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.
We scope each build individually — based on your data sources, sync logic,
and platform complexity.
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.
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.
Fast, professional, and no overcomplication. Our landing page went live on schedule and performed better than expected.
Easy to work with, thank you!
Didn’t find what you were looking for? Drop us a line at info@toimi.pro.
Pricing depends on the number of data sources, required integrations, and feature complexity. A basic aggregator with a few feeds may start from a few thousand dollars, while enterprise-grade platforms with real-time sync, AI filtering, and custom APIs can require significantly higher investment. Fairfax companies — especially those near the George Mason University tech corridor — often need integrations with government data APIs, which we factor into scope. Exact cost is determined after we review your project brief and data architecture needs.
Timeline varies based on the number of external APIs, data parsing logic, and user-facing features. A simple aggregator collecting and displaying feeds from 3-5 sources typically takes 8-12 weeks. More complex platforms — comparison engines, real-time marketplaces, or multi-tenant dashboards — may take 4-6 months. Fairfax's proximity to federal contractors and Arlington tech firms means we often work with strict compliance and data security timelines, which we build into the schedule from day one.
Government contracting firms in Fairfax frequently need bid aggregators that pull opportunities from SAM.gov, state portals, and private RFP sources. Real estate agencies use property aggregators combining MLS feeds, Zillow, and local listings. Education technology companies near George Mason develop course and scholarship aggregators. We also serve legal, healthcare, and logistics companies that need centralized dashboards pulling data from multiple vendors, APIs, or public datasets specific to Northern Virginia operations.
We connect REST APIs, GraphQL endpoints, RSS/Atom feeds, web scraping pipelines, database exports, and third-party SaaS platforms. Whether you need to pull listings from Craigslist, job postings from Indeed, product catalogs from supplier APIs, or government contract data, we design parsers and ETL workflows to normalize and store everything in a unified database. For Fairfax clients near the Route 50 tech corridor, we often integrate federal datasets and Virginia state portals into aggregator backends.
We implement scheduled cron jobs, webhook listeners, and real-time polling mechanisms depending on source availability. Each data pipeline includes error handling, duplicate detection, and data validation rules. If a source changes its API or HTML structure, our monitoring alerts the team immediately. Fairfax businesses relying on time-sensitive data — like bid deadlines or inventory updates — receive priority support for pipeline maintenance and schema updates to keep feeds running without interruption.
Yes — we develop filtering, sorting, and side-by-side comparison tools tailored to your industry. Users can compare prices, features, ratings, or custom attributes you define. We build comparison logic into both the backend (scoring algorithms, recommendation engines) and frontend (interactive tables, cards, sliders). For Fairfax-based platforms targeting federal buyers or enterprise clients, we also implement compliance checks and vendor verification badges directly within the comparison interface.
We use Slack or email for daily updates and schedule bi-weekly video calls to review progress, test data pipelines, and adjust priorities. You'll have access to a staging environment where you can see live data ingestion and provide feedback on filtering logic or UI layout. Since many Fairfax clients work with government or enterprise stakeholders, we accommodate security reviews, NDA workflows, and detailed documentation requests throughout the project lifecycle.
We offer ongoing monitoring, API maintenance, and feature updates under a monthly retainer or per-incident support plan. If a data source changes its structure or rate limits, we adapt the parser and redeploy. We also provide analytics integration, performance optimization, and new source additions as your platform grows. Fairfax companies benefit from our familiarity with Northern Virginia hosting infrastructure and our ability to respond quickly to urgent fixes during business-critical periods.