Process redesign with AI: why automating a bad process makes it worse
A method for analysing tasks, decisions and exceptions before adding AI to a business process.
AI Consulting and Implementation for Businesses
We help companies in any industry identify where artificial intelligence can add value, redesign their processes and implement a way of working that is real, measurable and embraced by their teams.
From assessment to implementation and continuous improvement, we combine consulting, technology and ongoing support.
Your company probably does not need another AI tool
The issue may not be a lack of tools, but the absence of a shared system for deciding, experimenting, deploying and improving.
01
Pilots that do not scale
Trials work, but they never reach production or connect with business processes.
02
Disconnected teams
Each department experiments separately and knowledge is not shared.
03
Scattered information
Data and documents are spread across tools, people and systems.
04
No clear priorities
There is no framework to decide which use cases deserve investment.
05
Risk and control
Management does not have enough visibility into permissions, costs, quality and risks.
06
Inconsistent adoption
AI is being used, but it is not yet part of a new way of working.
From isolated tools to a business operating system
Agentising is not about filling the company with bots. It means designing a new way to coordinate people, processes, data and technology so AI works with context and under supervision.
- Context and method: AI understands the project, the objective and the procedure it must follow.
- Skills, agents and connectors: Capabilities are packaged, reused and integrated with the business's real tools.
- Data and knowledge: The system consults authorised sources and turns scattered information into reviewable work.
- People and adoption: Technology becomes part of teams' everyday way of working.
- Governance: Permissions, owners, approval points and privacy criteria are defined.
- Measurement and improvement: Quality, costs, risks, productivity and business outcomes are monitored.
I3OS: our practical case of business agentisation
At Impulsa3, we do not talk about a transformation we have only designed on paper. Since early 2025, we have experienced first-hand the move from an automation pilot to a system that impacts sales activity, onboarding, production, technology, content, creativity and the way our teams are organised.
I3OS is helping us work with more context, greater capability and better traceability, while retaining people’s professional review and judgement.
What can change in your company
Industry matters, but the first question is different: which processes consume time, where context is lost and which decisions could be made better with data and intelligent assistance.
Sales and business development
Discovery, opportunity analysis, proposals, lead qualification and prioritisation.
Onboarding and clients
Initial context, documentation, meetings, next actions and consistent follow-up.
Marketing and growth
Research, content, SEO, campaigns, segmentation and performance measurement.
Operations and administration
Repetitive processes, reporting, document control, approvals and tool integrations.
Technology and data
Agents, RAG, APIs, connectors, automations, dashboards and knowledge sources.
People and knowledge
Training, operational documentation, collaboration and recovery of internal knowledge.
What you will receive from an implementation project
The outcome is not merely a technology recommendation. We deliver a roadmap and capabilities that can be used and improved within the company.
- A map of opportunities and priority processes.
- A use-case matrix covering impact, feasibility, data, effort and risk.
- An implementation roadmap with phases, owners and success criteria.
- Architecture, integrations, permissions and information-source design.
- Pilots, skills, agents and automations focused on real processes.
- An adoption, governance and measurement plan to sustain improvement.
What we do differently
We do not limit ourselves to recommending tools. We have had to solve internally the same problems our clients face. We work with both technology businesses and SMEs seeking to scale digitally with robust, secure solutions adapted to Madrid's business environment.
First-hand experience
We have moved from isolated pilots to an AI operating system applied across the organisation.
Real adoption
Training, feedback and team involvement are part of the rollout, not an optional phase.
Judgement and control
AI accelerates work, but sensitive decisions retain accountable owners, permissions and human review.
Resources to prepare for AI implementation
Before implementing AI, it is worth understanding the company's maturity, choosing use cases carefully and preparing people. These articles bring together the practical approach we apply in our projects.
AI adoption in the workplace: how to get teams to really use it
AI adoption is not solved by buying licences: it requires changing tasks, capabilities, incentives and ways of measuring work.
From pilot to production: how to scale an AI project without losing control
What changes when an AI pilot leaves a controlled environment and starts depending on real data, users, and processes.
AI Steering Committee: how to set up an AI committee in your company (without bureaucracy)
AI without governance is a risk. But governance without pragmatism is bureaucracy. We explain how to create an AI committee suited to the size of your company, with clear roles, a practical cadence, and a decision model that works from week one
How to prioritize AI use cases: a practical matrix for deciding where to invest
A decision matrix for comparing AI initiatives and building a balanced portfolio of quick wins and strategic bets.
Artificial intelligence maturity: how to know whether your company is ready to scale
A practical diagnosis to find out whether your company has the strategy, data, people and governance needed to scale artificial intelligence.
AI must change how your company works
The challenge is not finding out whether AI can do something. The challenge is deciding what it should do, with which data, under which controls and how to integrate it into your company’s real way of working.
You do not need another isolated tool: you need to turn opportunities into repeatable, measurable and supervised processes.
- Increase your teams' productivity and accuracy.
- Automate repetitive tasks with intelligent assistants.
- Turn data into real-time decisions.
- Improve communication with clients and partners.
Technology capabilities we activate when the case requires them
Generative AI and Language Models
Development and integration of tailored language models (LLMs) to automate writing, information summarisation and support for corporate tasks.
Virtual Assistants and Corporate Chatbots
Creation of intelligent assistants trained on your internal documentation, able to provide 24/7 support to clients or employees.
Process Automation (RPA + AI)
Identification and automation of repetitive processes in marketing, customer service, finance or HR.
Advanced Analytics and Business Intelligence
Predictive analytics systems and dynamic dashboards that turn data into actionable decisions.
AI for Marketing and Sales
Campaign optimisation, content generation and lead-conversion prediction using predictive models.
Machine Learning and Prediction
Development of bespoke predictive models for demand, churn, fraud or operational performance.
Computer Vision and Visual AI
Image and video processing for quality control, product recognition or analysis of physical spaces.
AI consulting and implementation
Maturity assessment, opportunity mapping, use-case prioritisation, architecture design, pilot, rollout, adoption and continuous improvement.
How we implement AI in a company
1. Assessment and maturity
We analyse objectives, processes, data, tools, risks and the level of adoption to understand the company’s starting point.
2. Opportunities and priorities
We map use cases and prioritise them by impact, feasibility, data quality, effort and risk.
3. Design, pilot and production
We design the operating model and architecture, test a controlled case and take it into production when it proves value.
4. Adoption, governance and improvement
We train teams, define owners and controls, measure outcomes and improve the system continuously.
Our clients speak
BernardoMATCHAFLIX
Complete support for growing an ecommerce business: SEO, web, advertising, email, photography and consultancy. I enjoy the day-to-day work with the people at IMPULSA3.
AndaguMAKALÚ KOMBUCHA
The agency helped me create an important new website that fitted our new needs. Excellent communication, quick response, a professional team and easy to work with.
LeónAston Herencia
The connection between the two teams has worked very well and the result has been very satisfactory. Our expectations of creating a simpler, more functional website have been met.
SepenaDaikin
We needed a company that was a professional in online marketing to guide us through several projects. What we enjoy most about working together is what we learn on each different job.
GuerreroFinteligenia
I greatly valued not only the technical quality of the agency people I dealt with, but also how good they are as people.
GutiérrezMGA
Their ability to deconstruct complex SQL queries and propose an API solution was particularly impressive. Their technical team was not only thorough but also very adaptable.
JuliàEECAR
Our goal was to develop custom software for the company's administrative and operational management. I would highlight the flexibility and the attentiveness of the whole team.
CapitánBe Mummy
This agency is deeply involved in growing my brand and they are available as soon as any problem comes up. They also adapted my website to the new needs of my business.
GonzálezSports Physiotherapy
I needed to update my website and add content. The advice and the conversation were clear and to the point.
ContrerasIndustrias Kolmer S.A.
The company helped me develop a QR system to integrate into my website. They gave me all the attention I needed and it was an easy process.
GómezEconoky
They are the best team I have found in 5 years of searching. They meet all my expectations. The agency helped launch Econoky.com.
LozaGrupo Tasfor
Excellent communication and willingness from the team, and deadlines met. We asked for an API integration on our own website to send data to a corporate client.
MorenoAzzulei
Communication flows very well. They have very good proposals and are flexible in adapting to our requests and demands. They have extensive knowledge of marketing, UX, SEO and SEM.
GonzálezTappers
They live the brand as if it were their own and add a great deal of value through all kinds of initiatives. From my years of experience I can say that is far from common. They are a great help in growing the business. Working with them comes highly recommended.
HerreraMRM
The smooth communication with the IMPULSA3 development team and their ability to understand our problem.
LópezFundación CIEN
What I enjoyed most during our collaboration was seeing how a well-designed logo can capture the essence of our project.
EscobarAnalysis and Research
IMPULSA 3 helped our company rebuild the main homepage, giving it a fresh, more modern and dynamic look, and always with excellent willingness and kindness. They are a great team of professionals. Thank you very much 🙂
HermosoTappers
Their great technical experience, combined with their commercial vision, has been fundamental to our growth. We have grown a great deal with them. A partner we would recommend 100%.
Ignaccio
LeivarNacht Werks
I recommend the IMPULSA3 agency 100% for handling social media, the web environment and so on, both for established companies that need modern support and for entrepreneurs who want to do things properly and have an experienced team to reach their target customer.
CastroiAviation
A wonderful team, always willing to help. Great people and the very best professionalism. I would definitely recommend IMPULSA3 to anyone looking to improve their online presence and maximise their profitability!
BorracciaValentina Community
The team is very good, they are very competent, they adapted to my needs at every stage of my project and they are very professional.
plaza7+ CARAVANING
A professional team and methodology, with tools and vision that make the investment pay off.
Highly recommended!!
SokolAmagifilms
A good agency and a good team. They treat their clients and their projects with care.
PuigMy Coworking
We have been working with IMPULSA3 for a few months to raise awareness of our coworking spaces in Las Tablas and Pozuelo and we are delighted with the team's professionalism.
SamOFESAUTO
Constant availability and willingness to answer any question. The relationship is always respectful, professional and pleasant.
Shall we discuss your AI implementation?
Tell us what you want to improve and we will design an initial implementation path with objectives, priorities and control.
Do we need to know which AI solution we want?
No. We start with the company’s objectives, processes and points of friction. From there, we identify and prioritise use cases.
Do you work with companies in any industry?
Yes. Industry provides context, but the initial assessment focuses on processes, data, decisions and opportunities for improvement.
Is it necessary to develop a bespoke tool?
Not always. We choose the right combination of tools, models, connectors, automations and bespoke development.
How do you protect our data?
Before taking a system into production, we define authorised sources, permissions, owners, review points and privacy criteria.
How do you ensure employees adopt AI?
Adoption is part of the project: we explain the method, gather feedback, train teams and turn useful improvements into reusable capabilities.
Can we start with a pilot?
Yes, provided the pilot has a specific objective, available data, a business owner, a success criterion and a reasonable route to production.
How is return measured?
Depending on the use case, we combine productivity, quality, time, cost, risk and business-outcome indicators.
What is the difference between automating a task and agentising a process?
Automating a task executes an action. Agentising a process adds context, method, tools, supervised decisions and the capacity to learn.
