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Operational AI studio

Growth isn’t your problem.
Operational friction is.

Operational complexity flowing into a clarity engine with automated workflows, real-time insights, alignment, and scalable growth

We redesign systems and deploy intelligent automation to restore operational clarity.

Book a Clarity Call See selected work

20 min friction map next steps

No sales pitch. Leave with a prioritized action list.

Solution library

Solutions That Remove Friction From Your Business

Real problems. Real systems. Some ready to deploy, others built fast.

Start from a proven concept instead of a blank page.

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Executive Brief

Get the Executive Brief: Operational Friction — Where Growth Gets Stuck

A 2-page diagnostic lens for leaders. Learn the 4 friction zones, signals, and a 15-minute self-check.

The real problem

Friction hides in plain sight.

It’s not dramatic. It’s constant — and it compounds.

Excel becomes the operating system.
Teams chase updates instead of shipping work.
Decisions stall because data can’t be trusted.
Handoffs break. Rework becomes normal.
Work depends on the one person who “knows the process”.
Tools don’t talk. Your team compensates manually.
Reporting becomes a monthly firefight.
Margins shrink quietly through coordination errors.

This won’t be solved by buying another platform.

What we do

Operational systems built for scale.

This is how we remove it.

Operational diagnosis

Friction Map

We turn scattered work into a clear map of bottlenecks, waste, and priorities.

Redundant steps, handoffs, errors, rework, and dependencies.
Estimated impact on time, quality, and predictability.
Prioritised roadmap by effort, risk, and business value.

Applied automation

Connected systems, less manual work

We design automations and integrations that reduce manual coordination without adding complexity.

Flows across ERP, Excel, approvals, email, and reporting.
Rules, validation, alerts, and structured handoffs.
Less copy-paste, fewer failures, and shorter cycles.

Measurable impact

More predictable operations

Each delivery is tied to visible outcomes for leadership and operational teams.

Before/after indicators to validate real gains.
Reporting and dashboards teams can trust.
Next improvements identified from operational data.

How we work

The Friction Removal Method.

A systems-first approach to restore operational momentum.

Diagnose

Map bottlenecks, quantify impact, and identify the highest-leverage fixes.

Design

Design automation, integrations, and data flows with clear success metrics.

Deploy

Implement, train teams, and instrument systems for ongoing visibility.

Selected Work

What This Looks Like in Practice

36h Reporting cycle rebuilt from a 9-day monthly process.

60% Manual revenue operations reduced through automation.

45% Case handling time reduced by integrated workflows.

Operational Redesign — Manufacturing

Multi-site reporting rebuilt into a single operational view

Legacy ERP + manual monthly reporting across plants.

Reporting cycle cut from 9 days to 36 hours.
Automated variance alerts across 5 plants.
Executive dashboard with real-time visibility.

Stack: SQL Server, Power BI, Python, Azure Data Factory

Workflow Automation — SaaS

Revenue operations automated end-to-end

Rapid growth, fragmented tooling, manual handoffs.

Onboarding automated across 6 systems.
Manual revenue ops reduced by 60%.
AI triage deployed for support routing.

Stack: HubSpot, n8n, PostgreSQL, OpenAI, Retool

Data & Reporting — Distribution

Inventory visibility restored across regions

Excel-dependent stock tracking and margin blind spots.

Real-time margin visibility across 8 regions.
Purchase order approvals automated with policy triggers.

Stack: NetSuite, Looker, dbt, Snowflake

Systems Integration — Financial Services

Compliance workflows integrated into one flow

High-volume case handling with manual compliance checks.

KYC checks integrated across 3 departments.
Case handling time reduced by 45%.

Stack: Microsoft Dynamics, Logic Apps, Power Automate

Testimonials

Trusted by operators who need clarity.

"We used to spend significant time searching through PDF documentation to identify chemical substances used in our production process. With identicas, the information is retrieved in seconds."

Production Director, Monofilament Manufacturing Company (identicas.net)

"We were manually updating an Excel file every month for internal reporting. It consumed one to two full working days. RemoveFriction automated the process - it now takes less than five minutes to generate."

HR Director, Supply Chain Company

"The VirtualStager developed by RemoveFriction saved hours of preparation time for initial client presentations. It has also become a competitive advantage - we now stand out by how quickly we deliver our first proposal."

Interior Designer & Architect

Who this is for

Teams ready to operate like a system, not a patchwork.

Manufacturing and industrial environments with growing operational complexity.
Project-based and professional service firms with margin leakage risk.
Companies running ERP alongside critical spreadsheets.
Teams dependent on manual coordination and slow approvals.

Senior delivery only

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We can sign NDA

If operational friction is slowing your organisation, let’s address it.

A structured diagnostic. Clear priorities. Clear next steps.

Book a Clarity Call hello@removefriction.net

20-minute strategic conversation. No obligation.

Growth isn’t your problem.Operational friction is.