Our expertise runs across five practices.
Not a broad services menu — five areas where SquareShift goes deep. Each is led by a senior team that builds and runs the solution, not just advises on it.
Take AI initiatives from pilot to production.
We build AI that runs in production, not demos that stall after the pilot.
- We find the workflow where AI actually changes a decision, then build the data, model, and controls to run it safely at scale.
- We build RAG systems, agents, assistants, and ML models, with the evaluation and governance teams need to trust them in real operations.
- We help you decide what to automate, what stays human, and what has to be proven before it scales.
For a global semiconductor company, we built a GenAI assistant on Vertex AI — using retrieval-augmented generation over BigQuery — that automates vulnerability research and remediation and frees analysts from repetitive manual work.
Read the case studyModernize data and BI into decisions you can trust.
We build the trusted data foundation and BI layer that leaders actually make decisions on.
- We settle the metric model first, then build the BigQuery, Looker, and data-engineering layer around it.
- We migrate BI and data platforms without losing the reports and the trust your teams already depend on.
- We help you decide the semantic layer and governance so analytics and AI run on the same version of the truth.
For a global EdTech company, we rebuilt BI on Looker and Google Cloud so learners and managers see progress in real time, instead of waiting on overnight batch reports.
Read the case study26,000+ BI and Looker assets migrated across our data work.
Give users search that finds the right answer.
We make search on your site, app, or product return the right result, not a wall of near-misses.
- We tune relevance, ranking, and query handling so users find what they came for on the first try.
- We build and migrate search on Elastic: app search, semantic and hybrid search, multilingual and multi-domain.
- We help you decide what "relevant" means for your users and how to measure it before and after.
For a Big 4 professional-services firm, we refactored Elasticsearch queries and scoring so results are more accurate and faster to find across every content source.
Read the case studySee across your infrastructure, logs, and security.
We keep large, noisy infrastructure observable: logs, metrics, monitoring, and SIEM on Elastic.
- We build and tune Elastic observability so teams see problems before users do.
- We run log platforms, AIOps, and SIEM at scale, and cut the noise and cost that come with them.
- We help you decide what to watch, what to alert on, and how to keep the platform affordable as data grows.
For a government healthcare provider, we built AIOps monitoring on Elastic that handles 8TB of data a day across 10 million events a minute, catching issues before they reach users.
Read the case study15 billion Elastic documents migrated across our search and observability work.
Migrate and modernize your cloud with less risk.
We move and modernize cloud platforms without breaking continuity or blowing up the bill.
- We migrate workloads to Google Cloud, then make the platform reliable and cost-controlled.
- We bring FinOps discipline so cloud spend is tagged, visible, and accountable.
- We help you decide what to move, what to re-platform, and what to leave alone, with the risk plan attached.
For a fast-growing EdTech company, we migrated analytics workloads from AWS to Google Cloud on a serverless platform, improving performance and lowering total cost of ownership.
Read the case studyThe same senior engineering team builds and runs everything we design.
Every practice is delivered by one senior engineering team — application, data, and platform engineering, DevOps, and reliability — with AI-assisted delivery, review, and testing. There is no handoff to a separate bench: the team that decides the approach is the team that builds it and keeps it running.
Application, data, and platform engineering
DevOps and reliability
AI-assisted delivery, review, and testing
Google Cloud and Elastic back our work, and customers prove it.





- Google Cloud Premier Partner
- Google Cloud specializations: Data Analytics and Machine Learning
- Looker Consulting Partner — Delivery Verified
- Elastic Generative AI Partner
- Elastic Select Partner
Start with the one problem you most need solved.
Bring us the initiative that needs both judgment and delivery. One senior team takes it from the first decision to a running system.
