Lead with a crisp problem, a provable outcome, and why your team can win now. Show the system that turns evidence into governed actions (not chat), enterprise‑grade trust, and a repeatable GTM with disciplined unit economics. Anchor on customer proof: actions completed, reversals avoided, minutes saved, ARR in pipe, and cost per successful action trending … Read more
This toolkit is a practical blueprint to go from idea to a trustworthy, cost‑efficient AI SaaS in 90 days. It covers the product/architecture primitives, build pipelines, trust/safety controls, GTM, and unit economics you’ll need. 1) Product pillars: build a system of action 2) Reference architecture (lean, production‑ready) 3) Minimal tech stack (cost‑aware) 4) Engineering playbooks … Read more
SaaS is shifting from storing data and showing dashboards to executing governed actions that deliver measurable outcomes. The most important trends: retrieval‑grounded reasoning, small agent orchestration with typed tool‑calls, vertical domain guardrails, private/edge inference, schema‑first interoperability, and rigorous decision SLOs with unit‑economics discipline. Vendors will compete on audited outcomes and cost per successful action—not model … Read more
In 2025, SaaS is shifting from systems of record to systems of action. AI‑native products ground every suggestion in trusted sources, orchestrate small agents to perform bounded tasks with approvals and rollbacks, and publish decision SLOs for latency and reliability. Vertical domain stacks with policy‑aware actions, private/VPC and edge inference, and schema‑first interop are becoming … Read more