SFDR 2.0 is coming. Your team spends 24 hours extracting data from a single asset. Your auditors want source documentation you cannot provide. And your board wants answers yesterday.
Trubient is not for everyone. It is specifically built for professionals who manage sustainable investment data under regulatory pressure and fiduciary responsibility.
You file SFDR disclosures. You answer to LPs who want to know your Article 8 fund actually meets the criteria. You cannot afford a greenwashing scandal.
Your clients expect you to handle their sustainability reporting. But getting consistent data from investment managers creates bottlenecks that blow your SLAs.
You're asked to verify sustainability disclosures, but clients hand you conclusions without showing their work. You need to trace claims back to source documents.
Your clients hire you for expertise, not data entry. But manual data gathering limits how many engagements you can handle profitably.
Trubient was not conceived in a startup incubator. It came from decades of watching smart people waste time on work that machines should do.
Our founder had spent over two decades in the Luxembourg fund industry—building operations, managing compliance, watching regulation evolve. When SFDR arrived, he saw something that made no sense: asset managers with billions under management were paying expensive analysts to copy numbers from PDFs into spreadsheets. The same work, repeated for every asset, every reporting period. Skilled people doing robot work.
Trubient emerged from a partnership with IQZ Systems, an AI engineering team with 140+ specialists and deep experience building intelligent automation for enterprise clients. We combined regulatory expertise with cutting-edge language models. The goal was specific: build an AI that reads sustainability documents the way a senior analyst would, but faster, more consistently, and with complete documentation of its reasoning.
We achieved Google Cloud certification and deployed our multi-agent architecture. Real asset managers started using the platform. The results confirmed our thesis: 96x faster data extraction. Complete source attribution. Audit trails that actually satisfy auditors. Private asset coverage that nobody else provides.
We rebranded to reflect what we've become: not just another tool, but a trusted source of intelligence for sustainable investment decisions. The name combines "true" and "ambient"—accurate data that surrounds and informs every decision you make.
In a world of black-box AI and opaque ratings, we chose the harder path. Every output from Trubient can be traced to its source. This takes more engineering effort, but it's the only way to build trust with regulated financial institutions.
When our AI cannot find explicit data, it says so. It explains what it looked for and why the information is not available. This is more useful than a confident-sounding guess that creates compliance risk down the line.
We are not in the business of selling ratings or opinions. We provide the data infrastructure. You apply your own investment philosophy, your own materiality weightings, your own scoring rules. The conclusions are yours.
Most sustainability data providers ignore private assets because they're harder to cover. But for many institutional investors, private equity, real assets, and infrastructure represent half the portfolio. We built Trubient to handle them with the same rigor as public equities.
Over 100 years of combined experience across fund operations, sustainability consulting, AI engineering, and enterprise software delivery.
SFDR, EU Taxonomy, GRI, SASB experts who know what regulators actually look for
Built multi-agent systems for Fortune 500 clients before applying them to sustainability
Scoring models, analytics engines, and the math behind materiality weightings
Implementation specialists who ensure you get value from day one
Headquartered in Luxembourg with global delivery centers, building a truly independent solution that strengthens the European fund ecosystem.
We're growing. If you're passionate about sustainable finance and building technology that matters, we'd love to hear from you.
From the moment you consider an investment to the day you exit, sustainability data shapes decisions. Trubient covers every stage.
Screen and assess targets before committing capital
Monitor holdings and track improvement over time
Generate disclosures with complete documentation
Before you commit capital, you need to know what you're buying. Not just the financial returns, but the sustainability profile that will shape regulatory classification, LP expectations, and reputational risk.
Your analyst requests sustainability reports from the target. They arrive as PDFs—some 200 pages, some with no table of contents. The analyst reads through, hunting for specific metrics. They copy numbers into a spreadsheet, convert units, cross-reference with other sources. Three weeks later, you have a rough assessment.
Problem: By the time you have answers, the deal timeline has moved. You make decisions on incomplete data or you lose opportunities.
Upload the target's documents. Our AI agents process them in parallel—one handles the sustainability report, another the annual filing, another the questionnaire responses. Within hours, you have structured data across all 15 metrics, with every value traced to its source page.
Renewable energy infrastructure · Private equity target
The European Commission's proposal moves from disclosure-based to category-based classification. Your Article 8 fund might not qualify under the new rules. Your Article 9 fund faces stricter thresholds. The transition period starts in 2027.
Trubient tracks your portfolio against these thresholds continuously. When your allocation shifts, you see immediately whether you're still within category requirements—before your next regulatory filing forces an uncomfortable reclassification.
We'll walk through your current holdings and show you exactly where you stand under the proposed categories.
Most AI is a black box. You put data in, answers come out, and you have no idea why. That's unacceptable for regulated investment decisions. Trubient is different by design.
Every single output from Trubient follows one rule: if you cannot trace it, you cannot trust it.
Every data point links to its source document and page number. Click through to see the original text.
When data isn't available, the AI explains why. No fabrication, no guessing, no false confidence.
Every extraction is timestamped and logged. Replay the AI's reasoning at any time.
A single AI model trying to do everything performs poorly at everything. Trubient uses specialized agents—each optimized for one task—coordinated by a supervisor that routes work intelligently.
Handles PDF parsing, OCR, table extraction, and document structure analysis. Converts unstructured files into machine-readable format.
Uses RAG (Retrieval Augmented Generation) to find specific metrics with contextual understanding. Cross-references related data points.
Monitors workflow status, alerts on completion or exceptions, routes items requiring human review to the right team members.
A general-purpose language model is a generalist. It can do many things adequately but nothing exceptionally. For high-stakes financial data extraction, adequate is not good enough.
Each Trubient agent is optimized for its specific task. The Document Processor is tuned for layout analysis and table extraction. The Data Extractor is trained on financial terminology and sustainability frameworks. The Supervisor knows when to escalate to human review.
The result: higher accuracy, better explainability, and graceful handling of edge cases that would trip up a single model.
Our proprietary framework covers Environment, Social, and Governance pillars aligned with global standards. Apply materiality weightings by sector and industry, or bring your own scoring methodology.
Built on proven technologies, certified by Google Cloud, and deployed through fully automated pipelines. No vendor lock-in. No proprietary black boxes.
Fine-tuned for financial documents and sustainability terminology
Autonomous multi-agent orchestration with human-in-the-loop
Certified build partner with enterprise security and scalability
Transparent, auditable stack with no proprietary dependencies
Fully automated deployment with version control and rollback
Bring one of your own documents. Watch our agents process it. Ask any question about how it works.
Whether you're preparing for SFDR 2.0, drowning in manual reporting, or just curious about what's possible—we're happy to show you.
We learn about your current process, your pain points, and what success looks like for you.
Bring one of your own documents. Watch our AI process it in real time. Ask any question.
If there's a fit, we'll scope a pilot that proves value before you commit fully.
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