Cloud · Data · AI Consulting

Systems that carry your data further.

Solvya designs and builds the cloud infrastructure, data platforms, and AI systems enterprises depend on — from the first pipeline to a production agent.

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INGEST S3 · Flinks TRANSFORM Spark · dbt MODEL LLM · ML DECIDE Agent · UI GOVERN Catalog · IAM PLATFORM AWS · Azure
What we do

Three practices, one architecture.

Cloud, data, and AI are usually sold as separate engagements. We treat them as one continuous system — because a model is only as good as the pipeline feeding it, and a pipeline is only as good as the cloud it runs on.

Practice / Cloud

Cloud Infrastructure

Landing zones, migrations, and cost governance built so your platform team stops fighting fires and starts shipping.

  • AWS & Azure architecture and migration
  • Cost optimization and FinOps guardrails
  • IAM, networking, and security posture
  • Infrastructure as code
Practice / Data

Data Platforms

Lakehouse and warehouse architecture that your analysts trust and your auditors don't lose sleep over.

  • Lakehouse design on Databricks & Snowflake
  • ETL/ELT pipelines and orchestration
  • Data quality, lineage, and governance
  • Legacy-to-cloud data migration
Practice / AI

Applied AI

Models and agents that do real work inside real workflows — not a demo that dies after the pilot.

  • RAG systems and enterprise search
  • LLM agents and workflow automation
  • ML pipelines and MLOps
  • Model evaluation and governance
How we work

A short path from audit to production.

No year-long roadmaps that go stale before they ship. We run tight, sequential engagements so you see working systems in weeks, not quarters.

01 — Assess

Audit

We map your current architecture, data maturity, and cost structure to find where the real leverage is.

02 — Design

Blueprint

A target architecture, migration plan, and cost model you can defend to your board, not just your team.

03 — Build

Ship

Implementation in short, reviewable cycles — pipelines, platforms, and models built in your environment.

04 — Operate

Handover

Documentation, training, and support so the system is yours to run — not ours to gatekeep.

Why Solvya

Built by practitioners, not slide decks.

Rigor

Enterprise-grade, boutique-sized

The discipline of a Big Four architecture review, delivered by a team small enough to know your systems by name.

Agnostic

No vendor allegiance

We recommend AWS, Azure, Databricks, or Snowflake based on what your workload actually needs — not what pays the best referral.

Regulated

Comfortable with compliance

Experience shipping data and AI systems in regulated environments, including financial services and lending, where audit trails aren't optional.

Get in touch

Tell us what you're building.

Whether it's a cloud migration, a stalled data platform, or an AI proof-of-concept that needs to become real — send us the details and we'll respond within one business day.

ssharma9.ca@gmail.com
Solvya Consulting
Toronto, Canada

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