DreamHire · ecommerce operating team
Hire the ecommerce team built to operate.
DreamHire coordinates specialist AI hires across advertising, catalog, inventory, and margin. You set the outcomes and limits; the team returns evidence, an explainable plan, and a durable record of what happened next.
BidFury is live in private pilot Specialists share your operating rules Human approval stays required
DDreamHire command layerShared goals. Specialist work. You set the operating rules
01 · Set directionBring one operating problem to the right specialist.02 · Coordinate the teamKeep every specialist aligned to the same goals and limits.03 · Review the workInspect the linked evidence, plan, and trade-offs.04 · Improve with proofKeep the decision, approval, and outcome on record.
How the team stays useful
One command layer. A growing team of ecommerce specialists.
Ecommerce growth is not one job. DreamHire coordinates specialist hires from the same priorities, constraints, and evidence—starting with Amazon advertising.
Each hire owns a defined job
DreamHire assigns a specialist to a clear Amazon operating problem—not an unrestricted model to your entire business.
Your operating rules come first
Your objectives, guardrails, approvals, and emergency stops define the space in which every hire can work.
Work compounds through evidence
Every hire returns evidence, an explainable recommendation, and a durable record of what happened next.
The DreamHire team
Start with one operator. Add the right specialist when the work calls for it.
BidFury is the first hire. The team that follows will operate from the same goals, durable evidence, and named human authority.
Available nowPrivate pilot
BidFury
Amazon Advertising OperatorReconciles Amazon Ads evidence, produces guarded PPC recommendations, and gives your team an inspectable decision record before any execution path opens.
Explore the role →Next hireComing soon
Keyword & Catalog Agent
Catalog intelligenceSurfaces the buyer-intent and listing gaps that matter most, then prepares an accountable catalog brief for your team to review.
Explore the role →Future hireComing soon
Inventory & Forecasting Agent
Inventory intelligenceWill turn demand signals, sell-through, and replenishment constraints into inventory decisions your team can inspect.
In developmentFuture hireComing soon
Profit Intelligence Agent
Margin intelligenceWill connect unit economics, fees, advertising, and operational inputs so the team can see the decisions behind profit.
In development A decision, not a black boxBidFuryby DreamHire
See the evidence before you see the recommendation.
BidFury starts with reconciled advertising data, then connects each recommendation to the source signal, the guardrails, and the expected trade-offs. Your team can inspect the reasoning before deciding what happens next.
- ✓ Evidence and account context stay attached to the decision
- ✓ Simulations expose trade-offs before an approval path opens
- ✓ The current private pilot stays read-only
Inspectable account workspaceIllustrative private-pilot view
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
Next hire · coming soon
Know what buyers mean. Fix what holds the listing back.
The Keyword & Catalog Agent is being designed to connect buyer intent, catalog coverage, and listing constraints—then give your team a clear brief to review before a product detail changes.
Explore the upcoming agentKeyword & Catalog AgentConcept preview
Buyer intent cluster“weekend carry-on backpack”High purchase intent · listing gap detected
EvidenceTitle covers68%Intent coverage
RecommendationStrengthen feature 02Review firstBrand and policy constraints intact
Our thesis
“Give each Amazon problem the right AI hire.”
DreamHire is building an Amazon operating system with specialist hires, clear evidence, explicit rules, named approvals, and a durable record of what happened next.
The private list
Hire the first member of your Amazon operating team.
We are giving a small group of Amazon operators first access to BidFury—and early visibility into the specialized team DreamHire is building next.