Organized knowledge
Methods no longer rely on individual memory. Rules, examples and exceptions become a knowledge base maintained by the company.
THIAGO SARTORELLI
AI & Culture
Consulting
We implement AI in your workflows, organize your knowledge and prepare people to work with quality and independence.
01Company knowledge
02AI in your workflow
03Review and improvement
WORKFLOWS · KNOWLEDGE · PEOPLE
WHAT YOUR COMPANY RECEIVES
Your company’s knowledge
applied to every deliverable
AI in everyday work
Receive documents, extract information, prepare a deliverable and check the output: each step has rules, tests and owners.
Operational control
An environment contracted by your company, individual access and review criteria. Licenses, infrastructure and specialist services are defined in the proposal.
FROM ANALYSIS TO DAILY WORK
Implementation led by us,
with your team involved
We build workflows and AI instructions alongside internal counterparts. Leadership validates priorities and provides the required access. Specialists support integrations and security within the agreed scope.
Diagnostic
Understand before building
Operational immersion, time and rework measurements, a process manual and an implementation plan.
Pilot
Put one workflow into practice
Build with two internal counterparts, test real cases and compare time and quality.
Scale
Expand what has been validated
Introduce further workflows in stages, with delivery standards, training and exception handling.
Autonomy
Hand over the operation
Trained internal champions, current documentation and an internal routine to review results and improve.
Timing is set after diagnosis. Expansion depends on quality, feasibility and adoption, with criteria agreed before the pilot.
Explore the diagnostic ↗CULTURE, ADOPTION & WORKPLACE CLIMATE
Culture and adoption
during and after transition
We pay attention to how people experience the transition. Clear roles, room for questions and practical support are part of implementation.
ADOPTION CYCLE
01
Listen to the team
Questions, confidence and workload
02
Learn through practice
Training and internal champions
03
Follow through
Usage, quality and team feedback
↻ Team feedback informs the next adjustments
01 / Before change
Listen and agree
Conversations with leaders and teams uncover concerns, workload and working habits. We agree what changes, who decides and how questions will be addressed.
02 / During implementation
Learn through real work
Training on actual tasks, protected learning time and support from internal champions. Regular reviews identify difficulties, overload and workflow improvements.
03 / After transition
Maintain and improve
Internal owners maintain documentation, onboard colleagues and review metrics. Leaders and HR track team feedback and agree improvement actions.
How we track adoption and team experience
We track workflow use, quality, confidence and perceived workload. Brief feedback rounds and team discussions guide adjustments, taking care not to identify individuals in small teams. The plan sets the cadence and owners during and after the transition.
WHAT CHANGES IN PRACTICE
What changes in your everyday operations
Situations the diagnostic can prioritize. Scope and targets depend on each company’s baseline.
Fragmented information
CURRENT STATE
Spreadsheets and systems show different versions of the same workflow.
PROPOSED CHANGE
Defined sources and rules create a shared operational view.
WHAT TO TRACK
Data consistency and time to obtain information.
Repetitive work
CURRENT STATE
People copy, classify and check information across multiple steps.
PROPOSED CHANGE
Eligible tasks are automated with AI, rules and exception handling.
WHAT TO TRACK
Cycle time, rework and cost per delivery.
Change that does not stick
CURRENT STATE
A tool is deployed, but the team returns to the previous process.
PROPOSED CHANGE
Training on real work, internal champions and regular reviews.
WHAT TO TRACK
Workflow adoption, quality and team autonomy.
PERSPECTIVES
Perspectives on AI,
management and culture
Questions that deserve clear answers.
Do we need to replace our existing systems?
We start with your existing systems and data. Integrations and replacements enter the plan only when operationally justified.
Does the diagnostic require a program commitment?
No. The diagnostic is an independent engagement. You decide whether to continue after reviewing the roadmap and feasibility.
Do you also implement?
Yes. We build workflows and AI instructions alongside two internal counterparts, lead the pilot and train internal champions. Custom integrations, infrastructure and security reviews have explicit responsibilities and costs in the proposal.
LET’S TALK
Where is rework limiting
your company’s capacity?
Tell us which workflow creates delays, errors or manual effort. We will assess the context, data access and who needs to take part in the transformation.
Discuss my operation ↗