Use cases

What AI does for your team, by area.

Concrete examples of routines, processes and metrics that AI takes on in legal, finance and tech, always on the systems you already use, with human approval and a full record of every step.

Approach

On the systems you already use

Direct integrations with ERPs, CRMs and public databases, without ripping out and replacing what already works.

Governance

Human-in-the-loop by default

Sensitive operations stay blocked until human approval, with immutable logs of every step.

Scale

From pilot to a network by area

Start with one critical routine, prove the value and expand into a network of agents by area.

Industries

Built for high-intensity markets.

Agents, data and governance calibrated for the sectors where a wrong decision is expensive, and auditing is not optional.

Legal

CatechLabs monitors cases, interprets their movements and integrates with the firm's legal software. Your team stops digging through case updates and focuses on what requires a lawyer, with every reading traceable to its source.

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Industry

CatechLabs went into the operation and fixed where time was leaking, area by area. Bank reconciliation so controllership closes faster. Supplier onboarding without the team spending days validating documents. Automated production reporting, with less raw-material waste.

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Retail

CatechLabs distributes stock across stores, anticipates expected stockouts per SKU and automates purchase orders for replenishment. The chain stops selling blind and losing sales to out-of-stock.

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Catech Solon

Data extraction for VDD and M&A

Large-scale analysis of portfolios to extract change of control, exclusivity, and termination fee clauses, generating a findings sheet with a citation to the source for each point.

M&AVDDLegal Rigor
Catech Solon

Playbook-based draft review

Automatic comparison of new contracts against company standard clauses, flagging wording differences and risks that require partner review.

ContractsComplianceStandardization
Catech Agents

Provisioning and risk calculation

Agents read procedural updates and petitions to suggest risk classification (probable, possible, remote) based on precedents and new facts.

FinancialAuditLiability Reduction
Catech Agents

Publication and deadline monitoring

Daily reading of official gazettes to identify summonses, summarize judicial orders, and pre-schedule deadlines in management systems (CPJ/Projuris).

OperationalWorkflowZero Failure
Catech Atlas

Sensitive data inventory (LGPD)

Scanning document repositories to locate personal and sensitive data, generating impact and compliance reports for the DPO.

PrivacyDPOGovernance
Catech Agents

Complex case summary generation

Agents read voluminous legal records (1,000+ pages) and generate a timeline of procedural events and current status to prepare the partner before a hearing.

StrategyLitigationEfficiency
Catech Agents

Metadata extraction for registration (CPJ)

Upon receiving an initial petition, the AI reads the document, extracts parties, amounts, jurisdiction, and request, filling out the registration draft in the legal management system.

BackofficeIntegrationAutomation
Catech Agents

Acquirer and card reconciliation

Daily reconciliation between POS sales, acquirer statements, and bank deposits, isolating fee and cancellation discrepancies.

TreasuryRetailPrecision
Catech Agents

Vendor onboarding (KYC/KYB)

Automated collection of certificates, negative media analysis, and sanctions list queries to build approval dossiers for new partners.

ComplianceProcurementRisk
Catech Agents

Tax extraction and validation in NF-e

Reading invoice files (XML) and service PDFs to validate ISS, IRRF, CSLL, and PIS/Cofins withholdings against contracts and municipal legislation.

FiscalTaxEfficiency
Catech Atlas

Tax Reform impact simulation

Applying new VAT rates (IBS/CBS) over billing and purchase history to project impact on cash flow and final pricing.

StrategyReformPlanning
Catech Atlas

Financial statement standardization for credit

Reading financial statements in different formats to convert them into a single rating analysis structure, speeding up B2B credit approval.

CreditRatingAnalysis
Catech Agents

Expense reimbursement audit and processing

Data extraction from expense receipts, verification against company travel policy, and batch preparation for payment via ERP.

BackofficeExpensesControl
Catech Agents

Monthly closing automation

Agents execute the reconciliation of balance sheet accounts and generate adjustment entries, reducing the controller's closing time.

ControllershipERPAgility
Catech Platform

Vulnerability detection in code changes

Agents review every code change searching for security flaws (OWASP Top 10) and logic vulnerabilities before it goes live.

SecurityDevSecOpsQuality
Catech Forward

Logic mapping in legacy code

Using agents to read old systems (Cobol, legacy Java) and extract documented business rules for migration or modernization.

ModernizationTechnical DebtEngineering
Catech Forward

DORA metrics monitoring

Centralized dashboard measuring deployment frequency, lead time for changes, failure rate, and time to recovery in real time.

EngineeringPerformanceROI
Catech Atlas

Intelligent FinOps alerts

Identification of unusual cloud costs in AWS/Azure by tag or service, suggesting shutdown of idle resources or resizing of oversized ones.

FinOpsCloudSavings
Catech Agents

Post-incident root cause analysis (RCA)

Agents correlate system logs, metrics, and code changes to explain the 'why' of an outage, automatically generating the incident-review draft.

SREResilienceOperations
Catech Platform

Code and documentation synchronization

Keeping technical documentation always up to date with the way the system actually works.

DocsInternal portalAPIs
Catech Agents

Data masking for testing environments

Masking of live data for use in development, ensuring that no real customer data is exposed to developers.

PrivacySecurityLGPD
Catech Agents

L2/L3 technical support assistance

Agents searching system logs and technical knowledge bases to suggest solutions for complex tickets, reducing resolution time.

SupportOperationsKnowledge
Let's talk

Which critical routine do you want to automate first?

We map your operations, prove value on one critical agent and expand by area, with no big bang.

Talk to the founders

Auditable · Secure · Sovereign