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AI Engagements

Start with the right AI opportunity. Build toward production value.

PrimenAI offers structured engagement models that help organizations identify, validate, deploy, and operate AI solutions with clear ownership, defined outputs, and measurable success criteria.

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Where to start

Readiness, Sprint, or Implementation — the difference in plain language.

Three different commitments. Most organizations move through them in order, but you can enter at any point.

Step 1

AI Readiness Assessment

Free · 3 minutes

A directional self-assessment that shows where your organization currently stands and what is most likely holding AI adoption back.

You get: An on-screen readiness indicator and an optional emailed report.

Take the assessment →
Step 2

AI Workflow & ROI Sprint

From $5,000 · 2–4 weeks

A paid, structured evaluation of your actual workflows to find where AI and automation could create measurable value — and what should not be automated.

You get: Prioritized opportunities, impact-versus-effort analysis, and a 30–90 day roadmap.

See what is included →
Step 3

Implementation

From $12,000

Building, integrating, and operating the prioritized solution — proof-of-value first, then production deployment and managed operations.

You get: Working systems, integration, documentation, and ongoing support.

Review implementation models →
Engagement models

Four flagship engagements — from opportunity to operated capability.

Engagement 01

AI Workflow & ROI Sprint

Find the AI opportunities worth implementing — before investing in technology. We evaluate selected workflows, identify where AI and automation could create measurable value, and produce a prioritized implementation roadmap.

Typical timeline
2–4 weeks
Starting investment
From $5,000
Deliverables
  • Business and workflow discovery
  • Current-state process mapping
  • Manual-work and bottleneck analysis
  • AI and automation opportunity identification
  • Top 3–5 prioritized opportunities
  • Business impact analysis (assessed potential value, not guaranteed savings)
  • Impact-versus-effort prioritization
  • What should — and should not — be automated
  • Risks, dependencies, and governance considerations
  • Recommended implementation direction
  • 30–90 day roadmap
  • Executive recommendations session
Send a Detailed Inquiry
Engagement 02

AI Proof-of-Value Build

Design and build a controlled working AI solution that validates technical feasibility, user value, and business potential.

Typical timeline
6–10 weeks
Starting investment
From $12,000
Deliverables
  • Defined use case and baseline metrics
  • Solution and workflow design
  • Working AI agent, automation, or application
  • Model and knowledge configuration
  • Required integrations for the defined scope
  • Human-in-the-loop controls
  • Evaluation and testing
  • User validation
  • Outcome and learning report
  • Production scale recommendation

Cloud infrastructure, model/API usage, third-party software, licenses, and other external platform costs are scoped separately where applicable.

Send a Detailed Inquiry
Engagement 03

AI Production Deployment

Convert a validated AI use case into a secure, integrated, maintainable, and adoption-ready production capability.

Typical timeline
Scoped according to complexity
Starting investment
From $30,000
Deliverables
  • Production solution architecture
  • Business-system integrations
  • Data and knowledge pipelines
  • User, role, and access controls
  • AI evaluation framework
  • Monitoring and observability
  • Security and technical hardening
  • Governance documentation
  • User training
  • Change and adoption support
  • Launch and stabilization plan

Cloud infrastructure, model/API usage, third-party software, licenses, and other external platform costs are scoped separately where applicable.

Send a Detailed Inquiry
Engagement 04

Managed AI Operations

Operate, monitor, maintain, evaluate, and continuously improve deployed AI systems.

Typical timeline
Six- or twelve-month engagement
Starting investment
From $2,500/month
Deliverables
  • Performance and quality monitoring
  • Usage and cost reporting
  • Prompt and workflow optimization
  • Knowledge-source updates
  • Model and provider management
  • Incident and reliability support
  • Human-escalation review
  • Monthly performance reporting
  • Continuous improvement backlog
  • Quarterly AI value review

Cloud infrastructure, model/API usage, third-party software, licenses, and other external platform costs are scoped separately where applicable.

Send a Detailed Inquiry

Starting investments are shown in USD. Final pricing is based on scope, complexity, integrations, data readiness, security and governance requirements, deployment environment, usage expectations, and support needs. Enterprise, multi-workflow, regulated, and complex integration engagements are custom-scoped. Every engagement is supported by a documented proposal, delivery plan, success measures, responsibilities, assumptions, and commercial terms.

Qualifying the right engagement

Two commercial pathways — matched to organizational scale.

Enterprise

Structured programs with governance and security expectations.

  • Structured programs
  • Executive sponsorship
  • Staged implementation
  • Governance and documentation
  • Integration and security requirements
  • Tailored commercial proposal
Growing companies

Focused implementation packages with clear starting investment.

  • Focused starting scope
  • Defined implementation package
  • Faster decision and delivery cycle
  • Practical integrations
  • Clear starting investment
  • Options to expand after proof of value

For larger organizations, multi-workflow programs, complex integrations, regulated environments, and enterprise security requirements, PrimenAI develops a tailored scope and commercial proposal.

Start the conversation

Let's identify where AI can create the greatest value in your organization.

Have an AI opportunity or operational challenge in mind? Book a 30-minute introductory conversation — no preparation required and no obligation to proceed. Already have a defined project or requirement? Send a detailed inquiry instead.

Speak with PrimenAI about your objectives, operational challenges, and transformation priorities. We will help you identify a practical and responsible path forward.

Book a 30-Minute ConsultationSend a Detailed Inquiry