreamHire Invite-only access
Your Amazon Advertising Operator.
BidFury is DreamHire's first specialized hire: the Amazon Advertising Operator. It is being built to monitor PPC, find the opportunity, simulate the move, and keep every recommendation explainable and inside your rules.
- ✓ DreamHire's first specialist
- ✓ Amazon US + Canada
- ✓ Read-only private pilot
ADVERTISING INTELLIGENCEAccount control roomCA · CAD
Ad spend$4,280ObservedAttributed sales$19,640ReconciledACoS21.8%On target
Spend and sales
Guardrails✓ Writes disabled✓ Evidence verified✓ Audit ledger on
Campaign signalsBrand defence · Exact18.4%HealthyCore category · Auto24.1%WatchingProduct launch · Research—Learning
Illustrative preview. Example figures, not customer results.
What access includes today Sponsored Products first Amazon Canada and United States Read-only account monitoring Profit and Inventory Health require activation and verified evidence
Controlled workflow
From account data to a reviewable plan.
Today’s pilot observes, recommends, and simulates without changing your Amazon account. Approval, execution, and verification define the controlled path for future authorized changes.
- 01
Observe
Collect campaign, targeting, and attributed-performance evidence from supported Amazon Ads profiles.
- 02
Recommend
Turn account goals and statistical signals into deterministic, reviewable proposals.
- 03
Simulate
Preview a proposed change against limits and expected outcomes before any execution path opens.
- 04
Approve
Keep high-impact decisions behind named human approval and role-based authority.
Future live-execution workflow - 05
Execute
When live execution is enabled in a future phase, isolated workers will apply only authorized changes.
Future live-execution workflow - 06
Verify
When live execution is authorized in a future phase, read the resulting state back from Amazon and compare it with approved intent.
Future live-execution workflow
The safety boundary
You control changes to your account.
BidFury separates AI reasoning from policy, authority, and Amazon access. That is how we build an operator that can move fast without handing a model an unrestricted advertising account.
See the safety boundarySeparated execution
The system that reasons about an ad account cannot directly contact Amazon or mutate a campaign.
Named approval
When a decision requires review, the approving operator and exact action are recorded together.
Result verification
A successful API response is not the finish line. BidFury reads back the resulting state and compares it with intent.
Straight answers
Frequently asked questions about BidFury.
Clear answers about what the private pilot does today, what is coming next, and how access stays controlled.
- What is BidFury?
- BidFury is DreamHire's first specialized AI hire: the Amazon Advertising Operator. It brings advertising evidence, recommendations, simulations, guardrails, approvals, and verification history into one accountable workflow.
- Which Amazon marketplaces does BidFury support?
- The invite-only private pilot is designed for Amazon advertising profiles in Canada and the United States, with explicit marketplace and currency separation.
- Can BidFury change Amazon ads automatically today?
- Not yet. The current production pilot supports read-only monitoring, shadow recommendations, and offline-safe simulations. Live Amazon advertising writes remain disabled while the operator is proven with invited users.
- Can the AI directly access an Amazon advertising account?
- No. DreamHire separates AI reasoning from Amazon access. Only isolated workers may communicate with Amazon, and future writes must pass policy, authorization, durable workflow, and verification controls.
- What advertising format does the private pilot focus on?
- The current BidFury private pilot focuses on Amazon Sponsored Products. Additional Amazon tools are coming soon as the operating foundation is proven.
- How does BidFury keep PPC decisions explainable?
- BidFury records the source evidence, recommendation, policy result, approval state, execution attempt, and verification result as separate inspectable events.
Private pilot
Hire the first operator on your Amazon team.
BidFury is currently read-only and simulation-first. Join the invite-only list for the private pilot and first access to the Amazon tools coming soon.
Request private access