Automate
M&A Deal
Data Collection

Our AI agents extract structured data from websites, regulatory filings, press releases, and investor reports - 10x faster than manual workflows.

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Trusted by market intelligence, research, and data teams 

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Built for market intelligence, research and data teams

Stop wasting analyst time on repetitive scraping and data entry. Start scaling coverage, data and insight output, without growing headcount.

Save 20+ Hours weekly per Analyst

Reduce time spent extracting deal and company data from 20+ hours a week to under 3

Expand Coverage by 40%

Catch deals your competitors miss. Automate data extraction from filings, press releases, earnings reports, and more 

Unlock New Revenue

Faster data → faster insights → faster client wins. One client used our data to close a $2M advisory deal

Automate complex data collection workflows with high-performance Agents

Accurate and Reliable Financial Data Collection

Our agents are trained on financial filings, press releases, and investor disclosures. We crawl, parse, and validate deal-related data with analyst-grade precision—ready for direct use in models, dashboards, or client deliverables.

Full Observability and Confidence

Track every agent's decision with complete transparency. See what was extracted, verified, and flagged. Full audit trails for regulatory and team-level assurance.

Modular & Flexible Architecture

Deploy agents that behave like analysts: one crawls, one parses, several verify, and one ensures deduplication. Customise the pipeline to your firm’s exact workflow, coverage needs, and reporting structure.

Fast & Easy Agent Configuration

Quickly configure agents to extract the financial data you need—M&A, fundraising, company financials, fund performance—without needing to code. Our intuitive interface supports custom schemas and validation rules.

Deploy Agents Across your Existing Applications

Radiant AI integrates with dozens of applications to enable hundreds of use cases  

Real time Agentic Research & Data Scrapping

Design and deploy AI agents that effortlessly handle complex tasks, scaling your workflows reliably with agentic orchestration.

  • M&A transactions and deal metadata
    Track acquisitions, mergers, and strategic transactions as they happen across all major markets.

  • Fundraising events and valuation data
    Monitor venture rounds, IPOs, and private equity deals with complete funding details and valuations.

  • Company financials from earnings reports
    Extract key financial metrics, revenue growth, and performance data from quarterly and annual filings.

  • Executive and investor data from filings
    Capture leadership changes, board appointments, and institutional investor movements automatically.

  • Sector-specific signals across multiple sources
    Identify industry trends, regulatory changes, and market shifts relevant to your coverage areas.

  • Clean data delivered into your dashboards, database or internal tools
    Seamlessly collect and merge insights from multiple sources with consistency and traceability.

What makes our agent technology different ? 

Discovery and Planning

We start by getting to know you and the team—your vision, your goals, and the impact you want to make. We’ll pinpoint exactly where AI can add the most value. If everything aligns, you’ll receive a clear breakdown of the timeline and costs within 24 hours of our initial call, so you know precisely what to expect before we begin.

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Design & Collaboration

Our team collaborates closely with you to outline a strategic plan for your AI solution. Together, we’ll create mockups and wireframes, ensuring you can visualize the outcome before we write a single line of code. This keeps the process efficient, transparent, and genuinely collaborative.

Delivery & Evaluation

Once you’re satisfied with the designs, we build test and deploy custom AI solutions. You’ll have hands-on access at every stage, testing features in real time and offering feedback. After launch, we evaluate the AI solutions against agreed goals and then we incorporate any feedback you may have for improvement.

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Loved by forward-thinking teams

“The Radiant AI platform has helped me and the team cut analysis and assessment time by 60%. We can now spend more time developing climate risk mitigation strategies and less time on admin. We're happy to be working with the Radiant team.”  

Maria

Head of Innovation

“The Radiant AI platform has been instrumental in helping us quickly and accurately extract data from ESG reports. We are delighted with our collaboration.”

Samia
Senior Consultant

“We now automate most of our analysis, research and admin work. Radiant has been an excellent partner. They have cut our internal costs by 30%.”


Alberto
Operations Director

Industries We Serve

Our expertise spans across a range of industries and verticals.

Startups & Scale Ups

Scale research without scaling headcount. Automate market scanning, data collection and data entry tasks.

Data Intelligence Platforms

Automated data research, analysis and data collection. Deliver structured external data to fuel dashboards, product decisions, and internal tooling.

Financial Data Providers

Real-time financial data extraction from earning calls, investor reports, news websites, financial fillings and more.

Lead Gen & Sales

Automate data collection, verification from multiple sources to ensure high data quality and validity.

Recruitment Teams

Automate enrichment of leadership and company profiles to power sourcing, candidate research, and firmographic insights.

Alternative & Private Data

Scalable fathering of non traditional data and unique data sets to maintain data freshness.  

Consulting & Research

Continuous monitoring of competitor activities, extracting structured data from unstructured websites

Real Estate Data

Automatically extracting property data from multiple sources, keeping information current and up to date.

Media & Monitoring Services

Scrape, categorise, and analyse large volumes of news and social content in real-time.

Analyst level reasoning, Machine level scale  

Our AI-powered agentic framework replicates the precision of an analyst team — but operates 24/7 at scale. It starts with a Web Crawler Agent that builds a real-time web graph across filings, press releases, investor pages, and regulatory sites. Then, a Parser Agent steps in to extract and structure deal, company, or financial data with high precision.

A final Validation Agent compares new data against previous records using vector search, deduplicates entries, and flags any anomalies or changes for review. Following the same deterministic steps as a human.

The outcome: clean, structured data delivered directly to your database, dashboard, or API — with full audit trails and traceability. Each agent acts like a domain specialist, working in tandem to ensure speed, precision, and trustworthiness.

Customer Success Stories

See how we've helped the most forward-thinking teams leverage AI to speed up and complete tasks 30%+ faster.

Automated Document data extraction and analysis with Orbis

Learn more

80% faster banking climate risk assessments and analysis with RBSI

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A wealth of AI and ML experience from these institutes
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Frequently Asked Questions

If you are hesitating, do not worry - we are here to explain
everything you might want to know. Let us help.

What makes Radiant AI different from scraping tools or web scrapers?

We don’t just pull HTML—we deliver structured, schema-aligned outputs with context-aware extraction. Our agents handle formatting, field mapping, and data normalisation automatically.

Can we define our own schema or fields?

Yes. You define the structure and rules, and our modular agents handle the extraction. From simple fields like "company name" to nested attributes like "funding round participants," it’s all configurable.

Which sources can your agents handle?

Any public data source—news sites, press releases, investor reports, company pages, PDF filings, and even fragmented sources across multiple URLs. We specialize in multi-source extraction.

How quickly can we get set up?

It depends. We can get a pilot live within a week if we have the right integrations already set up. But each case is different and depends on the client's specific needs.

Is it secure? Can we control where the data goes?

Absolutely. All data is processed securely with strict controls, and output is routed directly to your chosen tools—Excel, Google Sheets, Airtable, Notion, Snowflake, CRMs, and more.

Access our network of  ESG experts

Our extensive community network includes connections to various professionals in the sustainability and finance sectors.

Jeffrey

Jeffrey has over 20+ years in sustainability. Former environmental consultant. Now Chief Sustainability Officer at major investment firm overseeing ESG integration.

Janine

Started in renewable energy. MBA in sustainable business. She has 5+ years experience in water and waste management helping multinational food companies navigate complex regulations.

Amanda

Ex-environmental lawyer with over 15+ years of experience.  Amanda has held senior sustainability roles in consumer goods and tech. Board advisor on ESG strategy and implementation.