Author
Helena Marsh runs an agency and writes DevShopVault's AgencyOps desk on how software shops scope, price, and deliver AI app builds.
A decision framework for agencies choosing between white-label, reseller, and referral partnership models on the platforms behind their AI builds, with a six-axis matrix and worked margin math.
Set your software consulting rate from the bottom up: loaded cost, utilization, margin, then compare to market. Plus the 2026 AI-native twist that makes hourly billing leak your tooling gains.
A copy-paste project kickoff meeting agenda template for software and AI agencies, with a timeboxed 60-minute structure and the four blocks generic templates skip.
A copy-paste service level agreement template built for software agencies, with uptime tiers, a severity and response-time matrix, service credits, and the AI-app exclusions generic templates miss.
Most proposal templates are gated SaaS pages or academic docs. Here is the commercial version: nine sections, the pricing-model decision, and a copy-paste template that keeps a fixed price from getting eaten by scope creep.
The generic retainer templates on Google were built for lawyers, not software agencies. Here is a copy-paste retainer for AI app work, with the six clauses to add and a utilization-honest way to price the monthly fee.
A copy-paste change request template for fixed-price AI app builds, plus five AI-native clauses and a simple way to price every scope change so it stays profitable.
Split every AI build into build cost, run cost, and margin. A worked $22K example, a builder run-cost comparison, and an 8-item checklist to run before you quote.
Agencies inherit half-built prototypes and ship them to production. Here is the agency-side framework for choosing an AI app builder whose database actually survives client handoff, scored across six platforms with worked numbers from a June 2026 retainer.
Four serious productization patterns for AI agencies in 2026 (audit sprint, subscription retainer, fixed-price build, white-label platform) scored on margin, risk, discovery, scalability and agent leverage. With a worked agency scenario for each.
The 2026 fixed-price SoW for AI app builds: five clauses generic templates miss, a decision matrix tied to agent-leverage, and a worked SoW excerpt for a $14,000 build.
Most best-of lists score AI app builders on demo flash. The criteria that move agency margin are different: white-label depth, code ownership, programmatic provisioning, and how billing flows. A seven-criteria scorecard with the 2026 agency-resale math.
