Agnostic stack · Guaranteed technology neutrality
82% predictive accuracy.Built on clean data.
No vendor lock-in. No licensing commissions. The right tool for each problem — evaluated on evidence, not partnerships.
Technology stack · Six integrated layers
Technology-agnostic. Outcome-driven.
Ingestion & Connectivity
Data capture from any source in real time or batch. Agnostic to origin systems.
Mastered technologies
In production
Real-time ingestion with <100ms latency in production.
Proprietary products · Knowcell IP
Four engines. Certified results.
Big-Insights™
Fraud detection engine for utilities.
52%
Predictive effectiveness — triples the baseline of physical inspections
Proprietary AI engine for commercial loss and fraud detection in utilities. Deployed at INTERAGUA-Guayaquil since 2020. Output: daily prioritized list of high-probability fraud users, ready for field teams.
- ML + Graph models on 50+ variables
- Continuous learning from field feedback
- Native integration with operator CIS and GIS
- Certified payback: USD 4.5M in 3 months
KnowFraud-Fin™
Transactional financial fraud detection.
<50ms
Scoring latency per transaction in real time
Banking fraud detection system based on Graph Neural Networks (GNN). Analyzes network patterns between accounts, merchants, and devices to detect coordinated fraud before the transaction completes.
- Graph Neural Networks on real transactions
- 60% fewer AML false positives vs. static rules
- Compatible with existing banking core
- SHAP explainability for regulatory compliance
KnowChurn™
Customer retention with early signals.
AUC 0.91
Model accuracy in production — certifies prediction before deploy
Churn prediction model that detects abandonment signals weeks before the customer makes the decision. Integrates digital, transactional, and operational behavior signals to build an actionable risk score.
- Detection 3–8 weeks before cancellation
- Next Best Action by risk segment
- Integration with CRM and retention channels
- 1% churn reduction = millions in preserved CLTV
KnowAdvisor™
Analytical assistant in natural language.
88%
Reduction in time from question to executive insight
Analytical assistant that enables the C-Suite to query corporate data in natural language and receive certified answers with governed data. Zero information exposure to third-party models — data sovereignty guaranteed.
- NLQ on your data, not OpenAI data
- Compatible with Power BI, Cognos, Tableau, Qlik
- Answers with data source and confidence level
- Human-in-the-loop for high-risk decisions
Does any of these products address a specific problem?
The BIR™ diagnostic identifies the optimal entry point for your organization.
Technology neutrality · 100% guaranteed
Your stack. Our architecture.
Zero vendor bias
We have no licensing quotas or resale agreements. We recommend based on your architecture and budget — never on our margin.
We build on your investment
If you already have Power BI, Oracle, or SAP, we build on top. Migration is only recommended when the TCO analysis justifies it.
Open Source where appropriate
Apache Kafka, Spark, dbt, Airflow — industrial-grade tools without license fees. The savings are invested in architecture and talent.
Data sovereignty guaranteed
Your information never trains third-party models. KnowAdvisor™ runs on your data in your infrastructure — not in OpenAI's cloud.
Technologies we work with
+40 technologies integrated in active mandates
Executive strategic session · No cost · No commitment
How much is not governing your data costing you?
In 90 minutes we analyze your organization, identify the real gap, and deliver a diagnostic with estimated financial impact.
- Analytical maturity diagnostic (BMI™) — aligned with DCAM and CMMI standards
- Identification of 3 quick wins with estimated ROI
- Preliminary roadmap tailored to your sector
- Benchmarks vs. your industry — Big4 standard
16 years · +30 mandates executed · Guaranteed technology neutrality