How Vitelis Works: Inside the Outside-In Scan

The simplest way to describe Vitelis is that it works like a corporate MRI. A medical MRI is deep, fast, and comprehensive. It produces a picture a specialist can act on without surgery. Vitelis does the same for a business: it scans a company from the outside in to identify pain points, root causes, and solutions, on demand. Here’s what’s happening under the hood.

The workflow: from target to opportunities in hours

For a sales team, the experience is four steps:

1. Select target accounts. Choose the priority prospects or existing customers you want analyzed.
2. Run the Vitelis scan. Vitelis scans and benchmarks each company using external data against 425,000+ business performance metrics in its proprietary Business World Model.
3. Select priority opportunities. Review every opportunity identified for the account and choose the highest-priority ones for deep dives and sales playbooks.
4. Act with the playbook. Pursue the opportunities using the competitive analysis, product recommendations, and sales plays in the playbook.

All of this happens in hours, not the weeks of account research it would otherwise take. For a PE firm, the same engine produces a decision-ready diligence dossier on the same timeline.

What’s happening underneath: the platform layers

The output looks simple. The engine that produces it is not. Vitelis runs a sequence of layers, each with a specific job:

Data layer. Intelligently discovers, extracts, and rigorously validates relevant data from thousands of specialized sources: filings, regulatory disclosures, earnings calls, customer and employee sentiment, patents, supply-chain data, industry reports, and more. Data is collected through 100,000+ retrieval pipelines.

Contextualization layer. Acts as a universal translator, mapping incoming data into a shared ontology so signals from wildly different formats and sources can be reasoned over together.

Business logic layer. The analytic core. It processes 100,000+ value parameters and reasons across causal relationships in the Business World Model to turn evidence into a KPI-level diagnosis. This is the layer that makes the output decision-grade rather than descriptive.

Orchestration layer. Coordinates the entire end-to-end flow, ensuring everything runs with speed, accuracy, quality control, and repeatability at scale.

Configurator layer. Configures the analysis and outputs to the specific business’s workflows, language, and product catalog.

The outputs are alerts, playbooks, and other ROI-driving deliverables: account-specific reports, opportunity heatmaps, and real-time alerts.

The quality gate: why the output is trustworthy

Decision-grade output depends on decision-grade inputs. Vitelis applies a quantitative quality gate to every source used in the engine. Each source is scored on five dimensions (authority, security, freshness, originality, and extractability) on a 1-to-5 scale, then averaged into a single comparable score used to prioritize, filter, or exclude that source. Low-quality sources don’t make it into the analysis.

This is also what makes Vitelis fundamentally different from a general LLM. The results are causal and deterministic, not probabilistic. They are repeatable, traceable, and auditable. They are expressed in the language, framework, and taxonomy of the company being analyzed. And they run at the push of a button, with no prompting.

Why “MRI” is the right metaphor

Thinking of it as working like a corporate MRI is the right frame because of what it does and doesn’t require. It’s non-invasive: no NDAs, no management data, no data integration. It’s fast: hours, not weeks. And it’s comprehensive: it reads the whole business against hundreds of thousands of KPIs and millions of validated value-creation paths, then hands a specialist a picture they can act on immediately.

From target account to hot opportunities, in hours. That’s how Vitelis works.

Frequently asked questions

What is the Vitelis outside-in scan? It is Vitelis’s outside-in scan of a company. Like a medical MRI, it is deep, fast, and comprehensive, producing a decision-ready diagnosis of performance gaps, root causes, and solutions from external data, without NDAs or management access.

What are the layers of the Vitelis platform? The data layer (sources and validates external data), the contextualization layer (maps it into a shared ontology), the business logic layer (causal analysis against the Business World Model), the orchestration layer (runs it at scale), and the configurator layer (fits it to your workflows).

How long does a Vitelis scan take? A scan moves from selected target account to prioritized opportunities and playbooks in hours, rather than the weeks traditional account research or diligence requires.

How does Vitelis ensure data quality? Every source is scored on five dimensions (authority, security, freshness, originality, and extractability), and only sufficiently high-scoring sources are used in the analysis.

Key takeaways

• Vitelis works like a corporate MRI: a deep, fast, comprehensive outside-in scan of a business.
• The workflow runs from target account to prioritized opportunities and playbooks in hours.
• Five platform layers (data, contextualization, business logic, orchestration, configurator) produce decision-grade output.
• A five-dimension quality gate and causal, auditable design make it fundamentally different from a general LLM.

Dr. Wolfgang Boecking is the Founder and CEO of Vitelis.