From traditional DevOps to autonomous AI agents - one partner across your entire technology stack.
We design and implement end-to-end DevOps practices that eliminate the friction between development and operations. From first commit to production - automated, monitored, and repeatable.
Automated build, test, and deploy pipelines that cut release cycles from days to minutes.
Version-controlled, reproducible infrastructure across any cloud or hybrid environment.
Kubernetes-native deployments with autoscaling, service mesh, and zero-downtime rollouts.
Automated data ingestion, feature engineering, training, evaluation, and deployment pipelines.
Track experiments, compare model performance, and promote models through staging to production.
Continuous monitoring for data drift, concept drift, and model degradation with auto-retraining triggers.
We bridge the gap between data science experimentation and reliable production ML systems. Your models get versioned, monitored, and continuously improved - at any scale.
AIOps applies machine learning to IT operations data - correlating events, predicting failures, and automating remediation before incidents escalate. Reduce MTTD and MTTR dramatically.
Cut alert fatigue by up to 85% using ML-driven event correlation and suppression.
Detect anomalies in time-series data before they become outages. Predict failure patterns.
Runbook automation and self-healing workflows that resolve known issues without human intervention.
Retrieval-Augmented Generation systems with vector stores, chunking strategies, and re-ranking.
Domain-specific model fine-tuning using LoRA, QLoRA, and PEFT techniques for enterprise use cases.
Track latency, cost, hallucination rate, and output quality across model versions in production.
Deploying an LLM is the easy part. Making it reliable, cost-efficient, and safe at enterprise scale is where Crecita steps in. We handle the full LLM operations lifecycle.
The next frontier of operations is agentic - AI systems that plan, reason, and act across your infrastructure autonomously. We design, deploy, and operate multi-agent frameworks for real enterprise workloads.
Design supervisor-worker agent hierarchies that coordinate complex, multi-step tasks across systems.
Equip agents with real-world tools: search, code execution, API calls, databases, and more.
Full tracing, logging, and guardrails to ensure agents behave predictably and safely in production.
Model cards, bias audits, fairness metrics, and governance frameworks aligned to EU AI Act and enterprise policy.
Scalable deployment of generative AI models with cost control, rate limiting, and multi-tenant isolation.
Input/output filtering, jailbreak detection, PII redaction, and policy-enforcement layers for GenAI systems.
GenAI is moving fast - and most organisations are deploying it faster than they can govern it. Crecita brings operational rigour to generative AI: deployment, monitoring, safety, and compliance.
Bad data upstream means broken models downstream. We bring DevOps-style engineering rigour to your data infrastructure - automated pipelines, observable quality checks, and governed lineage from source to consumption.
Reliable, monitored data workflows that handle failures gracefully and alert on SLA breaches.
Automated quality gates that catch bad data before it reaches models or dashboards.
Full end-to-end data lineage so every analyst and engineer knows where the data came from and what touched it.
Our cybersecurity practice is backed by resources holding the most respected certifications in the industry. From governance to penetration testing - we protect what matters most.
ISO 27001, SOC 2, GDPR, HIPAA, PCI-DSS compliance programs designed and managed by certified professionals.
Red team exercises, web application testing, cloud configuration review, and API security assessments.
24/7 security operations centre setup with Splunk, QRadar, or Microsoft Sentinel - threat detection and response.
Let's have a 30-minute conversation about your infrastructure, AI roadmap, or security posture. No pitch - just honest advice.