Candice AI - MCP

Turn 500 Complex Documents into a Verified Database. Overnight.

Generic AI hallucinates. Manual review takes weeks. Candice AI transforms your messiest financial, legal, and compliance PDFs into structured data with zero blind spots and 100% source-level traceability. Stop doing data entry. Start making decisions.

You cannot pass an audit on an AI's "best guess."

Normal AI models are brilliant, but they hallucinate on complex tabular data. In finance, legal, and compliance, a 5% error rate is a multi-million dollar liability.

Why elite teams use Candice instead of generic LLMs

We don't just give you an answer; we show you the exact math.

AI proposes the data, but strict, hard-coded rules verify it.

Fully sovereign, FINMA & GDPR compliant, hosted in Switzerland.

Choose your outcome. Start seeing ROI this week.

No 12-month IT integrations. No endless pilot purgatory.

Don't let your analysts spend 3 weeks in a data room. Send us 500 unstructured quarterly reports under NDA. By tomorrow morning, receive a structured database of 147 financial metrics per company, with every number hyperlinked to its source.

Responding to a FINMA audit or regulatory finding? We deploy securely on your private cloud to process thousands of policies and map compliance gaps with 100% traceability.

Process 10,000 global invoices or 200 complex vendor contracts a day. Candice auto-approves the standard 85% and flags the high-risk anomalies for human review.

Never guess where a number came from again.

Models propose. Deterministic code decides.

Upload PDFs, scans, charts, and tables. We use multiple top-tier models to read the same document simultaneously.

We never let AI "guess" financial totals or legal clauses. If the models disagree, strict deterministic code resolves it. Every output is verified, corrected, or flagged.

You receive beautifully structured data. Click any single data point to instantly see the exact page, paragraph, and confidence score it came from.

Deploy on-premise or on your private cloud. Your data never leaves your perimeter.

Your private documents are never used to train public AI models. Period.

Designed specifically to meet FINMA, GDPR, and the EU AI Act requirements.

Stop fighting RAG hallucinations. Plug Candice's deterministic memory backend into your existing AI agents via our Model Context Protocol (MCP) in 5 minutes.

White-label Candice to execute your client's 6-month document audits in 15 hours. Double your project margins.

Your AI ambitions deserve world-class talent

Don't settle for generic AI consultants. Our Stanford-affiliated researchers embed directly in your team — shipping production-grade AI systems, not slide decks.

Deep expertise in RAG, AI Safety & MLOps

Building the governance foundation for enterprise AI-powered teams.

Guillaume leads Candice AI's vision and products

Former management consultant with 24 years of experience helping organizations like Swisscom, Pictet, and Swiss Post solve complex strategic challenges and leverage digital transformation.

Co-founder of Knowledge Expert, scaled from 2 to 150 employees before acquisition by Capgemini where he served as VP.

Luc drives growth, hiring, and market development

16+ years driving digital strategy for multinationals. Former Business Owner at Knowledge Expert before Capgemini acquisition.

Feras scales and secures Candice AI's engine

Former Senior Director at Knowledge Expert, led development of Test Maker and DX Bridge platforms serving global clients.

Ready to stop reviewing and start deciding?

Let your experts debate strategy, not verify data entry.

Bring a complex, redacted PDF to the call. We'll extract it live.

© 2025 Candice Sàrl. All rights reserved.

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