Data aggregator
platform development
in Berkeley

We develop platforms that match your workflows, connect with your systems, and evolve with your operations.

Live connections to multiple sources

Scalable, secure architecture

Tailored logic that matches your business

Challenges we solve

Simple on the surface.
Complex where it counts.

As a development company we design custom aggregator platforms around real data flows — with tailored logic, format normalization, and infrastructure that scales with your growing data sources.

50 sources. 50 different formats.

Custom parsing turns messy feeds into usable structure.

Data everywhere. No way to act.

Aggregator platforms become a single, usable layer.

Everything updates — just not here.

API aggregator with real-time sync keeps data fresh.

Built once. Broken too often.

Fallback logic keeps integrations stable.

Who we work with

Startups

Turn a concept into a custom-built aggregator — fast, flexible, and ready to validate your idea.

MVP in 4–6 weeks
Key integrations and data parsing
Scalable backend from day one

Launch MVP

Small businesses

Turn scattered tools and feeds into one clear interface — with filters, sync, and real visibility.

Clean output from chaotic
No-code controls for perfect sync
Evolves with your operations

Build your aggregator

Corporations

Aggregator platforms built for scale — with smart logic, audit trails, and full integration control.

Complex source mapping
Sync and fallback systems
Security and uptime guarantees

Discuss your project

Can't I just connect some APIs and call it an aggregator?

You could — but that's just a feed.

A real aggregator doesn’t just collect — our digital studio syncs, cleans, enriches, and reshapes data into something teams can trust and act on.

With the right logic in place, things don't just show up — they make sense, stay current, and actually drive action.

What goes into building an aggregator

Feeds in. Structure out.

Each source is parsed, cleaned, and reshaped — not just shown.

Custom formats

Consistent schema

Logic behind every listing

Ranking, visibility, and grouping all follow clear rules — not guesswork.

Scoring system

Smart filters

Updated by design

Your data stays fresh with automatic syncs and smart triggers — no user input required.

Background sync

Trigger-based updates

Easy to grow, hard to break

New sources integrate without chaos — logic stays intact, and the platform doesn't need constant fixes.

Extensible logic

Stable endpoints

Still mapping it out?

Let’s chat

Aggregator development
pricing in Berkeley

We scope each build individually — based on your data sources, sync logic,
and platform complexity.

Simple feed viewer with basic styling

~ $15,000

Functional aggregator with filters and sync

~ $30,000

Scalable platform with integrations and fallback systems

~ $55,000

*Final pricing depends on source variety, sync frequency, fallback logic, and front-end design depth.

Get your custom estimate

What our clients say

Marcus Brown

Marketing Director

We've worked with Toimi on two projects now, and both times the result was spot on. Timelines were realistic, communication was clear, and the team handled all details without us having to chase.

Susan Miller

HR Director

They didn't just ship features — they explained trade-offs, suggested improvements, and really thought about long-term use. Felt like an extension of our team.