We prove an AI
capability works,
then build it into
your product.
Our articles show real AI capabilities running, with the evidence attached. When one of them is exactly what your business needs, you do not have to start from a blank page. We take the capability we already proved and turn it into a working pilot inside your own product.
→ Read an article where we built and ran something useful
→ Adopt that same capability as a pilot in your service
→ Or verify a claim your buyers doubt, if you sell an AI tool
275
capabilities shown with evidence
18
free tools live
3
ways to work with us
$0
until the scope is agreed
Three ways to work with us
VERIFY · ADOPT · PUBLISH
Adoption Pilot · $2k–$5k
Adopt · Most popular
You read about a capability and want it in your product. We take one proven capability from an Effloow article and build it into a working pilot against your sandbox or staging — not a slide, a running prototype.
One capability, one integration path
Runs in your sandbox/staging
Working demo + code handoff
Limitations written down honestly
Proof Sprint · from $1,000
Verify · For vendors
You sell an AI tool and your buyers doubt a claim. We run that claim in a controlled sandbox and hand you proof assets your sales team can quote. Built for vendors.
Executed, recorded test runs
Failures kept in the record
Sales-ready claim table
Optional public verified report
Evidence-led content · by scope
Publish · Lower priority
You want the kind of article you are reading now — a real capability shown working, written so your buyers understand it. We research, build, run, and write it.
Capability shown running
Plain-language for business readers
Method and limitations published
Yours to publish or syndicate
What an Adoption Pilot is — and is not
BOUNDED ON PURPOSE
Included
Not included
Scope
One capability from one Effloow article
A full custom product build
Environment
Your sandbox or staging
Production launch or live credentials
Data
Test or sample data
Your real customer data
Delivery
Working demo + code + limitation note
Ongoing maintenance or on-call support
Security
Demo-level auth only
Security review, compliance, RBAC sign-off
If the pilot proves out and you want a production version, that is a separate project we scope on its own. Keeping the pilot bounded is what lets us quote a fixed price and deliver in a fixed window.
How an Adoption Pilot runs
04 STEPS · ASYNC
01
Point at the capability
Tell us which Effloow article shows what you want, and the outcome you need in your own product.
async
02
Get a fixed scope
We reply with one capability, one integration path, a delivery window, and a fixed price. You approve before anything starts.
before you pay
03
We build it in your sandbox
We implement the capability against your staging or sandbox, running it for real and recording what works and what does not.
fixed window
04
Handoff with the truth attached
You get a working demo, the code, and an honest note on limitations and what a production version would need.
No. Start from an article that shows what you want. We handle the build and explain the result in plain language. The technical detail is there for your engineers when they want it.
Will the pilot run in production?
No — a pilot runs in your sandbox or staging, with test data. That is deliberate: it keeps the scope fixed and the price honest. If it works and you want a production version, we scope that as a separate project.
What do I actually receive?
A working demo of the capability in your environment, the code behind it, and a written note on what works, what does not, and what a production build would need. No vague decks.
I sell an AI tool, not adopt one. Can you help?
Yes — that is the Proof Sprint. We run your tool's claim in a sandbox and hand you proof assets your buyers can check. See the Proof Studio page.
Why is content lower priority now?
Because content is the showroom, not the product. We still write evidence-led pieces, but the value is in proving a capability and helping you adopt it, not in publishing volume.
Saw a capability you want? Let's put it in your product.
Point us at the article and the outcome you need. We'll reply with a fixed scope and price — no sales call.