/01MasterWolf · Artificial intelligence
The AI that understands the healthcare market.
Ask anything. MasterWolf analyzes, checks every figure and delivers the answer ready for your meeting.

/02What it does
Ask the way you talk. Get it the way you work.
Artificial intelligence no longer just answers: it reasons, uses tools and delivers finished work. MasterWolf brings that to a sector with plenty of information that is hard to put to use.
01Ask
Talk to the market
Write the way you talk. It understands codes, brand names, abbreviations and even typos. If your question can be read two ways, it picks the more useful one and offers you the other.
02Understand and analyze
A team of AI working for you
An orchestrator divides the work among specialist agents: analysis, documents, research, writing and verification. You only see the result.
03Deliver
From the chat to your meeting
The answer becomes a report, an Excel file, a presentation, a dashboard, a podcast or a video, and it reaches you by email.
/03Ask MasterWolf
This is how you talk to it.
Choose a sample conversation. The answers are illustrative.
Sample conversations
Illustrative example · no real data
A market question
- You
Who leads purchases of paracetamol this year?
- MasterWolf
The leader holds almost half of the amount and the third place is growing fastest. Here's the breakdown by institution.
Verified figures
- You
And compared with last year?
- MasterWolf
The leader is gaining ground at IMSS and ISSSTE, and the runner-up is losing it in three states.
An analysis
- You
Compare me with my main competitor over the last three years.
- MasterWolf
You're growing in units; your competitor wins in the largest institutions, at a lower price.
Period and scope, always in view
- You
Where should I focus?
- MasterWolf
At IMSS in Jalisco and ISSSTE in Nuevo León: they buy more every year, and you don't sell there yet.
For the meeting
- You
Prepare the presentation for Monday's meeting.
- MasterWolf
Done: summary, charts and a backup Excel file.
- .pptx
- .xlsx
- .docx
- You
Send it to my team.
- MasterWolf
Done: it's in their inbox.
Your documents
- You
.pdf
Here are the bidding documents for this tender. Which requirements are critical?
- MasterWolf
I found four. I'll cite the page and paragraph for each one.
With citations from the document
- You
Who has won it before?
- MasterWolf
The same supplier, in the last two purchases. Here's the history.
More things you can ask it
Market
- Who leads public-sector sales of metformin in Mexico?
- Compare me with my three main competitors over the last three years.
- What is each company's market share in oncology?
Tenders and purchases
- What did Bayer win in this year's consolidated purchases?
- Give me the price history for code 010.000.0104.00 and its trend.
- How much insulin glargine is projected to be bought next year?
Institutions
- How has code 010.000.0104.00 moved at IMSS this year?
- Which institutions buy the most amoxicillin each year?
Knowledge
- What studies support the use of metformin in prediabetes?
- What is the usual dosage of amoxicillin?
- Research the latest regulatory news on biosimilars.
Documents
- Summarize the bidding documents for this tender and tell me the critical requirements.
- What does the award decision say about line item 15?
- Compare these two contracts.
Deliverables
- Make me a presentation for Monday's meeting with this analysis.
- Put it in Excel with one sheet per year.
- Make me a five-minute podcast with the summary.
- Email it to my team.
Scheduled reports
- Every Monday at 8:00, send me the summary of the oncology market.
- On the first day of every month, send me how insulin glargine is doing.
/04The problem
From data to decision, without weeks in between.
The healthcare sector generates a huge amount of information, but turning it into decisions is still slow, expensive and dependent on a few people.
Before: Days or weeks to put together a market analysis.
With MasterWolf: Minutes, in a conversation.
Before: Huge spreadsheets, fragile formulas and manual cross-referencing.
With MasterWolf: Questions in Spanish; the AI runs the queries and the cross-referencing.
Before: Reports only the person who made them understands.
With MasterWolf: Clear answers, with context, findings and implications.
Before: Copying and pasting into Word and PowerPoint for the meeting.
With MasterWolf: The report, the Excel file and the presentation put themselves together.
Before: Doubts about whether a figure was calculated correctly.
With MasterWolf: An exact engine calculates and a guardian checks every number.
Before: Reports someone has to remember to ask for.
With MasterWolf: Scheduled reports that arrive in your inbox on their own.
Before: Knowledge trapped in PDFs and documents.
With MasterWolf: Upload your documents and ask them questions: it answers, citing where it found it.
/05How it works
From question to deliverable, in five steps.
You ask
In natural language: “Who leads purchases of paracetamol this year?” or “Make me a presentation for Monday's meeting”.
MasterWolf understands
It identifies products, codes, institutions, periods and the intent behind the question. If something is ambiguous, it picks the more useful reading and offers you the other.
The team gets to work
It queries the information, reviews your documents or researches in depth; it calculates precisely and checks every figure.
You get the result
A clear analysis with findings, trends and implications and, if you ask for it, the deliverable ready.
You keep the conversation going
It remembers the context: “and by institution?”, “compare it with last year”, “email it to me”.
/06The team of agents
Behind every answer, a whole team.
It isn't a single model answering from memory: an orchestrator understands what you need and coordinates several specialist agents, each with its own tools.
The Orchestrator
Understands the question and decides which tools to use, in what order and how to combine the results.
“I ask for something complex and it knows where to start.”
A request
“Prepare the presentation for Monday's meeting with the market share in oncology.”
Data analyst
Turns your question into precise queries on the sector's history and gets the answer in seconds.
“It answers what used to take me a week.”
Market strategist
Calculates share, rankings, growth, positioning and projections.
“I can see who's winning, who's losing and why.”
Librarian
Reads what you upload (bidding documents, award decisions, contracts, presentations) and answers citing where it found it.
“At last I can ask my PDFs questions.”
Research agent
Researches a topic in depth —the sector, a molecule, a competitor— and gives you the context with its source.
“It saves me hours of research.”
Figure guardian
Checks every number before showing it: if a figure isn't backed up, it doesn't go out.
“I can stand behind every data point.”
Content creator
Writes reports and builds Excel workbooks, presentations, dashboards, infographics, podcasts and videos.
“I walk into the meeting with everything ready.”
Messenger and scheduler
Delivers by chat and by email, and schedules the reports that repeat.
“The information finds me.”
You
You only see the result: the presentation, the backup Excel file and the summary.
/07Let's talk
Let the pack work for you.
Book a demo and discover what MasterWolf can answer about your market.