01
Document intelligence
Reading, classification, extraction, and triage for high-volume operational documents.
For legal, technical, scientific, and backoffice workflows.
Enterprise applied AI consultancy
Production AI for critical operations.
We design, integrate, and operate AI systems for companies that cannot depend on prototypes.
- Enterprise AI systems
- Production-grade delivery
- Part of Scherm since 2026
What we do
Three areas. One production focus.
Applied AI for document-heavy, decision-heavy, and operational environments.
02
GenAI and RAG systems
Assistants, knowledge search, and LLM workflows connected to enterprise data.
For internal knowledge, assisted decisions, and expert workflows.
03
Operational automation
AI-assisted workflows that reduce manual analysis, repetitive decisions, and operational friction.
For O&M, queues, monitoring, and system integration.
How we work
How we deliver
A direct path from operational diagnosis to assisted production.
01
Diagnosis
Map the process, constraints, data, users, and risk points.
02
Architecture
Define workflow, integrations, infrastructure, governance, and rollout.
03
Implementation
Build the system, APIs, automations, and evaluation routines.
04
Assisted operation
Support adoption, monitoring, iteration, and technical decisions.
Selected projects
Selected proof
Projects where AI left the prototype layer and entered operational workflows.
CASE 01Justice / Public sector
GAIA Assistente — Court of Justice of Rio Grande do Sul
- Challenge
- Thousands of judicial cases required fast access to information without expanding manual work for court teams.
- Solution
- Language models integrated into the electronic case system to summarize, interpret, and locate information with traceability.
- Result
- Less time searching for information and more focus on higher-value legal analysis.
CASE 02Healthcare / Bayer
Universo Médico content recommendation
- Challenge
- The same content was served to different physician profiles, reducing relevance and engagement.
- Solution
- Recommendation system personalized by specialty, behavior, and each physician's interaction history.
- Result
- More relevance for each HCP and a genuinely personalized digital experience.
CASE 03Pharma / Johnson & Johnson
Intelligent field-force engagement
- Challenge
- Defining the best plan per HCP required combining potential, channel, frequency, and commercial constraints.
- Solution
- AI evaluating thousands of scenarios per HCP and recommending the best frequency and channel combination.
- Result
- More precise target plans and a data-driven field force.
CASE 04Energy / Solar O&M
Real-time monitoring and alerts for solar plants
- Challenge
- Inverter, relay, and tracker failures generated multiple alerts and demanded fast operational triage.
- Solution
- AI analyzing plant telemetry and events, prioritizing anomalies and recommending the next operational action.
- Result
- Faster failure prioritization and higher operational availability.
CASE 05Agribusiness / Financial management
Virtual agent for farm finance
- Challenge
- Revenue and expenses were scattered across notes, messages, and spreadsheets.
- Solution
- Messaging agent that records transactions by voice and organizes revenue and expenses automatically.
- Result
- Less administrative work and simpler, organized financial management.
CASE 06Agribusiness / Smart agriculture
Predictive models for agronomic decisions
- Challenge
- Planting and crop management decisions depend on dozens of simultaneous variables.
- Solution
- Predictive models combining climate, agronomic, and operational data to generate recommendations.
- Result
- Safer decisions, better input usage, and more efficiency in the field.
Institutional proof
Acquired by Scherm Brasil. Now Scherm.AI.
In April 2026, Scherm Brasil — a high-performance computing company with more than two decades in the market — acquired 100% of Altoria AI, giving rise to Scherm.AI. Founder Matheus Serpa became a partner and now leads the group's AI & HPC practice, combining applied AI in production with Scherm's own infrastructure.
- Apr 2026
- 100%
- Altoria AI
- Scherm.AI
- AI + HPC
Leadership
Matheus Serpa
Partner and Director of AI & HPC, Scherm Group
Founder of Altoria AI, with a background in high-performance computing research and applied AI delivery for enterprise operations.
Timeline
- 2020
Altoria AI founded as an applied AI consultancy.
- 2021–2025
Production AI delivered across justice, health, pharma, energy, and agribusiness.
- April 2026
Scherm Brasil acquires 100% of Altoria AI.
- Today
Operations continue as Scherm.AI, combining applied AI with HPC infrastructure.
Contact
Does your next AI system need to operate outside the lab?
Operations continue at Scherm.AI: applied AI and HPC infrastructure working together.