Mobilize Your
Data Capital.
We transform "Dead Data" and fragmented silos into liquid, AI-ready assets.
No generalist IT. No multi-year roadmaps. We engineer the high-velocity data layer that drives EBITDA and maximizes Exit Multiples.
The Problem:
The "Data Debt" Discount.
Every company in your portfolio has a hidden liability: Data Debt. Proprietary intelligence is trapped in legacy ERPs, disconnected CRMs, and on-premise silos. In Private Equity, this isn't just a technical annoyance. It is "Dead Capital." It is an asset on the books that generates zero yield and creates massive due diligence risk at exit.
The Agnosphere Solution:
Technical Liquidity.
Agnosphere is a boutique execution unit. We are not generalist consultants. We do not write strategy decks. We are Data Architects for the Mid-Market. We deploy rapidly to structurally reorganize your portfolio's data into a unified, secure "Context Layer" - bridging the gap between "we have data" and "we profit from AI."
The Agnosphere Advantage
VELOCITY
From Silo to Insight in <100 Days.
Traditional integration takes years; your hold period doesn't allow that. We bypass "Rip and Replace" ERP migrations. Instead, we overlay an agile Data Mesh on top of existing chaos. We extract, normalize, and activate data for high-impact AI use cases (Churn Prediction, Pricing Optimization, OpEx Reduction) at the speed of the deal cycle.
The Impact: We align technical execution with your Value Creation Plan (VCP) timeline, delivering results in Q1, not Year 3.
VELOCITY
From Silo to Insight in <100 Days.
Traditional integration takes years; your hold period doesn't allow that. We bypass "Rip and Replace" ERP migrations. Instead, we overlay an agile Data Mesh on top of existing chaos. We extract, normalize, and activate data for high-impact AI use cases (Churn Prediction, Pricing Optimization, OpEx Reduction) at the speed of the deal cycle.
The Impact: We align technical execution with your Value Creation Plan (VCP) timeline, delivering results in Q1, not Year 3.
PRECISION
Hallucination-Resistant Architecture.
Generative AI in the enterprise fails without a "Source of Truth." We bring Big Tech rigor to the mid-market, building resilient Context Layers (RAG Architectures) that ground your AI agents in proprietary facts, not generic training data. We turn "prompts" into reliable business processes.
The Impact: We de-risk the AI implementation, protecting your reputation and ensuring GDPR/Compliance readiness for the next buyer.
PRECISION
Hallucination-Resistant Architecture.
Generative AI in the enterprise fails without a "Source of Truth." We bring Big Tech rigor to the mid-market, building resilient Context Layers (RAG Architectures) that ground your AI agents in proprietary facts, not generic training data. We turn "prompts" into reliable business processes.
The Impact: We de-risk the AI implementation, protecting your reputation and ensuring GDPR/Compliance readiness for the next buyer.
AGNOSTICISM
Vendor-Neutral Liquidity.
We do not resell software. We do not lock you into a "Black Box" platform. We build an open, flexible data architecture that allows you to plug in any AI model (OpenAI, Anthropic, Llama) today or tomorrow. We build for the Exit Story -ensuring the technology stack is a transferable asset the next buyer pays a premium for.
The Impact: No "Vendor Debt." You own the IP. You own the architecture.
AGNOSTICISM
Vendor-Neutral Liquidity.
We do not resell software. We do not lock you into a "Black Box" platform. We build an open, flexible data architecture that allows you to plug in any AI model (OpenAI, Anthropic, Llama) today or tomorrow. We build for the Exit Story -ensuring the technology stack is a transferable asset the next buyer pays a premium for.
The Impact: No "Vendor Debt." You own the IP. You own the architecture.
Core Capabilities
Tactical interventions that move the needle on enterprise value.
Data Mobilization
We liberate your data.
We technically consolidate fragmented data sources (CRM, ERP, Files) from acquired entities or legacy systems into a unified, accessible "Source of Truth."
Data Mobilization
We liberate your data.
We technically consolidate fragmented data sources (CRM, ERP, Files) from acquired entities or legacy systems into a unified, accessible "Source of Truth."
Operating Partner Translation: "We create a Single Source of Truth for the Board." Tech Reality: Consolidating fragmented SQL/NoSQL, ERP, and File data into a unified Data Lakehouse (Snowflake/Databricks/BigQuery) without disrupting ops.
AI Context Layer
We bridge the gap.
We build the secure middleware that allows AI models to access your private data without training on it. This ensures privacy-compliant, fact-grounded AI operations.
AI Context Layer
We bridge the gap.
We build the secure middleware that allows AI models to access your private data without training on it. This ensures privacy-compliant, fact-grounded AI operations.
Operating Partner Translation: "We make the company AI-compatible without leaking IP." Tech Reality: Engineering Vector Databases and RAG (Retrieval-Augmented Generation) middleware to securely ground LLMs in your private data.
Automated Value Creation
We deploy the asset.
Once data is liquid and AI-connected, we implement automated agents for Churn Prediction, Sales Intelligence, or OpEx reduction - turning the asset into EBITDA.
Automated Value Creation
We deploy the asset.
Once data is liquid and AI-connected, we implement automated agents for Churn Prediction, Sales Intelligence, or OpEx reduction - turning the asset into EBITDA.
Operating Partner Translation: "We use AI to strip out OpEx and drive Revenue." Tech Reality: Deploying autonomous agents for Sales Intelligence, Automated Customer Support, and Dynamic Pricing.
Leadership
Urs Steurer
Managing Director
The Strategist. Ex-Google.
He bridges the gap between technical possibility and P&L reality. He identifies which "dead" data silos hold the highest potential for EBITDA uplift and ensures every line of code written aligns with the Investment Thesis and Exit Story.
Jakob Schlegel
Tech Lead
The Architect. Deep-Tech Native.
Jakob builds the engines. He specializes in "Technical Debt Paydown" - architecting the secure, high-speed infrastructure that turns messy legacy data into a clean, high-speed stream for AI applications.
Let's Talk
30 minutes. No sales pitch. We'll tell you honestly whether we can help accelerate your portfolio's value creation - or not.
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