Turn your knowledge
into a working application.

Bring your business cases and related data, your working methods and AI tools together with SmoothOperator.ai. People set the rules, review the output and keep the business decisions.

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Platform architecture

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The platform, explained

Three engines.
Different jobs. Shared purpose.

DataStudio prepares the knowledge. MetaBuilder defines the application. TruthFlow runs the task, checks the output and keeps the record.

DATASTUDIO / KNOWLEDGE PREPARATION

Make scattered information usable.

The Studio brings the material a task needs into one organized repository and prepares it in a consistent format.

The problem it solves

Important information is spread across documents, scans, spreadsheets, emails and business systems. Different formats make it hard to use that information consistently.

How people use it

Choose the sources, organize them into collections and set ownership, access and refresh rules. DataStudio reads the material, recovers its structure and prepares a standardized Markdown feed.

Key capabilities

  • Read documents and data in different formats
  • Recover headings, tables, lists and references
  • Organize collections and retain source versions
  • Manage access and refresh rules

A clear division of responsibility: DataStudio prepares and manages the sources. TruthFlow handles indexing, search and validation.

METABUILDER / APPLICATION DESIGN

Turn a working method into a repeatable task.

MetaBuilder connects a specialist’s method to the information, tools and review points an application needs.

The problem it solves

A useful method often lives in people’s heads or across several procedures. A general chat prompt does not describe the steps, boundaries and responsibilities clearly enough.

How people use it

Describe the method in plain language. Define its steps, decisions, permitted tools and the points where someone must review. The resulting definition can be reviewed, reused and changed in a controlled way.

Key capabilities

  • Configure steps and decision points
  • Connect prepared knowledge and permitted tools
  • Assign human review and responsibility
  • Version, review and adapt the workflow definition

TRUTHFLOW / EXECUTION & CHECKS

Run the task. Keep the evidence in view.

TruthFlow works underneath the application. People see its work in the result, the checks and the record that accompanies it.

The problem it solves

An answer on its own is difficult to assess. Reviewers need to know which sources were used, how the task ran and what still needs checking.

How people use it

Set the authoritative sources, versions and validation rules for the application. TruthFlow runs the configured workflow, makes prepared knowledge searchable and checks the output. Unresolved points go to a person.

Key capabilities

  • Make knowledge usable through indexing, semantic search and a knowledge graph
  • Coordinate models, tools and workflow steps
  • Check sources, structured data and business rules
  • Record the sources, versions, models, tool calls and reviewer decisions

REVIEW THE RESULT

The application proposes.
People decide.

Review the output alongside its supporting sources, validation status and execution record. Points that could not be fully checked remain visible.

The responsible person can approve, reject or return the result with comments. That decision becomes part of the record.

OPERATE & IMPROVE

Keep the method under control.

Offer the application through the access modes agreed for the work. Use review decisions and execution records to understand what needs improvement. Review changes to the versioned definition before release.

CHOOSE THE ENVIRONMENT

Fit the environment to the work.

Assess data location, model access, inference and system connections together. Agree managed cloud, customer-controlled cloud or local infrastructure against the application’s requirements.

Integration, validation and the path into operational use are defined for each implementation.

From platform to application

See the work it can support.

Explore some sample real life cases from our portfolio.

Explore use cases

Have a business challenge AI could solve, and want a production-grade solution to match?

Tell us about your vision for a solution so we can accelerate your time-to-market.

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