Automation Data Applied AI

Build the systems behind better marketing operations.

Inversion Consultants designs and implements automation, data, and decision systems for marketing agencies and in-house growth teams. Less operational drag. Clearer decisions. Infrastructure built to scale.

Discuss an engagement Explore capabilities
Connected operating system Observable
01CampaignsChannels and spend
02Customer dataCRM and behavior
03OperationsPeople and process
Inversion layer One reliable workflow
  • Integrate
  • Automate
  • Measure
Consistent execution
Decision-ready data

Technical consultancy for marketing operations

  • Production software
  • Statistical modeling
  • Practical automation

01 Capabilities

Operational problems rarely fit inside one tool.

Inversion connects the workflows, data, and software around the problem, then builds the missing system in the middle.

01

Workflow automation

Turn repeatable, manual processes into dependable workflows with clear ownership, exception handling, and visibility.

Operations
02

Data and platform integration

Connect fragmented marketing platforms, customer data, and internal systems so information moves where it is needed.

Infrastructure
03

Applied analytics and machine learning

Build forecasting, scoring, attribution, and decision support when the data and business case justify the model.

Intelligence
04

Custom internal tools

Replace spreadsheet patchwork and repetitive admin work with focused software built around the actual operation.

Software

02 Approach

From operational bottleneck to production system.

The work begins with the constraint, not a preferred tool. Each engagement follows a clear path from diagnosis to a maintainable system.

  1. 01

    Diagnose

    Map the current workflow, systems, handoffs, and cost of the bottleneck. Separate the root constraint from its symptoms.

    Output: opportunity map

  2. 02

    Design

    Define the smallest useful system, how it fits the existing stack, and how success will be observed.

    Output: scoped system

  3. 03

    Deliver

    Build, integrate, test, and document production-ready software that can be operated and extended after handoff.

    Output: working infrastructure

03 Technical foundation

Engineering rigor where marketing and software meet.

Reliable automation takes more than connecting APIs. Inversion combines production software engineering, statistical reasoning, and practical delivery to build systems that hold up after launch.

Production experience
Software systems operated at Amazon scale
Analytical foundation
Graduate training in statistics
Delivery standard
Clear, maintainable, production-ready software
Client focus
Agencies and in-house growth organizations

04 Contact

Start with the bottleneck.

Describe the process, handoff, or decision that keeps creating drag. An initial conversation will establish whether it is a strong fit for an automation or software engagement.

Initial conversation

  • Review the current operation
  • Identify the real constraint
  • Determine a practical next step

Engagement inquiry

All fields required

Responses within one business day.