Your team is shipping AI features and making architecture decisions every week. A retainer puts a senior reviewer in the loop before those decisions harden: each significant change gets a design review, model and vendor choices get an outside opinion, and evaluation strategy stays honest.
Renew month to month, or step down to occasional reviews once the team is self-sufficient.
SaaS customer support, internal operations · In production
94.2% support automation (tickets closed without a human edit)
A multi-agent system that closes 94.2% of support tickets without a human edit and hands humans a ranked summary for everything else.
Fintech, SME accounting · In production
Over 90% of transactions automated end to end, approximately 100,000 processed
An AI-native accounting platform that has posted approximately 100,000 transactions across 10+ businesses, over 90% automated end to end, escalating only what it cannot resolve.
May 9, 2026 · 3 min read
Anthropic's agent templates for regulated industries matter less for the customer logos than for the orchestration topology underneath: lazy-loaded skills, governed connectors, and isolated subagents.
Essay · September 2, 2026 · 10 min read
One model doing the work and an independent mechanism checking it is the single most reliable pattern I know for production AI. Here is how to build it.
Every engagement is a fixed quote agreed in writing before work starts. The quote moves on four things:
Describe the system and where it hurts. I reply within two business days; if there is a fit, we schedule a 30-minute call and I send a written scope within a week.