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AI for Private Companies

AI applied to operations,
sustained in production

We apply Dataiku and Databricks to automate processes, anticipate decisions and scale operations with governance from day one.

Apply AI to my operation How we apply it
Sample inference Demo
Input
cliente_42 · history 18mo · 3 products · support canceled
inference
ml.churn_pred_v2 38ms
output
Churn risk in 60d 87%
High confidence

Factors: canceled support (+34%), usage dropped 60% in the last 30d (+28%)

Why AI projects never leave the pilot stage

Technology alone does not solve it. Data trapped in silos, a shortage of specialized talent, long time-to-value cycles and governance treated as an afterthought turn many projects into never-ending proofs of concept.

  1. 01

    Fragmented, low-quality data

    Information scattered across silos, without standardization or traceability, makes it impossible to train reliable and scalable models.

  2. 02

    Shortage of specialized talent

    A shortage of qualified professionals is among the main barriers to adopting AI at scale.

  3. 03

    Long time-to-value cycles

    Without integrated platforms and structured processes, AI projects take months to leave the pilot stage and never reach operational scale.

  4. 04

    Governance as an afterthought

    AI environments often handle sensitive data. Without governance by design, the LGPD becomes a critical risk.

[ Our Approach ]

Pipeline for AI in production

Three connected stages that turn a business problem into a reliable model running in your environment.

01 Automation
process · output

Free your team from repetitive work

We identify the processes with the greatest automation potential and implement AI models that perform repetitive tasks with precision, speed and traceability.

  • Mapping of the processes with the highest automation ROI
  • Classification, extraction and automatic triage models
  • Integration with legacy systems via API and connectors
Accerte consultant reviewing automatable processes with a client consultoria_ia.webp
02 Prediction
training · prediction

Anticipate what is about to happen before it happens

With Databricks and Dataiku, we build data pipelines and predictive models that turn history into actionable intelligence. Churn, demand, risk and fraud become safer decisions.

  • Demand, churn and credit risk forecasting
  • Real-time anomaly and fraud detection
  • AutoML for fast experimentation cycles
churn_pred_v2 · evaluate Demo
94.8 % accuracy
History Forecast · +60d
03 Governance
deployment · compliance

AI that is secure, explainable and compliant from day one

With Dataiku as the central governance platform, we ensure full traceability, explainability for auditors and role-based access control. LGPD and ISO 27001 built into the process.

  • Model catalog with versioning and data lineage
  • Explainability (XAI) for auditable decisions
  • Drift monitoring and automatic retraining
model_lifecycle Demo
LGPD
XAI
ISO 27001
Drift 24/7
churn-pred-v2.3 · PROD audit: today
Assess your maturity

Want to know if your data is ready to become AI?

In a quick conversation, we map the processes with the greatest AI potential, assess the maturity of your data and design a lean pilot, with governance and ROI defined before a line of code.

Schedule an assessment
[ Results ]

Applied AI, done right, changes everything

The gains we pursue in operational efficiency, decision quality and the business's ability to scale. Targets for each project are set during the assessment.

  • Less manual rework in repetitive processes
  • Faster operational responses
  • More consistent, higher-quality decisions
  • AI that is secure, explainable and compliant with the LGPD
  • Scale without proportional team growth
  • More visibility and control over data

Want to see these results in your operation?

Talk to a specialist
Accerte data scientist building a predictive model
[ Behind the operation ]

Senior data scientists caring for your model

This is not off-the-shelf AI. It is a team of data scientists, ML engineers and data architects, with individual certifications in Dataiku and Databricks, training models in the context of your business.

  • From pilot to production in weeks Short experimentation cycles with AutoML and human validation.
  • A team certified in Dataiku and Databricks Individual certifications held by the professionals who run the project.
  • A dedicated team, not a pool Scientists who know your domain, your data and the critical risks.
[ Ecosystem ]

Platforms and partners

We work with the leading platforms so that your AI operation is built on solid, scalable and auditable foundations. Where there is a partnership level with the vendor, it appears next to the logo.

Gold Partner
Ready to start?

Practical, secure AI starts with a conversation

In a quick conversation, we map real use cases and the environment where the AI would run. Get an assessment showing where you can start with controlled risk and cost.

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