We combine AI, finance workflow automation, data engineering, and system integration to reduce repetitive FP&A work and improve the speed and consistency of financial analysis.

A connected finance data foundation

bringing ERP, CRM, billing, payroll, operational, and planning data into usable FP&A workflows

Faster planning and forecasting cycles

with less manual consolidation, spreadsheet preparation, and repetitive data manipulation

Automated management reporting

for recurring financial, operational, departmental, and business-unit reporting

Faster variance analysis

by surfacing material movements, supporting drivers, and relevant evidence for finance review

Intelligent document processing

for invoices, budget submissions, reports, contracts, and other documents feeding finance workflows

Controlled AI assistance

for summarization, commentary preparation, information retrieval, and repetitive analysis

An FP&A automation foundation that scales

as teams, systems, data sources, reporting needs, and planning complexity grow

Highlights

AI Automation Across Critical FP&A Workflows.

Budgeting and Forecasting

What it meansAutomate data preparation, assumptions, forecast refreshes, recurring calculations, consolidation, and scenario inputs across planning cycles.

Management Reporting

What it meansAutomate recurring reporting packs, KPI preparation, financial summaries, commentary inputs, and distribution workflows.

Variance Analysis

What it meansCompare actuals, budgets, and forecasts to surface material movements and help finance teams investigate the drivers behind them.

Financial Data Consolidation

What it meansConnect ERP, CRM, billing, payroll, operational, database, and spreadsheet data into repeatable finance-ready datasets.

Headcount and Expense Planning

What it meansAutomate workforce data consolidation, hiring assumptions, departmental spend, forecast updates, and recurring operating-expense analysis.

Finance Document Processing

What it meansExtract, classify, validate, and route information from invoices, planning files, reports, contracts, and other finance-related documents.

Scenario and Decision Support

What it meansUse AI-assisted analysis to organize assumptions, compare scenarios, summarize changes, and prepare inputs for finance-led decisions.

What we build

FP&A Automation Models Built Around Your Finance Team.

Dedicated FP&A Automation Squad

A cross-functional team works with finance and technology leaders across process discovery, data integration, AI engineering, workflow automation, testing, and rollout.

Automation Consulting and Team Extension

Automation consultants, data engineers, and AI specialists strengthen your team across finance workflows, planning data, integrations, and analytics automation.

A focused initiative built around a defined forecasting, reporting, consolidation, variance-analysis, or finance-process bottleneck with clear implementation outcomes.

Under the hood

FP&A Automation & AI Services We Deliver.

FP&A Process Discovery and Automation Assessment

We map planning cycles, reporting workflows, data sources, spreadsheets, approvals, manual handoffs, recurring effort, and finance bottlenecks before deciding what to automate.

Included

Planning and Forecast Automation

We automate repetitive data preparation, forecast refreshes, assumptions, calculations, scenario inputs, and consolidation while keeping finance teams in control.

Included

Financial Data Pipeline Automation

We build data pipeline automation across finance and operational systems so FP&A receives cleaner, more consistent inputs without repeated manual preparation.

Included

Intelligent Document Processing

We extract and validate relevant information from invoices, reports, budget submissions, contracts, and other finance documents before routing it downstream.

Included

AI-Assisted Variance and Reporting Analysis

We use AI to summarize movements, identify patterns, organize supporting evidence, and prepare analysis for finance review.

Included

Accounting and Finance Workflow Automation

We automate reconciliation support, reporting preparation, data validation, document handling, and recurring handoffs around existing accounting automation software.

Included

Cloud and System Integration

We connect finance applications, cloud platforms, databases, APIs, spreadsheets, and internal systems so FP&A workflows operate across the existing technology landscape.

Included

Insights

FP&A Automation Insights & Frameworks.

FP&A Automation Opportunity Model

A practical framework for ranking finance processes by repetition, cycle time, manual effort, data readiness, exception volume, and decision impact.

Insights

Rules, AI, or Human Finance Framework

A structured way to decide which FP&A steps should be deterministic, AI-assisted, manually reviewed, or kept fully under finance ownership.

Insights

Finance Data Readiness Model

A framework for evaluating source quality, ownership, reconciliation needs, refresh frequency, lineage, and readiness for automated planning and reporting.

Insights

How we work

Our FP&A Automation Framework.

Finance Process and Data Baseline

We review planning cycles, reporting, spreadsheets, data sources, systems, recurring reconciliations, manual effort, and the finance outcomes that need improvement.

Automation and AI Fit Assessment

We identify where deterministic automation is enough, where AI adds value, where data engineering is required, and where finance review should remain mandatory.

Workflow and Data Architecture Design

We define integrations, data pipelines, calculation logic, AI components, controls, approvals, exception handling, and reporting outputs.

Build, Integrate, and Validate

We implement workflows, connect required finance and operational systems, test calculations and data movement, and validate AI-assisted outputs with finance users.

Deploy, Monitor, and Improve

We track processing time, data quality, exceptions, reporting efficiency, AI outputs, and user feedback while expanding automation based on measurable value.

Selected work

Tailored engineering for your industry.

Zeme · Real Estate Cut development costs 50% and launched 3× faster with dedicated dev teams.

Real Estate

Cut development costs 50% and launched 3× faster with dedicated dev teams.

Leap · Construction Scaled to 7-figure ARR with AI-augmented software teams.

Construction

Scaled to 7-figure ARR with AI-augmented software teams.

KW · Real Estate 56M+ workflows automated, saving agents 30% time with AI-powered tasks.

Real Estate

56M+ workflows automated, saving agents 30% time with AI-powered tasks.

Resources

Insights for tech leaders.

Framework · PDF

Only 5% Of Your Estate Is Greenfield. A Path For New Services Is A Demo.

Framework · PDF

A Third Of Your Alert Rules Fire And Nobody Acts. AIOps Will Not Fix That.

Framework · PDF

Zero Non-Goals On The Median Platform Roadmap. That Makes It A Wish List.

In their words

What our clients say.

Teams that needed to ship fast, and did. Here's what partnering with Logiciel felt like from the inside.

I would highly recommend them to anyone looking to scale quickly or needing support in engineering, product, or QA.

Patrick Fingles

CEO, Leap

We don't just call them Logiciel; they're part of the Zeme team. Within the first week they were contributing meaningfully to our codebase.

Elior Alayev

Founder & CEO, Zeme

The Logiciel team worked tirelessly and built everything we needed, with security and best practices across our entire platform. It allowed us to become #1 in our industry, and we couldn't have done it without them.

David Buzzelli

Co-Founder, JobProgress

Questions

Frequently asked questions.

What are FP&A automation services?

FP&A automation services help finance teams reduce repetitive work across planning, forecasting, management reporting, variance analysis, financial data consolidation, scenario modeling, and recurring finance workflows.

What FP&A processes can be automated?

Common opportunities include budget consolidation, forecast refreshes, management reporting, variance analysis, headcount planning, financial data preparation, reconciliation support, scenario analysis, and recurring commentary preparation.

How can AI support FP&A?

AI can help summarize financial movements, organize supporting evidence, prepare variance commentary, retrieve relevant information, identify patterns, and accelerate repetitive analysis while finance teams retain control of assumptions and decisions.

Can FP&A automation connect data from different business systems?

Yes. Data pipelines and integrations can connect ERP, CRM, billing, payroll, databases, cloud platforms, operational systems, and spreadsheets so FP&A teams can work from more consistent inputs.

Can you automate document-heavy finance workflows?

Yes. Intelligent document processing can extract, classify, validate, and route information from invoices, budget submissions, contracts, reports, and other documents that feed finance processes.

Can FP&A automation work with existing accounting automation software?

Yes. Existing accounting automation software can remain part of the environment. We can automate data preparation, reconciliation support, reporting, document processing, and planning workflows around it.

How do you decide which FP&A workflow to automate first?

We look at frequency, manual effort, cycle time, data availability, repeatability, exception rates, business impact, and the level of financial judgment required. High-volume recurring processes with stable data and clear outputs are often strong starting points.

Let's build

Give FP&A More Time to Explain the Business.

Connect finance and operational data to automate repetitive work, accelerate reporting, and help FP&A teams spend more time on decisions and less on manual consolidation.

Explore Your FP&A Automation Opportunity

FP&A Automation & AI Services.

See Logiciel in action.

Why FP&A Gets Harder as the Business Scales.

Financial planning often depends on data spread across ERP, CRM, billing, payroll, operational systems, and spreadsheets.

Finance teams spend too much time collecting, cleaning, reconciling, and restructuring data before analysis can begin.

Forecasts become harder to maintain as revenue, costs, headcount, pricing, and operating assumptions change.

Management reporting slows down when teams repeatedly rebuild the same datasets, calculations, and reporting packs.

Spreadsheet-heavy processes create version-control problems and increase dependence on manual checks.

Variance analysis becomes difficult when finance has to trace movements across multiple systems and business drivers.

FP&A teams need automation that removes repetitive work without taking financial judgment away from finance.

What You Get From Logiciel FP&A Automation Services.

A connected finance data foundation

Faster planning and forecasting cycles

Automated management reporting

Faster variance analysis

Intelligent document processing

Controlled AI assistance

An FP&A automation foundation that scales

AI Automation Across Critical FP&A Workflows.

Budgeting and Forecasting

Management Reporting

Variance Analysis

Financial Data Consolidation

Headcount and Expense Planning

Finance Document Processing

Scenario and Decision Support

FP&A Automation Models Built Around Your Finance Team.

Dedicated FP&A Automation Squad

Automation Consulting and Team Extension

FP&A Automation & AI Services We Deliver.

FP&A Process Discovery and Automation Assessment

Planning and Forecast Automation

Financial Data Pipeline Automation

Intelligent Document Processing

AI-Assisted Variance and Reporting Analysis

Accounting and Finance Workflow Automation

Cloud and System Integration

FP&A Automation Insights & Frameworks.

FP&A Automation Opportunity Model

Rules, AI, or Human Finance Framework

Finance Data Readiness Model

Our FP&A Automation Framework.

Finance Process and Data Baseline

Automation and AI Fit Assessment

Workflow and Data Architecture Design

Build, Integrate, and Validate

Deploy, Monitor, and Improve

Tailored engineering for your industry.

Cut development costs 50% and launched 3× faster with dedicated dev teams.

Scaled to 7-figure ARR with AI-augmented software teams.

56M+ workflows automated, saving agents 30% time with AI-powered tasks.

Insights for tech leaders.

Only 5% Of Your Estate Is Greenfield. A Path For New Services Is A Demo.

A Third Of Your Alert Rules Fire And Nobody Acts. AIOps Will Not Fix That.

Zero Non-Goals On The Median Platform Roadmap. That Makes It A Wish List.

What our clients say.

Frequently asked questions.

Give FP&A More Time to Explain the Business.