AI that works.
Delivered continuously.
Ryshe Forge gives your AI roadmap a named senior delivery team—so high-priority AI, data, and automation work keeps moving without adding headcount, buying hours, or renegotiating a new project every time priorities change.
Built for AEC, manufacturing, and aerospace organizations. Microsoft-deep. Platform-pragmatic. Senior US-based delivery.
Years Avg Experience
Years of Heritage
Services Deep, Not Wide
Industries We Actually Know
Sound familiar?
Every new AI idea means a new SOW
Scope it, contract it, onboard a vendor from scratch—then watch the momentum die in the gap between one project and the next.
You're billed for hours, not outcomes
Timesheets reward slowness, and you're never quite sure what you actually got for the spend.
Hiring a senior AI team is slow and risky
Months to recruit, a fortune to retain—and one hire still can't cover architecture, delivery, security, and program management.
That's why we built Ryshe Forge—a named senior delivery team on a predictable monthly program with reserved capacity, shipping accepted production outcomes month after month.
How Ryshe Forge worksYour named senior delivery team for production AI.
Ryshe Forge is Continuous AI Delivery as a predictable monthly program. For a predictable monthly fee tied to reserved capacity, a named senior team plugs into your roadmap and ships production AI, data, and automation outcomes—month after month. You pick the tier that matches your pace; the people and the standard of work stay the same.
A predictable monthly program
Ryshe Forge reserves monthly delivery capacity for a named senior team—billed as a predictable monthly program, not hourly time and not a one-off project. Scope is sized and accepted before work ships.
Solution Architect / Delivery Engineer
Owns architecture, hands-on implementation, technical quality, deployment, and documentation. Senior, US-based, and the same person month to month.
Program Manager
Owns roadmap cadence, coordination, client visibility, acceptance, and risk escalation—so the work keeps moving and you always know where it stands.
Start on Ryshe Forge and keep your roadmap moving every month. When an initiative outgrows continuous capacity—a net-new product or a large one-off build—Ryshe Labs takes it on as a project.
See how Ryshe Forge worksWhat your Forge team ships
Your Forge team can apply reserved monthly capacity to the work below. Every deliverable is scoped, sized, approved, and accepted before it ships. Larger one-off builds run through Ryshe Labs.
Knowledge & decision support
- Internal knowledge agents
- Product, policy & compliance search
- Sales and service copilots
- Decision-support dashboards
Document & operations automation
- Contract, PO, invoice & submittal processing
- Intelligent intake and routing
- Approval & compliance workflows
- Workflow automation across teams
Data & system integration
- ERP, CRM & Microsoft 365 integration
- Data pipelines and AI-ready foundations
- APIs and custom business tools
- Cross-system automation
Production AI foundations
- Azure & Microsoft architecture
- Identity, governance, monitoring & security
- AI red teaming & production validation
- Deployment, documentation & handoff
Proof that survives production
Enterprise AI Hub Built on Azure at 60% Lower Cost Than Generic Copilot Seats
A 125-year-old architecture and engineering firm was paying $30/user/month for Microsoft Copilot — and getting generic answers that didn't understand their industry, their projects, or their compliance requirements. We replaced it with a custom Enterprise AI Hub built on Azure AI Foundry that delivers multi-model intelligence, domain-specific agents, and built-in governance — all at a fraction of the cost. The firm now runs AI that actually works for engineers, not just office workers.
AI Document Intelligence for AEC Project Delivery
A 200-employee architecture and engineering firm running 30+ concurrent projects was losing thousands of hours annually to manual document handling. Project managers spent 15+ hours per week searching for specs, cross-referencing RFIs, and tracking submittals across disconnected systems. We deployed an AI document intelligence platform that transformed how the firm finds, processes, and acts on project information.
AI-Powered Contract & PO Automation for Manufacturing
A 150-employee industrial parts manufacturer was drowning in paperwork. Their procurement team spent 60% of their time manually processing contracts and purchase orders, leading to delays, errors, and missed early-payment discounts. We automated their document workflow with AI, freeing their team to focus on vendor relationships instead of data entry.
Data Foundations for Aerospace: From 7 Disconnected Systems to Predictive Quality
A Tier 2 aerospace structures and precision components manufacturer with $85M in revenue and 340 employees had data trapped in 7 disconnected systems — Siemens Teamcenter, Epicor ERP, Zeiss CMM quality inspection, Hexagon MES, Access databases, Excel scorecards, and scanned paper travelers. They'd already spent $180K on an AI vendor who delivered a proof of concept that never made it to production. We built the data platform that got their first predictive quality model into production within 60 days of go-live.
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.
Built for production, not prototype theater.
Typical AI consultancy
- Strategy separated from execution
- Hours billed without visible output
- Junior delivery behind a senior sales pitch
- Half-finished work spread across too many priorities
- Proprietary platform lock-in
- Repeated SOW negotiations
- Prototype delivered, then abandoned
Ryshe
- Strategy and hands-on delivery in one named team
- Accepted outcomes with transparent sizing
- Senior US-based practitioners on the engagement
- Controlled active workstreams and clear WIP limits
- Client-owned work product and portable architecture
- Reserved monthly capacity
- Production release, measurement, and continuous improvement
A Wiley|Wilson Company.
125 Years of Keeping Promises.
Since 1901, Wiley|Wilson has delivered mission-critical infrastructure that still stands today. That heritage means engineering rigor, financial stability, and accountability in every AI system we build.
Learn more about usYears Avg Experience
Years of Heritage
Services Deep, Not Wide
Industries We Actually Know
Game-Changing Solutions
Tailored for Every Sector
Architecture, Engineering & Construction
AEC
Automate document-heavy workflows, extract data from specs and contracts, and streamline compliance processes for engineering-driven organizations.
Manufacturing
Manufacturing & Industrial
Quality prediction, supply chain optimization, and production scheduling intelligence built on your real operational data.
Aerospace & Defense
Aerospace & Defense
Automated compliance document generation, intelligent routing, and custom AI agents for regulated environments.
Our Expert Insights
Credit-Based Delivery vs. Traditional Consulting: A Side-by-Side
Hourly rates, fixed-bid SOWs, and open-ended retainers all quietly misalign the vendor's incentives with your outcome. Here's how credit-based delivery works next to traditional consulting—and why it ships more usable production AI.
Outcomes, Not Hours: Why We Stopped Billing for Time
Billing by the hour rewards slowness and punishes good engineering. Pricing by accepted outcome aligns everyone on what actually ships. Here's how that works in practice.
Why We Stopped Selling AI Projects and Started Delivering Continuously
We kept watching good AI work stall the day a project ended. So we changed the model. This is the case for continuous AI delivery — and what it means for clients.
Get in Touch to Discuss
Your AI Vision with Our Experts
Every engagement starts with a 30-minute introductory call. No sales pitch — just a conversation about your challenges and how we can help.
- Structured AI readiness assessment
- Prioritized roadmap with ROI projections
- Production-ready AI solutions
- Client-owned deliverables, documentation, and team training