Data Engineering & Integration

Prepare Your Data for Smart Search and AI

For businesses building AI features like smart search, recommendations or assistants on their own content. We turn your text, images or activity data into searchable AI-ready form, store it in a vector database and feature store, and keep it refreshed. Your apps get one simple way to fetch it.

Why you need it — Without it you would need to hire machine learning engineers to build and maintain this. Your AI search and recommendations stay accurate because new content is added and refreshed for you.
  • Pilot the plan to start small
  • Inspected before it goes live
  • Monthly or every 3 months, or yearly
  • 1–3 days build time, once your material is in
Free first step

Get a free proposal for your business, in minutes

Tell us your business name and we email you what this service would do for it, what we need and the fixed price. No account, no payment.

We use your email only to send this and to answer you.

When you order: a full refund if you cancel before work starts, and if a delivery does not contain what this page lists, we fix it, rebuild it or refund that part.

What you get

  • Turning your content into a form AI can search
  • Searchable store of your content
  • One shared source of customer and product data for all your apps
  • Automatic updates on a schedule, with past versions kept
  • One connection your apps use to fetch results
  • Regular checks that search results are good

How your order runs, after you choose a plan

  1. Questionnaire

    You answer a short questionnaire about your business, your goals and what this service needs.

  2. Five sample concepts

    We prepare five sample ways to run the work from your answers — for example passing each task on at once, one summary a day, or waiting for your yes.

  3. You choose or mix

    Pick one, or tell us what to take from two of them.

  4. Upload your material

    Send what this service works from — files, data, access or material, depending on the service. We use only what you give us.

  5. We build it

    Our specialist AI team builds the complete service from your choice and your material.

  6. Quality inspector

    An automated inspector checks the work. Anything that fails is rebuilt before you see it.

  7. Live

    Your workflows start running. A status page in your account shows every run.

The five samples usually arrive within minutes. Each service's build time is counted from the day your questionnaire and material are complete.

How it works

What it does for you, every day, once it is live.

  1. 1Converts new content and products into searchable AI-ready form
  2. 2Refreshes features from recent activity on schedule
  3. 3Checks search quality on sample queries each week
  4. 4Flags stale or failed items for reprocessing

Connects to

Connected to the tools you already use.

content storeproduct catalogueapp backend

How we deliver it

Running for you on our servers
Your workflows run on our servers, connected to the tools you already use. A status page in your account shows every run and any failure with a plain fix, and lets you pause or resume.
The pipeline runs live on infrastructure we manage, serving your apps through one endpoint; we build, deploy and keep it fresh.
Every plan keeps it live and includes care rounds every month — changes, fixes and help; a bigger plan includes more.

Choose your plan

Every plan includes the complete service. A bigger plan includes more usage.

How you pay

Pilot

Start small
$129/mobilled monthly
$387every 3 months= $129/mo
$1,548a year= $129/mo
  • The complete service is included in this plan.
  • Less than $5 a day
  • Included every month — Documents indexed: 500More when you need it: $42 for 200 extra ($0.21 each)
  • 2 care rounds a month — changes, fixes and help
Choose Pilot

Start

$269/mobilled monthly
$807every 3 months= $269/mo
$3,228a year= $269/mo
  • The complete service is included in this plan.
  • Less than $9 a day
  • Included every month — Documents indexed: 1,500More when you need it: $42 for 200 extra ($0.21 each)
  • 2 care rounds a month — changes, fixes and help
Choose Start

Growth

Recommended
$609/mobilled monthly
$1,827every 3 months= $609/mo
$7,308a year= $609/mo
  • The complete service is included in this plan.
  • Included every month — Documents indexed: 4,000More when you need it: $42 for 200 extra ($0.21 each)
  • 2 care rounds a month — changes, fixes and help
Choose Growth

Scale

$1,509/mobilled monthly
$4,527every 3 months= $1,509/mo
$18,108a year= $1,509/mo
  • The complete service is included in this plan.
  • Included every month — Documents indexed: 10,000More when you need it: $42 for 200 extra ($0.21 each)
  • 2 care rounds a month — changes, fixes and help
Choose Scale

Bigger than Scale? Enterprise is quoted after a free assessment.

Monthly plan — pay one month at a time; it renews every month and you can cancel any time.
Every 3 months — three months paid at once at the same monthly price; renews every 3 months, cancel any time.
Annual — 12 months paid at once, price locked for the year.
Change plan any time — move up for more usage; add-ons on top when you need them.
✓ Best price, direct: order here and you pay the price shown, with no marketplace fees.
What your price covers
  • Built on your business — your data, rules and tools — by our specialist AI team, not a generic template.
  • Every delivery passes our quality checks before you see it: tested, working and documented.
  • On every plan: we keep it live and running, improve it each month from its own results, and your monthly care rounds cover changes, fixes and help.

Included in the price

  • The service built for your business and running (or delivered)
  • Your workflows running on our machines
  • A status page with every run, failure and fix
  • Changes after delivery: rounds of care included

Extras

Tick what you want on top; the total updates as you go.

Total
Continue with these extras

What we need from you

We use only what you give us — we never invent your details.

  • What content or data should be searchable?
  • Which app or feature will use it?
  • How often does content change?
  • What sample searches matter most?
  • Are there items that must never be shown?

Your data stays yours.

The promise, in plain words — and each part is built into how we work, not just written here.

Encrypted, per customer

Everything you send us is encrypted with keys that belong to your account alone.

Used only for your service

Your files and answers are used to build your service — never for another customer's work.

No outside AI without approval

Data you mark confidential is not sent to any outside AI service we have not approved. By default it is handled only by our own tools.

Delete everything, any time

From your account you can delete everything you sent us and everything built from it. Your keys are destroyed, so even backups become unreadable, and you get a deletion receipt. Only the invoice records that accounting law requires are kept.

Add-ons & upgrades

Start with the build, then add what you need — anytime.

Usage top-up — Documents indexed: 200
Extra usage for this service (Documents indexed), added to your plan. Valid for 12 months and used only after what is already included runs out.

Built for your sector

Ready to see it built on your business?

Start with the Pilot plan — the complete service, built on your business and run for you. Move up when you need more.

From $129/mo
Get started →