Embedded execution · For platforms & marketplaces

Your members love your app for one thing. Give them everything.

Duckbill is an execution layer you embed inside your product. Your members ask for real-world tasks — calls made, reservations negotiated, bookings fixed, disputes won — and they get done without anyone leaving your app. Trained human operators and AI infrastructure, running entirely under your brand.

MobilityDelivery & commerceTravel & hospitalityMembership programs
Talk to our team
B
Beacon
Trip concierge
Airport pickup booked · 4:10 PM

My flight just got moved — can you check with the airline and fix my pickup?

On it — handling this for you now.

Calling the airline…
New departure: 6:45 PM
Pickup moved to 4:55 PM

✓ Handled

Flight confirmed & pickup adjusted. Same driver, new time.

Ask for anything…

Your product · your brand · Duckbill inside

25M+
real-world actions completed — the network already runs at scale
96%
of multi-step tasks finished end-to-end — where AI alone compounds errors turn after turn
Zero
ops lift for your team — Duckbill runs the network, quality, and verification

Reliability

One turn is easy. The whole task is the hard part.

Every step an agent takes has a chance to fail — and those failures compound when multiple turns are required. Chain enough real-world decision points together and AI alone rarely reaches the end. Duckbill can insert humans on any gap, so the finish rate holds.

96%
with Duckbill, end to end
<0.01%
AI agent alone, after 20 steps
AI agent aloneAI + Duckbill
0%25%50%75%100%1510152096% · holds every turnsteps in a task →

The opportunity

Every job your app can't do sends your member somewhere else.

A ride is part of a night out. A grocery order is part of a dinner. A booking is part of a trip. Own the whole errand, and your app becomes the place life gets handled.

1/ 5tasks stay in your app
Book the airport carIn your app
Call the airline about the delayed flightLeaves for another app
Sort the hotel's late check-inLeaves for another app
Move the dinner reservationLeaves for another app
Dispute the double charge afterwardLeaves for another app

Your app nails the booking. Everything the trip actually needs happens somewhere else.

What it unlocks

A bigger product, without building an ops org.

Task surface

Do more without building more.

Overnight, your product handles the calls, changes, and negotiations your roadmap was never going to reach — no new headcount.

Engagement

Every errand becomes a session in your app.

Each task Duckbill resolves is a visit that used to happen somewhere else. Members come back when your app is where things get done.

Revenue

A premium tier members can actually feel.

“Someone will handle it” is the clearest upgrade in consumer software. Ship it as a perk, a paid tier, or a loyalty benefit — you set the price.

Moat

A feature no competitor can copy with a model.

Anyone can add a chatbot. An execution network is infrastructure — whoever embeds it first owns the category expectation.

In your product

What “handled” looks like inside a platform.

Mobility

The member

Books an airport ride, then learns their flight was moved. Normally, your app's job is over.

In your app

One tap: Duckbill calls the airline, confirms the new time, and adjusts the pickup — all inside your product.

✓ HANDLED

Ride and flight aligned. The member's whole trip now lives in your app.

Delivery & commerce

The member

Orders groceries for a dinner party — but the caterer, the rental company, and the building's loading dock all need phone calls.

In your app

Duckbill makes all three calls, confirms timing, and reports back with names and reference numbers.

✓ HANDLED

The whole dinner, coordinated. Three tasks your platform never used to touch.

Travel & hospitality

The member

Arrives at a stay to find the early check-in never registered — and the front desk isn't answering messages.

In your app

Duckbill calls the property, escalates politely but persistently, and secures the room plus a credit for the trouble.

✓ HANDLED

Room ready, credit applied. A five-star review instead of a refund request.

How it ships

A feature launch, not an infrastructure project.

You're not building an ops team, hiring operators, or managing quality. You're adding a surface to your product. Duckbill runs everything behind it.

01 · Connect

Integrate the execution layer

A single API connects your product to Duckbill's network. Task dispatch, status webhooks, and verified outcomes as structured data — your engineers will recognize everything.

02 · Design

Ship it as your feature

A concierge tab, a “we'll handle it” button at the moment of friction, a perk inside your membership tier — the surface is yours to design, fully white-labeled or co-branded.

03 · Grow

Watch the task surface compound

Members discover what “handled” means and bring more of their life to your app. Duckbill scales the operator network, QA, and verification behind every request.

Brand safety, built in: every operator is background-checked and US-based, every task is quality-scored, and every outcome is verified before it's reported to your member. Your brand is on the line — ours is the accountability behind it.

What platform teams ask first.

Your app is where they book it. Make it where everything gets done.

The platforms that own execution will own the member relationship. Let's scope what Duckbill inside your product looks like — surface, economics, and pilot.

White-label ready · zero ops lift · 25M+ actions · verified outcomes

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