Capability
Data pipelines that build themselves
AI-assisted data pipelines, automated quality checks, lineage, and modern data stack orchestration
AI-assisted data pipelines, automated quality checks, lineage tracking, and modern data stack orchestration — less hand-coded glue, more shipped data.
We use AI to speed up the data work itself: schema mapping, transformation drafting, and test generation, all reviewed by senior engineers before anything reaches production.
AI-Assisted Pipeline Build
Agent-drafted SQL, data models, and schema mappings reviewed by engineers — cutting the boilerplate without loosening the review standard.
Automated Quality & Lineage
Anomaly detection on freshness, volume, and distribution, wired to lineage graphs so a failure is traceable back to the source that caused it.
Modern Stack Orchestration
Scheduling, dependency management, and environment promotion across your modern data stack, with cost and runtime tracked per job.
Our approach
From audit to ROI in 3 phases
Discover & Audit
Source inventory, lineage gaps, and transformation hotspots, turned into a prioritised pipeline backlog with measurable SLAs.
Build & Integrate
AI-assisted SQL and model drafting, automated quality checks, and lineage instrumentation — reviewed by senior engineers and shipped in 90 days.
Ship & Measure
Anomaly alerts, cost controls, and continuous refactoring to keep warehouse spend and pipeline latency trending down quarter on quarter.
Deliverables
ROI snapshot
Pipelines that ship faster and break less — measured in hours saved per engineer per week
Pipeline build time
Data incidents
Warehouse cost trend
More capabilities
All capabilitiesManaged Coding
Custom software, web and mobile applications, API integrations, and ongoing development delivered as a managed service
Data Engineering
Enterprise data pipelines, data warehousing, BI dashboards, and scalable analytics platforms built for growth
AI & Automation
LLM integrations, custom AI agents, workflow automation, and intelligent tools tailored to your operational processes
Context from AI History
The ideas behind Agentic Data Engineering
PageRank
It treated the web as a Markov chain, and became the backbone of Google.
Read the story2021HumanEval
OpenAI built it to measure Codex: 164 hand-written Python problems that became the exam for every code AI since.
Read the story2025Vibe Coding
Karpathy named the thing everyone was already doing.
Read the story