Enterprise AI · Built for the Modern Organisation

Fossentra Platform

Transform how your organisation thinks, works, and acts on knowledge

Fossentra Platform is an advanced enterprise AI system that helps organisations automate complex cognitive tasks, extract insight from large document sets, and deploy intelligent language agents — all with the privacy controls and transparency that serious businesses require.

99.9%
API Uptime SLA
180B+
Model Parameters
<120ms
Response Latency
GDPR
Privacy Compliant

What Fossentra Platform can do for your team

Fossentra Platform is not a chatbot or a search engine. It is an enterprise AI reasoning system engineered to handle the cognitive workflows that matter most to your organisation — at scale, with precision.

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Advanced Language Generation
Draft complex reports, internal memos, client communications, or regulatory submissions in seconds. The model automatically adapts tone, register, and format to the context you define — every single time.
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Document Analysis & Comprehension
Upload contracts, compliance policies, financial filings, or technical manuals. Fossentra Platform reads, reasons, and answers your specific questions with a precision that no keyword search can match.
⚙️
Cognitive Workflow Automation
Connect via REST API. Automate classification, data extraction, translation, summarisation, and reformulation — without writing a single rule or training a model from scratch.
💬
Custom Conversational Agents
Deploy specialised assistants for HR, legal, customer support, or procurement — trained on your proprietary data, aligned with your terminology, operating in the language your team works in.
🌐
Native Multilingual Processing
Operate in English, French, German, Spanish, and over 40 languages with consistent generation quality. Translation and cross-lingual analysis are natively integrated into every model call.
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RAG & Knowledge Base Integration
Connect your internal documents via Retrieval-Augmented Generation. Every response is grounded in your real data — verifiable, traceable, and anchored to sources you control.

fossentra-platform :: neural-stream :: CORE-EN
[ 10:14:02 ] MODEL_CORE :: Request received — context: 8,192 tokens | Language: en | GDPR: compliant
[ 10:14:02 ] RAG_ENGINE :: Vector retrieval complete — 12 relevant chunks identified
[ 10:14:03 ] INFERENCE :: Generation started — temperature: 0.3 | data isolation: ON | audit: active ✓
[ 10:14:03 ] SAFETY :: Content filter: OK | Hallucination score: 0.02 | Data: EU infrastructure only
[ 10:14:04 ] OUTPUT :: Response: 847 tokens | Latency: 114ms | Region: eu-west-1 ✓
[ 10:14:04 ] SYSTEM :: Ready for next request — EU data sovereignty: maintained

Operational in three steps

No dedicated AI team required. Fossentra Platform is designed to be deployed by your existing IT or operations staff — and used by anyone in the organisation from day one.

01
Connect Your Data Sources
Import internal documents, regulatory archives, CRM records, or compliance files. Fossentra Platform accepts PDF, DOCX, CSV, and JSON — and automatically indexes all content within minutes. Your data stays within EU infrastructure from the first upload.
02
Configure Agents and Workflows
Set up AI assistants via no-code interface or API. Define working language, topic focus, response boundaries, and accessible sources for each agent. Most configurations are completed in under one hour.
03
Deploy and Measure Results
Integrate with Microsoft 365, Slack, your intranet, or custom internal applications via API or embeddable widget. The analytics dashboard tracks usage, response quality, and measurable time savings across every team that adopts it.

Fossentra Platform across every sector

From mid-market firms to global enterprises, Fossentra Platform adapts to the specific regulatory, linguistic, and operational requirements of every sector and organisation.

LEGAL
Law & Compliance
Contract Analysis
Clause review & risk flagging
FINANCE
Banking & Insurance
Regulatory Reporting
Automated compliance synthesis
HEALTH
Healthcare & Pharma
Clinical Summaries
Regulatory documentation
GOV'T
Public Administration
Policy Drafting
Official document support
ENERGY
Energy & Utilities
Technical Documentation
Regulatory filings
RETAIL
E-commerce & Brands
Multilingual Content
Personalisation at scale
EDU
Education & Training
Adaptive Learning
Personalised curricula
TECH
Software & SaaS
AI Feature Embedding
API-first, zero friction

Intelligence built for real enterprise problems

Who we are, why we built this platform, and what makes Fossentra Platform the AI choice for organisations that take privacy, output quality, and accountability seriously.

Where We Started

Fossentra Platform was born from a conviction shared by its founders: modern organisations deserve AI tools built to their standards — not off-the-shelf platforms retrofitted with superficial localisation and opaque data handling. Too many enterprises have had to accept privacy trade-offs simply because no credible alternative existed.

We brought together NLP researchers, enterprise integration engineers, and compliance specialists to build that alternative. GDPR compliance, multilingual parity, and EU data residency are foundational architecture decisions in Fossentra Platform — not features bolted on after the fact.

"The most capable AI platform available to enterprises should not require routing sensitive data through foreign servers or accepting terms written for entirely different markets. Fossentra Platform was built to close that gap — permanently."

Large Language Models Advanced NLP RAG & Embeddings Enterprise AI

Our Technical Philosophy

At Fossentra Platform, we believe the quality of an AI system is measured not by the sophistication of its parameter count, but by the reliability of its outputs in real-world operational contexts. That is why we invest as much in hallucination detection, response calibration, and source traceability as in raw model performance.

Every response generated by Fossentra Platform is verifiable: you always know which data the answer draws from, what confidence level the model assigns, and which sources were consulted. This transparency is non-negotiable — it is the essential foundation of responsible enterprise AI deployment.

Who Is Fossentra Platform Built For?

The platform serves three distinct profiles: business teams seeking to automate repetitive cognitive tasks without technical expertise; developers looking for a robust API to embed LLM capabilities directly into their applications; and organisations that want to deploy domain-specific AI agents on their own data, in a secure and fully controlled environment.

Fossentra Platform in Depth: Architecture, Ethics, and the Future of Enterprise AI

We are living through a defining moment in the history of computing. Large language models have crossed a qualitative threshold that fundamentally reshapes the relationship between humans and machines. Fossentra Platform is built to ensure that this transformation delivers concrete, measurable benefits to the organisations that adopt it — not in some hypothetical future, but today, within the workflows that drive their daily operations.

On the technical side, Fossentra Platform is built on a multi-layer architecture. At its core sits a 180-billion-parameter language model, pre-trained on a diverse multilingual corpus and fine-tuned via reinforcement learning from human feedback (RLHF). This base model is augmented by a vector retrieval system (RAG) that grounds every response in your specific organisational data — reducing hallucinations to documented, measurable levels rather than treating them as an acceptable background risk.

Response latency is a central engineering challenge in production AI applications. We have built our inference infrastructure to deliver complete responses in under 120 milliseconds for standard requests — through aggressive optimisation of model quantisation layers, intelligent caching of frequently accessed embeddings, and geographic distribution of compute nodes. For end users, this speed is imperceptible. That is precisely the goal.

The question of data security sits at the centre of every architecture decision we make. Fossentra Platform operates in full isolation mode: your data is never used to train our models, never routed to third-party systems, and is processed in dedicated execution environments that meet SOC 2 Type II and GDPR requirements. For the most sensitive deployments, we offer a private infrastructure option — on-premise or dedicated VPC — where the model runs entirely within your data sovereignty perimeter.

We take the ethical dimensions of generative AI seriously. Fossentra Platform integrates multiple filtering layers: a module for detecting harmful or inappropriate content, a factual verification system through cross-referencing of available sources, and a mechanism for identifying systemic biases in model outputs. These layers are not optional add-ons — they are active by default on every platform instance, regardless of configuration.

Our roadmap for the coming quarters includes multi-step AI agents capable of orchestrating complex tasks across multiple enterprise systems simultaneously, native multimodal understanding (text, image, table, chart), and a persistent memory system allowing Fossentra Platform agents to maintain conversational context across weeks or months.

In short, Fossentra Platform is not a finished product — it is a living platform that evolves with AI research and user feedback. Our commitment is to maintain that evolution within three immutable principles: measurable output quality, full transparency about how the system works, and uncompromising protection of our clients' data.


Your data stays yours

In a world where enterprise data is the most valuable resource, Fossentra Platform has been architected from day one around one non-negotiable principle: complete sovereignty over your data.

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EU Data Residency
All client data is processed and stored exclusively within European cloud regions (AWS eu-west-1 and Azure West Europe). Network egress controls prevent routing outside the EU without explicit authorisation — independently auditable by your security team.
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End-to-End Encryption
All communications between your systems and Fossentra Platform use TLS 1.3. Data at rest is encrypted with AES-256. Interface access is protected by two-factor authentication and granular role-based permission controls.
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GDPR & SOC 2 Compliance
Fossentra Platform is fully compliant with GDPR requirements and certified SOC 2 Type II. We provide tailored Data Processing Agreements (DPAs) adapted to each sector's specific regulatory requirements.
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Complete Inference Audit Trail
Every query, every generated response, and every source consulted is recorded in an immutable, exportable audit log. You have complete visibility over model activity within your environment at all times.

Your questions about Fossentra Platform

The most frequently asked questions about our AI platform — answered clearly, without unnecessary jargon.

Fossentra Platform is fundamentally different from a standard chatbot. Where a chatbot follows predefined decision trees, Fossentra Platform reasons over open-ended contexts in natural language. The platform analyses your internal documents, maintains coherence across long conversations, generates complex content, and integrates into your systems via API — capabilities that are simply out of reach for any conventional chatbot.
Never without your explicit, formally documented consent. Your documents, queries, and conversation history are not used to train or fine-tune our models by default. Every client operates within a fully isolated execution environment, governed by a clear Data Processing Agreement that is fully compliant with GDPR.
Fossentra Platform integrates three complementary mechanisms. The RAG system anchors responses in your real documents rather than relying solely on the model's parametric memory. A confidence calibration module explicitly flags uncertainty at the boundaries of available knowledge. Finally, a cross-source verification system reduces unsupported claims to documented, measurable levels.
A basic REST API integration can be completed in a few hours using our documentation. For non-technical teams, the no-code interface enables configuration of agents and workflows without writing code. A solutions engineering support programme is available for complex enterprise deployments.
Yes. For organisations with strict data sovereignty requirements — including regulated institutions, healthcare organisations, and high-security sectors — Fossentra Platform is available as a private deployment running entirely within your own infrastructure, with zero data flows to external servers.

Ready to bring enterprise AI into your organisation?

Join the Fossentra Platform early access programme. Be among the first organisations to deploy AI built to your privacy standards, in your language, on your infrastructure.

No payment details required. GDPR-compliant data handling guaranteed from day one.
Disclaimer: Fossentra Platform is a generative artificial intelligence tool. Outputs produced by the model are generated automatically and may contain inaccuracies. They do not constitute legal, medical, financial, or professional advice of any kind. The user is solely responsible for how they apply system outputs. Fossentra Platform does not guarantee the absolute accuracy of generated content and recommends human verification for any critical application.