A named senior team for your production AI roadmap.
Ryshe Forge reserves monthly capacity with a Solution Architect / Delivery Engineer and Program Manager who continuously ship, improve, and integrate AI, data, and automation outcomes.
It is not staff augmentation. It is not another one-off project. It is a continuous delivery model for production AI work that needs to keep moving.
The roadmap is where AI succeeds or stalls.
AI roadmaps rarely fail because companies lack ideas. They fail because the first build reveals data, security, integration, adoption, and operational issues that no one owns afterward.
Forge stays with the roadmap—from first production release through integration, measurement, optimization, and the next priority.
Microsoft-deep. Platform-pragmatic. We build on Azure, Microsoft 365, Fabric, and Power Platform where they are the right foundation—and integrate them with the ERP, CRM, document, engineering, and operational systems your business already depends on.
One named team. Continuous accountability.
Every engagement includes a named Solution Architect / Delivery Engineer and a named Program Manager. The same core roles are included at every engagement level; levels differ in reserved capacity, workstream concurrency, and cadence—not in whether you get senior people.
Solution Architect / Delivery Engineer
Owns architecture, hands-on implementation, technical quality, deployment, and documentation.
Program Manager
Owns roadmap cadence, coordination, client visibility, acceptance, and risk escalation.
Named team means consistent, accountable people assigned to your engagement. Reserved monthly capacity determines the amount of delivery work available to your account.
How Continuous AI Delivery Works
Define the outcome
We align on the business problem, users, systems, risks, and measure of success.
Size the work
Each request receives written scope, dependencies, a credit estimate, and acceptance criteria before engineering begins.
Prioritize the roadmap
You decide which approved outcomes enter the active delivery lane.
Build and release
Your Solution Architect / Delivery Engineer designs, builds, tests, documents, and deploys the work.
Accept, measure, and repeat
Your Program Manager coordinates review, acceptance, results, and the next priority.
Credits measure accepted work, not time.
A credit is a standardized unit used to size the scope, complexity, integration risk, and acceptance requirements of an agreed deliverable. Credits do not correspond to a fixed number of human or AI hours.
Before work begins, the client sees the written scope, dependencies, credit estimate, and acceptance criteria. The client decides whether and when the work enters the roadmap.
We limit active workstreams on purpose. Focused delivery ships more usable work than a scattered backlog of half-finished AI experiments.
Typical Forge Programs
Starter, Growth, and Scale are engagement levels that differ by reserved monthly capacity, workstream concurrency, and operating cadence—not by whether you get senior people. The same named senior roles are included at every level. We match the right level to your roadmap on a fit call.
Starter
- Named Solution Architect / Delivery Engineer
- Named Program Manager
- One active priority workstream
- Monthly planning and outcome review
- Shared delivery board with documented scope and acceptance criteria
Best for a focused production initiative or bounded roadmap.
Book a call to scope itGrowth
- Named Solution Architect / Delivery Engineer
- Named Program Manager
- One primary workstream plus a bounded optimization lane
- Biweekly planning and outcome reviews
- Quarterly roadmap and architecture review
Best for a continuous roadmap with multiple connected priorities.
Book a call to scope itScale
- Named Solution Architect / Delivery Engineer
- Named Program Manager
- Up to two active priority workstreams
- Weekly delivery and governance cadence
- Quarterly executive roadmap and architecture review
- Direct escalation to Ryshe leadership
Best for multi-system or higher-velocity programs.
Book a call to scope itMost Forge clients begin with a fit call to match roadmap, capacity, cadence, and commercial structure. Exact pricing is provided after fit and scope are confirmed.
Clear terms. Controlled scope.
- Work begins after written scope, dependencies, credit estimate, and acceptance criteria are approved.
- Defect correction within approved acceptance criteria does not consume new credits.
- New requirements or changed scope are re-estimated.
- Additional capacity is started only with written approval.
- Rolled credits, if included in the final agreement, are capped, time-limited, and subject to delivery scheduling.
- Client supplies timely access, subject-matter expertise, user testing, required licenses, and internal adoption support unless separately scoped.
Ownership
You own your data and client-specific work product. Your code, configurations, documentation, and client-specific deliverables remain under your control. Ryshe retains ownership of its pre-existing frameworks, accelerators, reusable components, and delivery methods, licensed as needed for your solution.
Production AI works when the business participates.
Ryshe owns architecture, engineering, cadence, and delivery. The client owns business context, access, decisions, testing, and adoption.
- Executive sponsor for priority and decisions
- Primary point of contact for coordination
- Subject-matter experts for discovery and validation
- Timely access to systems, data, and licenses
- User testing and acceptance feedback
- Internal adoption support unless separately scoped
Production outcomes, not prototypes
Selected results from production AI, document, and data work in engineering-driven industries.
AI Document Intelligence for AEC Project Delivery
AI-Powered Contract & PO Automation for Manufacturing
Data Foundations for Aerospace: From 7 Disconnected Systems to Predictive Quality
When an initiative outgrows continuous capacity, Ryshe Labs takes it on.
Forge keeps your roadmap moving. When a priority needs more than a named senior delivery team—a net-new product, a large multi-system build, or an applied-research effort—Ryshe Labs runs it as a focused project. Most clients start on Forge and grow into Labs.
Who Forge is not for
Forge is probably not the right fit if:
- You want staff augmentation managed entirely by your team.
- You need a one-time fixed deliverable and no ongoing roadmap.
- You cannot provide access to systems, data, or decision-makers.
- You want AI experimentation without a path to production.
- You need 24/7 production incident support without a separately scoped SLA.
Bring us the business problem, not a prewritten technical specification.
In a 30-minute fit call, we will identify whether the opportunity belongs in a focused assessment, a Ryshe Labs project, or a Ryshe Forge continuous program—and scope it together.
Book a 30-minute fit call