Real Business Efficiency Improvement Case Studies

AI-content-system Oil and Gas Company Factory International Holding Media Group Corporation Service Company

Task:

Bring daily content production to an automated level with no more than 15 minutes of human involvement per day.

Role:

Architect of structure and processes

Result:

Content publication with virtually no human involvement

AI Content System

Designing a Reproducible Content Workflow

As the volume of content for publication, tools, and tasks grew, the content creation process became more complex: it required significant time to execute, some actions were duplicated, and production depended heavily on human involvement.

What was done:

  • Defined AI and human roles in the content creation process
  • Established task workflow logic between system participants
  • Defined decision-making points and implemented control
  • Removed redundant steps and eliminated duplicate actions

My role:

  • Factory structure — defining the operating principles of a unified system
  • System organization — building AI-to-AI interactions
  • Process logic — optimizing task routing
  • Identifying and resolving bottlenecks in information flow

AI & Human Roles

clearly defined

Processes

described and established

Content

generated automatically

Key results:

A reproducible workflow was achieved instead of a set of fragmented actions. Every participant — human or AI — knows their tasks and areas of responsibility. The content creation process has become predictable, measurable, and scalable.

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Oil and Gas Company

Oil Transportation

Task:

Methodology development for large-scale ERP system implementation

Role:

Lead Project Methodologist

Timeline:

6 months

Oil Sector Company Group

Accounting and Reporting Process Optimization for Large-Scale ERP System Implementation

Oil sector company — one of the largest pipeline companies in the world, uniting hundreds of divisions across Russia. To improve manageability and business transparency, a decision was made to implement a unified ERP system based on 1C.

The main challenge was the need to create unified accounting and reporting standards for all company branches, considering their geographical dispersion and activity specifics.

Work performed:

  • Conducted analysis and optimization of business processes at system design stage
  • Developed comprehensive accounting, tax accounting, and IFRS methodology
  • Created unified accounting standards for all territorial divisions
  • Organized interaction between methodologists, developers, and business users
  • Quality control of methodological documents and their compliance with requirements

80%

accounting process standardization

-30%

reduction in reporting preparation labor costs

Key results:

Successfully created a coordinated foundation for all branches to work in a unified system. Processes were reviewed and optimized, laying the foundation for future reduction in labor costs and improved business manageability across the entire company.

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Factory

Ceramic Tile Production

Task:

WMS implementation and cost calculation optimization

Role:

Project Manager

Budget:

> 2 million euros

Factory

Warehouse Management System Implementation and Production Cost Calculation Automation

Ceramic tile production plant, part of an international holding, faced problems with warehouse inventory management and accurate product cost calculation.

At 5+ warehouses with total area over 100,000 m², there were low inventory turnover, catastrophic delays in product shipment, accounting errors, and lack of transparency in calculating costs of different product types.

Work performed:

  • Complete reorganization of warehouse processes and WMS implementation (Logistic Vision Suite)
  • Development of accounting cost calculation concept based on management principles
  • Implementation of process accounting using semi-finished goods account by departments
  • Development of period closing methodology divided into stages by areas and roles
  • Integration of WMS with accounting system 1C CORP 8.3
  • Employee training on new processes and methodologies

+25%

warehouse inventory turnover growth

99%

product cost calculation accuracy

-5 days

reduction in data formation time

Key results:

Process changes in warehouses led to increased accounting accuracy and operation speed, 95% of orders ship on time. Inventory turnover increased by 25%. Accounting process optimization allowed closing reporting within 3 working days in calm mode.

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International Holding

Construction, Rent, Trade

Task:

Reducing preparation time and improving reporting quality

Role:

IFRS Group Lead

Timeline:

1 year (+ 2 years support)

International Holding

Optimization and Automation of IFRS Consolidated Financial Reporting Preparation Process

Holding company with diversified structure (construction, premises rental, wholesale and retail shoe trade) needed to establish a process for preparing quality consolidated reporting according to international standards (IFRS).

The reporting preparation process was chaotic, took up to 3 months, and was accompanied by numerous adjustments from auditors.

Work performed:

  • Established reporting preparation process "from scratch": from data collection to audit
  • Created transformation model in Excel for 8 group companies
  • Automated information collection and reconciliation of intra-group transactions
  • Set up interaction with international auditors (Deloitte, BDO)
  • Developed methodological justifications for reflecting complex operations
  • Conducted training for holding team on new processes

Successful audit

by international auditors

-75%

reporting preparation time reduction

3 weeks

instead of 3 months for preparation

Key results:

Management process that previously took a quarter was optimized and reduced to 3 weeks. This increased management decision-making speed and investor satisfaction with reporting transparency and timeliness. All audit checks passed without significant comments.

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Media Group

Video Content Production, Advertising

Task:

"Resuscitation" of frozen IT project

Role:

Expert Crisis Manager

Result:

Project implemented

Media Group

Diagnostics and Recovery of Frozen 1C Implementation Project with Missed Deadlines and Budget

Project for implementing 1C system in a group of companies was frozen for 6 months. Implementation deadlines were missed, budget exceeded, and relations between client and contractor were in crisis.

Company management sought help as an independent expert to analyze the situation and develop a plan to save the project.

Work performed:

  • Conducted comprehensive diagnostics of project progress and reasons for missed deadlines
  • Analyzed communications between contractor and client, within client departments
  • Assessed quality of developed solutions and their compliance with requirements
  • Analyzed company business process maturity for automation
  • Identified key bottlenecks and conflict reasons
  • Developed and agreed with management a realistic roadmap for correcting the situation
  • Established interaction between all project participants

Project implemented

within agreed deadlines

Conflicts resolved

and interaction established

Budget preserved

and modifications optimized

Key results:

Project was returned to working state and successfully launched into operation. Thanks to new, clear plan and priority setting, system implementation was realized. Company received a working management system, not endless and costly modifications. All project participants were able to complete cooperation with positive results.

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Corporation

Nuclear Industry

Task:

Creating unified accounting standards

Role:

Expert Working Group Member

Scale:

Hundreds of enterprises

Multi-Industry Company Group

Participation in Development and Implementation of Unified Accounting Policy, Chart of Accounts, and Consolidation System for Entire State Corporation

State corporation, uniting hundreds of nuclear industry enterprises, needed to create a unified information space and standardize accounting processes.

Fragmentation of accounting systems and methodologies made consolidation of reporting difficult, financial management, and strategic decision-making at the entire corporation level.

Work performed:

  • Participated in creation and approval of unified accounting standards for specific nuclear industry operations
  • Developed accounting methodologies for nuclear material production and development license accounting
  • Created approaches to analytical accounting of specific operations in 1C system
  • Participated in development of local Russian Accounting Standards chart of accounts based on Group unified chart
  • Supervised consolidation system setup and intra-group transaction reconciliation regulation
  • Tested and implemented "Reconciliation Portal" in 1C Consolidation system

Unified standards

for entire corporation

Hundreds of enterprises

in unified system

Reduced timelines

for reporting preparation

Key results:

Laid foundations for unified information space of entire state corporation. Ensured comparability of data from hundreds of industry enterprises. Created system allowed reducing consolidated reporting preparation timelines for government bodies and management, increasing financial flow transparency and improving management decision quality.

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Service Company

Industrial Equipment Installation and Modernization

Task:

1C integration with SAP and transition to new system

Role:

Lead Project Methodologist

Criterion:

Without work stoppage

Service Company

Organization of Seamless Transition to New Accounting System with Data Integrity Preservation during SAP Integration

Russian division of international holding, specializing in installation and modernization of PET packaging lines, was transitioning from 1C 8.1 system to 1C 8.3 with parallel integration with corporate SAP B1 system.

Key requirement was ensuring uninterrupted operational activity of the company during transition and preserving integrity of all financial data.

Work performed:

  • Developed principles of bidirectional data integration between systems (1C ⇄ SAP)
  • Created methodology for safe transfer of opening balances from old system to new
  • Developed and synchronized cost item, nomenclature, and nomenclature group directories
  • Configured accounting policy for accounting in new 1C 8.3 system
  • Control over upload file preparation process and data migration
  • Participation in system integration testing and period closing regulation
  • Development of user instructions for working in new system

Seamless transition

between systems

100% data

preserved

0 downtime

of operational activity

Key results:

Critically important transition for international holding was conducted smoothly, without operational failures. Ensured full data consistency between heterogeneous systems (1C and SAP), allowing financiers and logisticians to continue working in normal mode. Company received modern integrated accounting system, compliant with group corporate standards.

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