Institute research
Start with the landscape, understand the main categories, then explore research and provider comparisons.
How we approach researchStart with the landscape
Selected reading
Companion guide
The research behind the Institute Quadrant: market analysis, evaluation methodology and fifteen detailed vendor profiles, with strengths, areas to watch and questions for your buying team.
October 2026
Institute research · October 2026. Read assessment scores with the evaluated product scope, methodology and evidence notes.
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Companion guide · Provisional
Operating models, capacity, pricing, sovereignty and the procurement questions behind a specialist AI cloud purchase.
October 2026
Provisional research. Provider briefings, customer evidence and specified verification remain pending. Read the scope and evidence notes alongside comparative findings.
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Draft framework
Define the work an AI system must complete before choosing a platform. This practical framework helps teams specify permissions, acceptance criteria and the evidence needed for an informed decision.
October 2026
Working framework for review. This document proposes an evaluation method and contains no vendor rankings or measured product performance results.
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Draft explainer
Measure the cost of work that meets your quality standard. Bring model usage, infrastructure, human review and rework into the same calculation before comparing AI workflows.
October 2026
Method explainer for review. This document contains no observed cost savings, empirical pricing comparisons or measured vendor performance. Cover graphics are illustrative.
Read the publicationIndustry context changes the questions. Explore our focus on the workflows, operating decisions and people shaping AI adoption in healthcare and financial services.
Care delivery, health plan operations and life sciences. Explore use cases for providers, payers and pharmaceutical companies, from information and documentation to the way teams work.
Read healthcare researchBanking, financial services and insurance. Explore customer operations, document workflows, research and the decisions behind putting AI into practice.
Read financial services researchBring experienced leadership into your next transformation decision through roadmaps, executive workshops, fractional leadership and executive search.
See Transformation ServicesYour account
Create a free account to request protected research access and manage your professional profile. Work-email verification or review may be required. Start from a report to keep your place.
