Measurable outcomes from real engagements. Every number here is something a client actually achieved.
A fast-growing payments platform was shipping once a week - every deployment required a war room, manual testing, and a dedicated weekend. Developer morale was low and releases were feared.
Crecita rebuilt their CI/CD pipeline from scratch using GitHub Actions, containerised their services with Docker and Kubernetes (EKS), and introduced GitOps with ArgoCD. Automated testing coverage jumped from 34% to 91%.
A healthcare analytics company had a talented data science team producing strong models - but their path to production involved manual handoffs, undocumented experiments, and no monitoring once deployed.
Crecita implemented a full MLOps platform: MLflow for experiment tracking, Kubeflow for pipeline automation, a centralised feature store, and Evidently AI for real-time drift detection with automated retraining triggers.
A B2B SaaS platform's on-call team was drowning. 800+ alerts per day, most of them noise. Engineers were burning out, real incidents were getting lost, and MTTR was measured in hours.
Crecita deployed an AIOps layer using Moogsoft for event correlation, integrated with their existing Datadog and PagerDuty stack. ML models were trained on 12 months of historical incident data to identify patterns and auto-suppress low-signal noise.
A legal technology firm had built an internal document Q&A tool on GPT-4 - but costs were spiralling, latency was unacceptable, and the team had no visibility into hallucination rates or answer quality.
Crecita redesigned their RAG pipeline with optimised chunking and re-ranking, replaced full GPT-4 calls with a fine-tuned smaller model for routine queries, and introduced LangSmith for full observability including hallucination tracking.
A rapidly scaling e-commerce platform was losing enterprise deals because they couldn't produce a SOC 2 Type II report. Their security posture was ad-hoc, documentation was non-existent, and they had no formalised incident response process.
Crecita's CISA and CISM certified team led the full compliance program: gap assessment, control implementation, SIEM deployment with Splunk, evidence collection, and audit preparation. All within a 14-week timeline to meet a contract deadline.
"Crecita didn't just implement technology - they changed how we think about infrastructure. Their DevOps work reduced our deployment time from hours to minutes."
"The MLOps platform Crecita built gave us confidence to deploy models at scale. Real-time monitoring, rollback in minutes - it genuinely changed our data science culture."
"We needed SOC 2 in 14 weeks or we'd lose the deal. Crecita delivered. Zero findings, on time, and our team actually understands the controls now - not just a checkbox exercise."
Every case study started with a conversation. Tell us your challenge - we'll come back with a clear-eyed view of what's possible.