AI agent applied to real business processes, with automation, integrations, human oversight, and traceability.
Automation OS
We connect data, teams, documents, and actions into an AI-assisted operating system, built for greater control, less wasted time, and clearer processes.
Request an analysis and you’ll have a 60-minute discussion with Blacksquare experts.
Business for Next
Request a free analysis of your processes
We assess the processes worth orchestrating through Automation OS and define the governance conditions: thresholds, approvals, audit, and permissions. The result: a clear proposal for automatable workflows and a realistic implementation plan, built on a secure infrastructure with SSO/RBAC, encrypted secrets, and version control.
Request an analysis and you’ll have a 60-minute discussion with Blacksquare experts.
We automatically send an email with three meeting options, including the date and time.
Use Cases by Domain
What do you receive after the analysis?
▹ Mini-backlog of 5–10 prioritized steps (quick wins + what is worth automating).
▹ Clear prioritization by step
We establish what to do first, what comes next, and what depends on other stages.
▹ Effort and complexity estimate
We show you how simple or difficult each workflow is to implement.
▹ Mapping of applications, data, and responsibilities
We identify which tools are used, what data enters the workflow, and who approves or executes each step.
▹ Recommendation for AI and automation
We show where AI can be involved, what can be automated, and where human oversight remains necessary.
Minutes & conclusions
Optimized Workflows
Recommended Integrations & Technology Stack
Scope of Work, Effort & Pricing
You automatically receive the meeting minutes, including a summary of the discussion, the priority workflows, existing applications, and the agreed directions for the next step.
We propose the workflows worth building first and how to optimize them compared to the current process. We do not start from scratch if there is already a useful stack or logic in place; instead, we build on what exists and remove bottlenecks, redundancies, and fragile steps.
We map the existing applications and define how they connect within the target model. If the current stack can be preserved, we use it; if there are limitations, we propose alternatives and a better architecture, without locking the business logic into a single vendor.
Within a maximum of four days, you will receive a clear Scope of Work outlining priorities, integrations, estimated effort, and pricing. The document turns the discussion into a realistic implementation plan, not a vague proposal.
Minutes & conclusions
You automatically receive the meeting minutes, including a summary of the discussion, the priority workflows, existing applications, and the agreed directions for the next step.
Optimized Workflows
We propose the workflows worth building first and how to optimize them compared to the current process. We do not start from scratch if there is already a useful stack or logic in place; instead, we build on what exists and remove bottlenecks, redundancies, and fragile steps.
Recommended Integrations & Technology Stack
We map the existing applications and define how they connect within the target model. If the current stack can be preserved, we use it; if there are limitations, we propose alternatives and a better architecture, without locking the business logic into a single vendor.
Scope of Work, Effort & Pricing
Within a maximum of four days, you will receive a clear Scope of Work outlining priorities, integrations, estimated effort, and pricing. The document turns the discussion into a realistic implementation plan, not a vague proposal.
Business for Next
Request a free analysis of your processes
We assess the processes worth orchestrating through Automation OS and define the governance conditions: thresholds, approvals, audit, and permissions. The result: a clear proposal for automatable workflows and a realistic implementation plan, built on a secure infrastructure with SSO/RBAC, encrypted secrets, and version control.
Request an analysis and you’ll have a 60-minute discussion with Blacksquare experts.
We automatically send an email with three meeting options, including the date and time.
Operational Workflows by Industry
The workflows below show how we activate Automation OS based on existing processes, data sources, and business priorities. We do not start from isolated automations, but from a clear operational model: we unify data, apply explicit rules, orchestrate actions, and maintain control over execution. Each domain can be implemented incrementally, adapted to the existing stack, and extended without rebuilding the system from scratch.
Use Cases
Contabilitate operațională, documente și relația cu clientul orchestrate într-un sistem asistat de AI
Automation OS conectează canalele prin care intră documentele și solicitările, instrumentele de lucru ale echipei și aplicațiile folosite pentru contabilitate și declarații. AI clasifică informația și pregătește acțiunile necesare, iar n8n orchestrează task-uri, statusuri, remindere, notificări și documente, astfel încât fiecare client să poată fi urmărit cap-coadă, cu control uman în punctele sensibile.
Timpul se pierde verificand statusul documentelor
Volumul de cereri documente si termene
Colectare documente și pregătirea lunii contabile
Solicitări clienți, tasking și timpi de răspuns
Declarații, recipise și obligații de plată
Închidere de lună, raportare și facturare
Context: În multe firme de contabilitate, documentele nu vin într-un singur loc. Unele ajung pe e-mail, altele pe WhatsApp, în Google Drive, Dropbox sau într-un portal, iar o parte pot veni în continuare fizic. Echipa trebuie apoi să identifice clientul, perioada, tipul documentului și să urmărească separat ce lipsește.
Context: Un client poate cere o balanță, o fișă, o adeverință, o explicație, o corecție sau statusul unei declarații. Solicitările vin pe e-mail, WhatsApp sau direct către contabilul care gestionează firma. Când volumul crește, devine dificil de urmărit ce a intrat, cine răspunde, ce este urgent și ce a rămas nerezolvat.
Context: În perioadele aglomerate, o firmă de contabilitate poate gestiona sute de declarații. Fișierele sunt generate în programul contabil, trebuie asociate clientului și perioadei corecte, verificate, depuse, urmărite până la recipisă și apoi corelate cu obligațiile de plată. O schimbare de vector fiscal sau o declarație lipsă poate transforma verificarea într-un proces manual lung.
Context: După procesarea documentelor și depunerea declarațiilor, începe un alt volum de muncă: verificarea statusului fiecărui client, pregătirea rapoartelor, comunicarea sumelor, urmărirea serviciilor suplimentare și facturarea. În multe firme, informațiile sunt încă preluate din mai multe aplicații și consolidate manual în Excel, e-mailuri sau rapoarte interne.
Business for Next
Request a free analysis of your processes
We assess the processes worth orchestrating through Automation OS and define the governance conditions: thresholds, approvals, audit, and permissions. The result: a clear proposal for automatable workflows and a realistic implementation plan, built on a secure infrastructure with SSO/RBAC, encrypted secrets, and version control.
Request an analysis and you’ll have a 60-minute discussion with Blacksquare experts.
We automatically send an email with three meeting options, including the date and time.
Use Cases
AI-assisted operating system for recruitment, onboarding, and employee lifecycle orchestration.
Automation OS captures applications from the client's careers portal and orchestrates candidate intake, interviews, AI-assisted evaluation, document management, electronic signatures, access provisioning, and post-hire operational continuity within a unified, measurable, and controlled workflow.
AI can help us automate HR processes.
Complete AI-Assisted
HR Workflow
Onboarding
Administrative
Contextual Application & Operational Intake
AI-Assisted Interviews & Structured Evaluation
Documents, Electronic Signatures & Access Provisioning
Employee Lifecycle & Management Reporting
Context: In many companies, the process starts off fragmented: generic forms, context-free CVs, applications sent by email or stored across different locations, followed by significant manual effort to determine who applied, for which role, and with what relevant information. At the same time, the candidate experience should remain consistent with the company's brand, rather than being disconnected from the website and careers portal.
Context: One of the biggest friction points occurs between screening, interview scheduling, discussion documentation, and the final decision. Without a shared framework, interviews remain isolated meetings, notes get lost, and evaluation depends too heavily on memory, personal style, or follow-up email exchanges.
Context: After a candidate is accepted, many companies enter a heavy administrative phase: manually generated documents, validations handled by email, signatures tracked across multiple places, and access activations that remain blocked between HR, management, and IT. This is where delays, omissions, and hidden operational costs often appear.
Context: In many organizations, the process effectively stops at the contract. After hiring, other requests, documents, approvals, and administrative interactions arise, often managed across different systems or even informally. The result is a lack of continuity and an operational relationship with the employee that generates unnecessary costs and limited management visibility.
Contextual Application & Operational Intake
Context: In many companies, the process starts off fragmented: generic forms, context-free CVs, applications sent by email or stored across different locations, followed by significant manual effort to determine who applied, for which role, and with what relevant information. At the same time, the candidate experience should remain consistent with the company's brand, rather than being disconnected from the website and careers portal.
AI-Assisted Interviews & Structured Evaluation
Context: One of the biggest friction points occurs between screening, interview scheduling, discussion documentation, and the final decision. Without a shared framework, interviews remain isolated meetings, notes get lost, and evaluation depends too heavily on memory, personal style, or follow-up email exchanges.
Documents, Electronic Signatures & Access Provisioning
Context: After a candidate is accepted, many companies enter a heavy administrative phase: manually generated documents, validations handled by email, signatures tracked across multiple places, and access activations that remain blocked between HR, management, and IT. This is where delays, omissions, and hidden operational costs often appear.
Employee Lifecycle & Management Reporting
Context: In many organizations, the process effectively stops at the contract. After hiring, other requests, documents, approvals, and administrative interactions arise, often managed across different systems or even informally. The result is a lack of continuity and an operational relationship with the employee that generates unnecessary costs and limited management visibility.
Business for Next
Request a free analysis of your processes
We assess the processes worth orchestrating through Automation OS and define the governance conditions: thresholds, approvals, audit, and permissions. The result: a clear proposal for automatable workflows and a realistic implementation plan, built on a secure infrastructure with SSO/RBAC, encrypted secrets, and version control.
Request an analysis and you’ll have a 60-minute discussion with Blacksquare experts.
We automatically send an email with three meeting options, including the date and time.
Use Cases
Automated lead process management, from capture to reporting.
Automation OS captures leads from platforms, forms, or email, coordinates meeting scheduling, generates AI-assisted meeting minutes, keeps qualification under human control, and continues with tasking, documents, offers, and sales reporting.
Automation at Every Critical Stage
Chaos in Your Leads? Then You Have Chaos in Your Business.
Leads Need Immediate Follow-Up
Automated Leads & Sales Reporting
Lead Capture & Context
Scheduling & Meeting
Qualification & Decision
Sales Execution & Reporting
Context: Leads can come from multiple sources, and without a unified workflow, duplicate records, incomplete data, and loss of context quickly become problems from the very first stage.
Context: Once a lead enters the system, one of the most common friction points is scheduling the presentation, especially when the availability of multiple team members needs to be coordinated.
Context: Lead qualification is a critical sales decision and should not be left entirely to automation. In our model, human oversight is essential at this stage.
Context: After qualification, many companies lose continuity between documents, tasks, proposals, and reporting. At the same time, management needs clear visibility into incoming, qualified, and lost leads, as well as the performance of each lead source.
Lead Capture & Context
Context: Leads can come from multiple sources, and without a unified workflow, duplicate records, incomplete data, and loss of context quickly become problems from the very first stage.
Scheduling & Meeting
Context: Once a lead enters the system, one of the most common friction points is scheduling the presentation, especially when the availability of multiple team members needs to be coordinated.
Qualification & Decision
Context: Lead qualification is a critical sales decision and should not be left entirely to automation. In our model, human oversight is essential at this stage.
Sales Execution & Reporting
Context: After qualification, many companies lose continuity between documents, tasks, proposals, and reporting. At the same time, management needs clear visibility into incoming, qualified, and lost leads, as well as the performance of each lead source.
Business for Next
Request a free analysis of your processes
We assess the processes worth orchestrating through Automation OS and define the governance conditions: thresholds, approvals, audit, and permissions. The result: a clear proposal for automatable workflows and a realistic implementation plan, built on a secure infrastructure with SSO/RBAC, encrypted secrets, and version control.
Request an analysis and you’ll have a 60-minute discussion with Blacksquare experts.
We automatically send an email with three meeting options, including the date and time.
Use Cases
GPT-Assisted Operational Planning & Execution
We use the custom GPT created by BlackSquare to interpret the project context, team, and deadline, then securely launch it through n8n workflows that structure the project in Jira, link documentation stored in Drive, schedule meetings, and generate automated operational reporting within an architecture optimized for low and predictable token consumption.
Complete Automated Workflow through Automation OS
Business Process Simplification
Automatically Generated Reports
What Is n8n?
Project Context & GPT Analysis
Project Structuring in Jira
Documents, Meetings & Execution
Worklogs, Capacity & Reporting
Context: We start with a comprehensive project document or a clear set of instructions: the project context, the team involved, available skills, and the deadline. Instead of manually translating all this information into tasks, estimates, and operational documents, we transform it into a unified planning workflow.
Context: After the project is correctly understood, the next critical step is turning it into a clear work structure. Without this, the team is left with a good document, but without a coherent execution system.
Context: A project does not live only in tasks. It needs connected documentation, organized files, meeting minutes, and context that is easy for everyone involved to access.
Context: As the project progresses, critical questions quickly arise: who has worked on what, how much time has been logged, which tasks are delayed, how much capacity each team member still has, and where the project is deviating from the plan.
Project Context & GPT Analysis
Context: We start with a comprehensive project document or a clear set of instructions: the project context, the team involved, available skills, and the deadline. Instead of manually translating all this information into tasks, estimates, and operational documents, we transform it into a unified planning workflow.
Project Structuring in Jira
Context: After the project is correctly understood, the next critical step is turning it into a clear work structure. Without this, the team is left with a good document, but without a coherent execution system.
Documents, Meetings & Execution
Context: A project does not live only in tasks. It needs connected documentation, organized files, meeting minutes, and context that is easy for everyone involved to access.
Worklogs, Capacity & Reporting
Context: As the project progresses, critical questions quickly arise: who has worked on what, how much time has been logged, which tasks are delayed, how much capacity each team member still has, and where the project is deviating from the plan.
Business for Next
Request a free analysis of your processes
We assess the processes worth orchestrating through Automation OS and define the governance conditions: thresholds, approvals, audit, and permissions. The result: a clear proposal for automatable workflows and a realistic implementation plan, built on a secure infrastructure with SSO/RBAC, encrypted secrets, and version control.
Request an analysis and you’ll have a 60-minute discussion with Blacksquare experts.
We automatically send an email with three meeting options, including the date and time.
Use Cases
Campaign Monitoring & Performance Alerts for Marketing Teams
We collect paid and organic performance data from Metricool, clean and standardize it into a unified layer, apply rules to indicators such as CPC, CPM, CTR, frequency, spend, and budget, then automatically trigger alerts, recommendations, and documented outputs for the marketing team.
Automated Marketing Campaign Analysis
Automation as a Decision-Making System in Marketing
A Simple, Clear Lead Workflow with Immediate Value
Can You Trust the Data You Base Your Decisions On?
Data Collection & Cleansing
Performance Rules & Signals
Alerts & Recommendations for the Team
Documentare si istoric operational
Context: Marketing data comes from different sources, and without a shared layer for cleansing and normalization, teams end up comparing incomplete, inconsistent, or duplicated metrics.
Context: A dashboard shows what happened. An operational system should identify when a deviation becomes significant and what type of response it requires.
Context: When significant performance changes occur, the challenge is not just having the data, but ensuring that the right people receive the signal at the right time, in a format that is easy to act on.
Context: Useful signals are quickly lost if they are not documented in a coherent place. Without an operational history, teams repeat the same investigations and lose context between reporting periods.
Data Collection & Cleansing
Context: Marketing data comes from different sources, and without a shared layer for cleansing and normalization, teams end up comparing incomplete, inconsistent, or duplicated metrics.
Performance Rules & Signals
Context: A dashboard shows what happened. An operational system should identify when a deviation becomes significant and what type of response it requires.
Alerts & Recommendations for the Team
Context: When significant performance changes occur, the challenge is not just having the data, but ensuring that the right people receive the signal at the right time, in a format that is easy to act on.
Documentare si istoric operational
Context: Useful signals are quickly lost if they are not documented in a coherent place. Without an operational history, teams repeat the same investigations and lose context between reporting periods.
Business for Next
Request a free analysis of your processes
We assess the processes worth orchestrating through Automation OS and define the governance conditions: thresholds, approvals, audit, and permissions. The result: a clear proposal for automatable workflows and a realistic implementation plan, built on a secure infrastructure with SSO/RBAC, encrypted secrets, and version control.
Request an analysis and you’ll have a 60-minute discussion with Blacksquare experts.
We automatically send an email with three meeting options, including the date and time.
Use Cases
Case Intake, Document Management & Appointment Scheduling for Notary Offices
We organize the client relationship from the first request through appointment scheduling, case file completion, and subsequent archive requests, using a controlled, auditable workflow compatible with the confidentiality and human oversight requirements specific to notarial activity. We do not automate the notarial act itself, but the administrative, document, and communication stages that come before and after it.
Automated Issuance of Notarial Documents
Request Intake & Classification
Documents & Case File Completeness
Appointment Scheduling & Client Communication
Archive, Traceability & Control
Context: In notary offices, a lot of time is lost from the very first contact: poorly formulated requests, incomplete documents, information scattered between phone, email, and reception, and a lack of clarity around the actual type of request.
Context: One of the biggest friction points is the lack of the right documents at the right time. Clients often receive different document lists, have to return to the office multiple times, and are not sure which documents are still missing from their case file.
Context: Scheduling appointments too early or before a minimum level of case readiness is reached leads to unnecessary visits, wasted time, and a poor client experience. At the same time, limited visibility into the request status increases the workload on reception staff and administrative personnel.
Context: After the notarial act is completed, the office continues to receive requests for copies, duplicates, extracts, or access to archived documents. At this stage, the main risk is not only delays, but also the lack of traceability and the uncontrolled exposure of sensitive documents.
Request Intake & Classification
Context: In notary offices, a lot of time is lost from the very first contact: poorly formulated requests, incomplete documents, information scattered between phone, email, and reception, and a lack of clarity around the actual type of request.
Documents & Case File Completeness
Context: One of the biggest friction points is the lack of the right documents at the right time. Clients often receive different document lists, have to return to the office multiple times, and are not sure which documents are still missing from their case file.
Appointment Scheduling & Client Communication
Context: Scheduling appointments too early or before a minimum level of case readiness is reached leads to unnecessary visits, wasted time, and a poor client experience. At the same time, limited visibility into the request status increases the workload on reception staff and administrative personnel.
Archive, Traceability & Control
Context: After the notarial act is completed, the office continues to receive requests for copies, duplicates, extracts, or access to archived documents. At this stage, the main risk is not only delays, but also the lack of traceability and the uncontrolled exposure of sensitive documents.
Business for Next
Request a free analysis of your processes
We assess the processes worth orchestrating through Automation OS and define the governance conditions: thresholds, approvals, audit, and permissions. The result: a clear proposal for automatable workflows and a realistic implementation plan, built on a secure infrastructure with SSO/RBAC, encrypted secrets, and version control.
Request an analysis and you’ll have a 60-minute discussion with Blacksquare experts.
We automatically send an email with three meeting options, including the date and time.
Business for Next
Request a free analysis of your processes
We assess the processes worth orchestrating through Automation OS and define the governance conditions: thresholds, approvals, audit, and permissions. The result: a clear proposal for automatable workflows and a realistic implementation plan, built on a secure infrastructure with SSO/RBAC, encrypted secrets, and version control.
Solicită analiză și veți avea o discute de 60-minute discussion with Blacksquare experts.
We automatically send an email with three meeting options, including the date and time.
Know More
Frequently Asked
Questions
Operational Control by Design
Vision. Expertise. Experience.
Why
BlackSquare?
Operational Control by Design
Real enterprise-level automation does not mean “more workflows.” It means speed with control: reproducible decisions, secure execution, and full traceability. Without this governance layer, any automation system risks amplifying errors, creating actions that are difficult to explain, and becoming fragile over time, especially as teams, platforms, and volumes grow.
BlackSquare combines enterprise discipline with the ability to deliver pragmatically. The management team brings over 25 years of combined experience in management, IT, and complex projects, alongside expertise in operational transformation, sales processes, system integration, technology, data, and AI. We understand what real production complexity looks like: multiple systems, different stakeholders, imperfect data, commercial pressure, and the need for fast results. That is why we approach automation not only from a technical perspective, but through a complete understanding of business reality: workflows, exceptions, ownership, internal control, team adoption, and operational risk. Automation OS is the expression of this experience: a product built to be used daily, not just presented well.
