Oct 23, 2026
RAG Implementation Consulting: Scope, Cost and Partners
What a RAG implementation involves, build versus buy, what drives cost with October 2026 vendor prices, and how to evaluate a RAG partner.
Guides & research
Data consulting guides and market research
Practical guides for buying data and AI consulting work: what it costs, how platform migrations run, and how to evaluate partners. Every number links to its source or is shown as a labeled estimate.
Edited by Peter Korpak·Evidence checked ·How we score
Market report
State of Data Consulting 2026: Evidence From 50 Firms
Snowflake and Databricks partner status, documented services, public case studies, and GSA rates for data roles across the 50 firms in the directory, computed from the dataset.
AI consulting
Directory page →Oct 23, 2026
MLOps Consulting: What It Covers and How to Choose
What MLOps consulting covers, when to hire outside help, managed versus open-source platforms, engagement shapes and durations, and how to vet a partner.
Oct 23, 2026
GenAI Proof of Concept: Scope, Cost, and Exit Criteria
What a GenAI proof of concept should include: scope, data access, metrics, timeline, deliverables, cost, and exit criteria for a go or no-go decision.
Oct 23, 2026
Enterprise GenAI ROI: How to Measure and Audit It
How to measure enterprise GenAI ROI: cost lines, benefit types, baselines, a worked estimate with arithmetic, and what 2025-2026 surveys report.
Oct 23, 2026
AI Strategy vs Implementation Consulting: Which to Buy
AI strategy consulting produces decisions and plans; implementation produces working systems. When to buy each, who delivers them, and how handoffs fail.
Oct 23, 2026
AI Consulting Pricing: Hourly Rates and Project Costs
What AI consultants charge: published hourly rate ceilings, pricing models, and labeled estimates for an assessment, proof of concept, and build.
Oct 23, 2026
How to Choose an AI Consulting Firm: A Buyer's Guide
How to choose an AI consulting firm: scope the problem, match the firm type, check the evidence, and write data, IP, and exit terms into the contract.
Data engineering
Directory page →Oct 23, 2026
Data Engineering Staff Augmentation: Cost and Contract Guide
Staff augmentation vs project consulting vs managed services for data engineering: cost, delivery risk, contract terms and how to vet a vendor.
Oct 23, 2026
Data Engineering Consulting Rates: 2026 Pricing Guide
What data engineering consultants charge per hour by role and region, how pricing models shift risk, and what typical engagements cost, with sources.
Platform modernization
Directory page →Oct 23, 2026
Legacy Data Warehouse Modernization: Step-by-Step Strategy
How to modernize a Teradata, Netezza, Oracle or SQL Server warehouse: strategy options, sequencing, risks, timelines and what to require from a partner.
Oct 23, 2026
Data Platform Total Cost of Ownership: A 3-Year Model
Cost components, how Snowflake, Databricks, BigQuery, Fabric and Redshift bill, and a three-year TCO estimate with every assumption shown.
Oct 23, 2026
Data Lakehouse Implementation: Formats, Phases, Skills
What a data lakehouse is, how Delta Lake, Iceberg and Hudi differ, when a warehouse is simpler, the implementation phases, and partner skills to require.
Oct 23, 2026
Cloud Data Platform Migration: Target, Phases and Partners
How to choose a cloud data platform target (AWS, Azure, Google Cloud, Snowflake or Databricks), run the migration in phases, and select a partner.
Snowflake
Directory page →Oct 23, 2026
Snowflake vs Databricks: Choosing a Platform and Partner
Snowflake vs Databricks on workload fit, pricing models, skills and partner programs, plus the firms we track that appear in both partner directories.
Oct 23, 2026
Snowflake Migration Guide: Phases, Tools, Timelines
How a move to Snowflake works: phases, Snowflake's conversion and validation tools, timeline ranges with their basis, and what to require from a partner.
Oct 23, 2026
Snowflake Implementation Cost: What to Budget in 2026
What a Snowflake implementation costs: platform credits and storage at list prices, services estimates for three engagement shapes, and costs quotes omit.
Oct 23, 2026
Snowflake Cost Optimization: Billing, Levers, FinOps
How Snowflake bills (credits, warehouses, serverless, storage), the levers that cut spend, worked arithmetic, and when outside FinOps help pays off.