AI Data Platform Build
Take control of your data — and turn it into a product.
We collect and verify the data your business already has, then build it into a platform that AI search cites, that answers customers on its own, and that earns — including by selling the data itself through an API. A new service or automation of the one you run today; either way, the data is yours.
20+ years
Software & systems engineering
7
Live data platforms with revenue models, built and run by us
40+
Enterprise cloud & infrastructure projects delivered
In the AI era, whoever owns the data owns the answer.
Customers increasingly ask AI assistants instead of searching, and those assistants answer from whatever structured, sourced data they can reach. If that data belongs to a marketplace, a platform, or an AI company, they decide how your industry is described and who gets recommended. If it belongs to you, you decide — and you can charge for it.
Control it
Your data, your terms: who can use it, how it's described, and what it costs.
Get cited
AI assistants quote verified, structured data. Be the source, not a line in someone else's answer.
Sell it
Data is a product. Sell API access and license commercial use — five of our seven platforms already do.
Compound it
Every day of verified data adds value a competitor can't copy overnight.
Built for established businesses with data they aren't using yet
If any of this sounds familiar, the raw material for a platform is already inside your business.
- •Years of know-how and records live in spreadsheets, paper files, and a few people's heads
- •Customers ask the same questions every day, and someone answers each one by hand
- •Customers now ask ChatGPT instead of Google — and your business never appears in the answer
- •You want a new revenue stream — ads, partnerships, paid data — but don't know where to start
- •Updating listings, prices, and reports is still manual, repetitive work
- •You have the idea and the industry knowledge, but no development team
We handle the engineering end to end — data, platform, AI, search visibility, automation — and your data stays yours.
What it means to become a data owner
The raw data behind all seven was already out there — state rate listings, government regulations, school registries, job boards, SEC filings, genetics research, curriculum standards. What no single source had was the connected, verified, structured version, with a source and a check date on every fact. That version is a new asset, and whoever builds it owns it. Five of our seven platforms already sell access to that data. Your business can own the same kind of asset in its own industry — and your records and know-how are something nobody else has.
- ✓Every fact carries its source and the date it was checked
- ✓Data refreshes automatically on a schedule, not by hand
- ✓Revenue never changes the results: paid placements are labeled, and affiliate income stays out of rankings
- ✓Readable by AI from day one: API, MCP server, llms.txt, and a public AI-crawler report
Yes — the data itself can be sold.
Once your data is verified and structured, access to it becomes a product with its own price list. This is how our platforms sell it:
01
Free, with attribution
Non-commercial use with a link back. It spreads your brand and makes you the source others cite.
02
Pro data plan
Paid access for commercial use. TexasHomeBills™ sells commercial use of its data on a Pro plan, and MyGeneLog™ sells API Pro plus a $49 weekly dataset snapshot.
03
Enterprise license
White-label, redistribution, and API/MCP feeds for other businesses. aiSwingX™ licenses its analysis to brokerages, media, and fintechs.
What data is sitting in your business?
Every industry has it. Here's what that data could become — and which of our platforms already works the same way.
Real estate brokerage
- If you have
- Years of closed deals, listing histories, and neighborhood notes
- It becomes →
- A neighborhood price and rent comparison platform, plus market reports for investors
- Revenue
- Buyer and seller leads, ads, paid reports, data API sales
Works like: TexasHomeBills™Law, immigration & tax offices
- If you have
- Case outcomes, document checklists, and real processing times
- It becomes →
- Step-by-step filing guides, a processing-time tracker, and a 24/7 NaruBot™ that answers only from your own guidance
- Revenue
- Consultation leads, paid checklists
Works like: USAnaru™Import, export & trading
- If you have
- HS codes, country-by-country rules, and customs history
- It becomes →
- A compliance checker that shows every market's rules for a product at once
- Revenue
- Compliance reports, partner referrals, data API sales
Works like: KBeauty Verified™Staffing & recruiting
- If you have
- Roles, pay ranges, and visa-sponsorship history
- It becomes →
- An industry job board with salary and sponsorship data
- Revenue
- Featured listings, company plans, data API sales
Works like: JOBnaru™Accounting, finance & IR
- If you have
- Financial statement know-how and industry benchmarks
- It becomes →
- Plain-language analysis news and industry scorecards
- Revenue
- Subscriptions, licensing to media and brokerages
Works like: aiSwingX™Insurance agencies
- If you have
- Plan comparisons, policy terms, and claims experience
- It becomes →
- A "which plan actually fits me" comparison built on real terms
- Revenue
- Referral commissions, ads
Works like: TexasHomeBills™Study-abroad & travel agencies
- If you have
- School and program details, visa experience, student reviews
- It becomes →
- A verified school and program search in your customers' own languages
- Revenue
- Ads, partner commissions, leads, data API sales
Works like: USAnaru™Clinics & healthcare
- If you have
- Procedure FAQs, insurance coverage know-how, multilingual patient questions
- It becomes →
- Multilingual procedure and coverage guides, with a NaruBot™ that answers only from information your clinic approved
- Revenue
- More bookings, fewer front-desk calls
Works like: MyGeneLog™Academies & education
- If you have
- Question banks, exam results, and admissions outcomes
- It becomes →
- School-by-school admissions data and adaptive practice tests
- Revenue
- Subscriptions, ads
Works like: Texas CBE™Construction & remodeling
- If you have
- Past quotes, material prices, and project timelines
- It becomes →
- A cost estimator and material price tracker for homeowners
- Revenue
- Project leads, supplier ads
Food & supply distribution
- If you have
- Item-level price histories and supplier delivery records
- It becomes →
- A price tracker and alert service for restaurants and stores
- Revenue
- Subscriptions, supplier ads, data API sales
Manufacturing
- If you have
- Equipment logs, defect records, and supplier lead times
- It becomes →
- An internal quality and supplier dashboard that flags problems automatically
- Revenue
- Lower defect and downtime costs
Don't see your industry? The pattern works anywhere there's data people care about. Tell us what you have. Contact us →
Two ways to use it
Launch a new data service
Turn what you know into a standalone product — a comparison site, a verified directory, an analysis news service, a niche job board, a test-prep platform — with its own audience and revenue. All seven of our own platforms started this way.
Automate the business you already run
Move the work that lives in spreadsheets, inboxes, and people's heads into a platform that runs it: intake, records, multi-role workflows, reporting, and customer answers. Our J-1 exchange-visitor platform does this for a program with host families, students, coordinators, and partner agencies on one system.
How we build it
The same six steps behind every platform we run. Each step is a component you can also see in detail.
1. Find the data asset
Start with what you already have: years of field experience, customer and transaction records, pricing, documents — plus the official public data in your industry. Most businesses are sitting on a data asset they've never treated as one.
2. Collect, structure, verify
Automated pipelines pull the data together, clean it, and check it — every fact tied to a source and a check date, refreshed on a schedule instead of by hand.
3. Build the platform
A fast, searchable web platform around the data: search and filters, comparisons, detailed profiles, alerts, multiple languages — designed for your customers, not as an internal admin screen.
4. Add the AI layer
NaruBot™ answers customer questions only from your verified data, and a public API / MCP server lets AI assistants like Claude and ChatGPT query the platform directly.
5. Get found by AI search
Structured schema, llms.txt, sitemaps, and AI-crawler rules so Google, ChatGPT, and Perplexity can find and cite you — with crawler reporting that shows whether it's working.
6. Automate and monetize
Updates, publishing, and reminders run on their own. Revenue is designed in from day one: advertising — including a self-serve ad system advertisers buy from directly — affiliate and partner referrals, paid reports, and selling access to the data itself through an API.
More references
Other production systems we designed, built, and run — from automating an existing program to our own software products.
J-1 Exchange Visitor Platform
Multi-role platform (host families, students, coordinators, partner agencies) built for U.S. Department of State SEVIS compliance, with background-check workflows and coordinator reporting dashboards.
ustrainee.org ↗Texas RE PREP™
Subscription exam-prep platform for Texas real estate licensing candidates, covering both National and Texas-specific exam portions with a self-serve purchase and refund flow.
texasreprep.com ↗NaruBase™
Our own product suite, not just client work — Probe, Cloud, Wireless, and FlowReach network-management and automation tools, sold and licensed directly from this site.
Learn more →How an engagement works
Free initial consult
We look at what data you have, what you want it to do, and whether a platform makes sense — before any billing starts.
Data assessment & fixed quote
$490
About a week to map your data, the platform plan, and the revenue model, ending in a fixed quote. Credited in full when you build.
Build, launch, own it
From $14,900
Your data and infrastructure are yours from day one, and you get the full source code with a license to run and change it for your own business. After launch, improvements and new features are quoted the same way, only when you need them.
Frequently asked questions
What kind of data can become a platform?+
Almost any data that customers or partners care about: industry know-how, pricing, product or ingredient records, listings, schedules, regulations, filings — your own records combined with official public data in your field. Our own platforms are built on cosmetics regulations, Texas electricity plans, a U.S. school registry, job listings, SEC filings, genetics research, and Texas curriculum standards.
Our data is messy. Can we still start?+
Yes, that's the normal starting point. Collecting, cleaning, and verifying data is step two of every build, and it's automated, so the data stays clean after launch instead of being a one-time cleanup.
How does a data platform make money?+
The revenue model is designed in from the start, not bolted on later. Across our own platforms we use advertising, affiliate and partner referrals, paid reports, and data API sales — free access with attribution, a paid Pro data plan, and enterprise licenses for brokerages and media. The right mix depends on your audience and your data.
How long does it take, and what does it cost?+
A $490 data assessment comes first and is credited in full toward the build. Platform packages start at $14,900 (Starter) and $39,000 (Growth); larger integrations are quoted. You get a fixed quote before work starts, with no long-term contract.
Who owns the platform and the data?+
Your data, domains, and infrastructure accounts are in your name from day one, and you get the full source code with a perpetual license to run and change it for your own business. Reselling or commercially redistributing the code isn't permitted, and shared components such as the NaruBot™ engine remain ours. We've written on our blog about why owning your data matters even more in the AI era.
Do we need our own technical team?+
No. You bring the industry knowledge; we handle data, engineering, AI, and search visibility end to end, and explain every decision in plain language.
Do you work with businesses in Korea?+
Yes. We work in Korean and English, remotely, in any timezone, and several of our own platforms are multilingual by design.
Have data your business isn't using yet?
Tell us what your business does and what data you have — we'll tell you plainly whether a platform makes sense and what it would take.
Contact us
