AI agents and workflow automation
Agents that read your inbox, update your CRM, reconcile invoices, and move work between tools. When a case is unclear, they hand it to a person instead of guessing.
Good fit if: Your team copies data between the same few tools every day.
Customer-facing AI assistants
Assistants for your website and WhatsApp that answer from your own content, qualify leads, and book appointments around the clock.
Good fit if: Enquiries arrive after hours or wait too long for a reply.
Knowledge assistants over your documents
Ask questions of your policies, contracts, SOPs, and support history, and get answers with links to the source. Access follows your existing permissions.
Good fit if: The same internal questions get asked and answered again every week.
AI features inside your product
Add search, summaries, extraction, and recommendations to an existing app or SaaS product, with tests that measure quality before release.
Good fit if: Customers expect AI in your product and competitors already ship it.
MCP servers and AI integrations
Connect Claude, ChatGPT, and Cursor to your internal systems through Model Context Protocol servers, with scoped access and audit logs.
Good fit if: Your people already use AI assistants but they cannot see company data.
AI strategy and fractional CTO
Find the two or three use cases worth funding, decide build versus buy, and get senior technical leadership without a full-time hire.
Good fit if: You know AI matters but not where to start or whom to trust.