AI buying guides
Compare plans, alternatives, and rollout requirements.
Shortlists
ShortlistBest AI meeting assistants by suite and follow-throughUse this list to choose an AI meeting assistant around the system your team already uses. It weighs suite alignment, capture quality, and whether action items stay in the same workflow after the call.ShortlistBest AI research assistants for sourced decision-makingChoose an AI research assistant by its evidence boundary: cited live-web discovery, synthesis from a known source pack, search across connected company apps, or a general research seat that continues into planning and writing. The ranking rewards answers a buyer can inspect and operationalize.ShortlistBest AI video tools for business and marketing workflowsA two-tool buyer's shortlist for teams choosing between repeatable business video and social-video production. It does not rank every foundation video model or make a universal quality claim.ShortlistBest AI writing tools for real team workflowsUse this shortlist when the writing seat could mean careful drafting, mixed-workload support beyond drafting, or workspace-native publishing. The ranking keeps review loops, research spillover, and rollout overhead in the same buying conversation.ShortlistBest AI app builders by delivery modelUse this list to choose an AI app builder, not a general-purpose assistant. It weighs speed from prompt to deployed product, collaboration in the build flow, and how much operational setup the team can absorb before the budget case breaks.ShortlistBest AI coding assistants by workflowChoose an AI coding assistant by the work it must own: parallel agent execution, governed review, local-to-cloud handoff, or a mixed seat that also handles research and writing. This shortlist compares those operating models before headline model claims or seat price.ShortlistBest enterprise AI tools when governance changes the decisionUse this list when the purchase is an enterprise AI rollout, not a single-user assistant choice. It weighs permissions-aware retrieval, admin control, and whether the rollout needs to stay inside an existing enterprise suite standard.ShortlistBest AI assistants for small product teamsUse this list when a small product team needs one AI seat to cover planning, docs, meetings, light technical work, and mixed-role collaboration. The ranking favors tools that can survive a real budget conversation without forcing several narrow subscriptions.ShortlistBest suite-native AI assistants for SMB rolloutUse this list when an SMB wants AI inside the suites it already pays for. It weighs included AI value, acceptable extra seat cost, and how disruptive the rollout will feel before recommending a default path.ShortlistBest AI tools for team knowledge workflowsChoose a team knowledge tool by where truth already lives and how permissions travel with it: a workspace, Google or Microsoft suite, an Atlassian system of work, or an open company-wide context layer. The ranking favors retrieval that can turn into accountable follow-through.ShortlistBest workspace AI tools for shared team contextChoose workspace AI by the system that already owns team context and the controls that must travel with it. Compare embedded work in Notion, Microsoft 365, or Google Workspace with flexible cross-workspace and enterprise-search layers before paying for a second system of record.Plan costs
- Rovo Dev pricing and Atlassian Rovo creditsBreak down Atlassian Rovo pricing across Jira, Confluence, Jira Service Management, Teamwork Collection, and Rovo Dev so buyers know which Rovo credit pool, indexed-object allowance, and $20/developer coding seat they are really signing up for.
- Microsoft 365 Copilot Business pricing guideCompare Microsoft Copilot for Business pricing for buyers who need to separate a first-year promotion from a renewal estimate, confirm the qualifying Business license and 300-seat cap, and choose a bundle rather than a standalone AI lab seat.
Before you roll out
- AI subscription pricingCheck starting prices, usage limits, and price changes.
- AI subscription auditFind overlapping subscriptions and decide which to keep.
- AI agent governanceRecord an owner, permissions, and budget for each agent.
- MCP security checklistCheck compatibility, permissions, and rollback steps.