Niko M.web + software engineer
Publishing / data / AIWorking system · live growth data pending

Build the publishing operation, not another pile of pages.

A large site portfolio is a selection, data, review, media, deployment, measurement, and recovery problem. I built one system around the whole operation and adapt it for teams whose workflow has outgrown scripts and spreadsheets.

Validated 50,000-page streaming renderer · source evidence, review, scheduling, static releases, and rollback in one control plane

Delivery
Built for your operation
Infrastructure
Your server or cloud account
Typical scope
$20k–$100k+
Support
Handoff or ongoing help
The workflow

How the work moves

  1. Source library
  2. Plan and generate
  3. Review evidence and media
  4. Schedule
  5. Static release
  6. Measure and correct
What works now

The core workflow already works.

A publishing system fitted to your data, editorial rules, templates, providers, and hosting.

  • One working site or vertical
  • One primary data source
  • One template family
  • Generation, review, and publishing workflow
  • Deployment and basic operating documentation
  • Measurement hooks for cost, publishing, and indexation
What I tailor

I fit it to how your team works.

I fit the data model, rules, interface, integrations, permissions, hosting, review steps, and reporting to your business. The real work is joining those parts without breaking the operation you already have.

Runs on infrastructure you control. I retain the reusable platform core; you own your sites, data, content, and business-specific work.

What I can show

The current system already does this.

The platform already handles ingestion, keyword selection, generation plans, review, media, deployment, provider spending, IndexNow, and retained indexation history. Live portfolio growth data is still being collected.

Not a fit if

When I would not recommend it.

  • A first website with no established data, market, or operating owner
  • Guaranteed rankings, traffic, citations, leads, or revenue
  • Publishing that removes human and legal responsibility from the operator
Rendered examples

The same source material in three layouts.

Neutral publishing fixture rendered in the Radiant layout
Radiant: structured guides and comparisons.
Neutral publishing fixture rendered in the Signal layout
Signal: the same source library as an editorial experience.
Neutral publishing fixture rendered in the Atlas layout
Atlas: the same facts as a dense reference index.
Related builds

These cases show the migrations, tests, and applications behind this system.

Publishing control planeThe 50,000-page renderer, evidence, review, and release workflow. Official-data trend releasesA public-data pipeline built from official US and UK source files. Evidence-backed review sitesCrawl evidence, scoring, operator approval, and static publication.
Before the full build

Start with a short technical planning phase.

$2.5k–$6k · usually 5–7 business days

I inspect the current system, map what can be reused, identify the risky parts, and leave you with a build plan and a tighter price. Clear scopes go straight to a quote.

Estimate your version

See which decisions move the price.

This gives you the right order of magnitude. Data quality, integrations, migrations, deadlines, and who runs production can move it.

Add what your version needs
Likely implementation range $20k–$100k+

The estimate assumes one main decision-maker, workable source data, your hosting, and that I keep the reusable core.

After launch
Send me this scope
After the build

Take the handoff or keep me involved.

For 30 days after handoff, I fix anything that does not match the agreed build. After that, you can run it yourself or keep me on for maintenance, production help, or reserved development time.

Handoff

No ongoing fee

You take over the agreed release. I still fix build defects for 30 days; ongoing updates and operational help are separate.

Maintenance

$1.5k–$3k/month

Annual commitment. Scheduled releases, security and compatibility fixes, and planned upgrade help. No incident response or custom development.

Production support

$3.5k–$6.5k/month

Six-month minimum. Maintenance, one-business-day response on working days, deployment help, and a monthly allowance for incident or operational work.

Reserved engineering

$7.5k–$12k/month

Six-month minimum. Priority queue, planned release work, and reserved engineering capacity. Unused capacity does not roll over; larger features are scoped separately.

The accepted build includes a defect-correction period. Updates, incidents, and reserved engineering time are paid separately.