Data & context

AI needs to know how your business works.

We connect data from documents and systems with the rules your team follows. We organize context for future AI Engine modules.

  • WeAreFuture client: SMAY
  • WeAreFuture client: Ergy
  • WeAreFuture client: TIM
  • WeAreFuture client: Henkel
  • WeAreFuture client: Crido
  • WeAreFuture client: PFR
  • WeAreFuture client: Tchibo
  • WeAreFuture client: Stock
  • WeAreFuture client: Winkhaus
  • WeAreFuture client: TRUMPF

Solutions

A practical starting point.

Reliable context needs three connected elements: a common data model, access to systems and the right place to run AI.

How we build the AI Engine

Where does the engine get its data?

Every tool in your company, from the CRM to email, is adding its own AI with its own slice of company knowledge. The mess only grows. That is why we build one place that people, agents and systems all draw from: your company context, the AI Engine.

Systems you already have

  • ERPproducts, orders, inventory
  • CRMcustomers, quotes, contacts
  • Microsoft 365Outlook, SharePoint, Teams
  • Helpdesktickets and service history
  • PIM & cataloguesparameters, prices, availability

Company context

AI Engine

  • Context Lakehousedata about customers, products and orders
  • Skillshow work gets done at your company, written down step by step
  • Decisionscriteria and past decisions
  • IntelligenceAI models

With permissions and a trail: everyone sees only what they have access to, and every step is recorded

Who uses it

  • Boardsteers the company more easily
  • Managersfaster decisions
  • Whole teamaccess to knowledge, faster work
  • Agentswoven into processes
  • People’s approvals and corrections flow back into the context
Company systems feed the company context, the AI Engine: data, procedures, decisions and AI models, with permissions and a trail. The board, managers, the whole team and agents use it, and people’s approvals and corrections flow back into the context.
What is the Company of the Future →

Measuring results

Value you can check.

Once the way of working is clear, we agree how to evaluate it. We measure change in the areas where the solution creates a business effect.

Time saved

The same team handles more work and spends less time on routine tasks.

Sales and revenue

Faster quotes and smoother service help you respond to customer needs.

New possibilities

Your company can review more information, respond sooner and start work that previously lacked resources.

Let’s talk about data and context.

We review data sources, architecture and team needs. Together, we define a secure foundation for people and agents.

Book a call

Or write to: hello@wearefuture.ai

Maciej Rutkowski
Maciej RutkowskiCEO · Managing PartnerLinkedIn profile

We’ll get back to you within one business day.

How we process data →

You can also email us directly: hello@wearefuture.ai

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How we process data →

You can also email us directly: hello@wearefuture.ai

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