A serious partner program for production AI delivery work.
For agencies, consultancies, operators, and advisors who need a credible specialist partner for AI Production Audits, Optimization Sprints, and ongoing reliability work in production AI systems.
Refer teams with real production AI problems. We handle the technical audit, scoping, and delivery.
This program is for agencies, advisors, operators, creators, investors, and other trusted connectors who can bring qualified opportunities. You keep the relationship and context. We step in for the specialized work: baseline, root-cause analysis, remediation planning, implementation, and reliability controls.
Ideal referrals
Teams already operating LLM, RAG, or agent systems in production and seeing reliability or cost issues.
Commercial model
Program fit is approved first. Commercial terms are finalized before fee-bearing referrals go live.
Review speed
We review applications manually and usually respond within two business days.
Working model
You can stay close to the client or make a warm handoff. We align on ownership, visibility, and client handling upfront.
Best suited to teams who see the problem before we do
The strongest partners are already trusted by the buyer. They do not need to diagnose every retrieval or eval failure themselves; they need a credible specialist who can.
AI / ML Agencies
You own broader strategy or implementation, and bring us in for eval, retrieval, remediation, or hard reliability workstreams.
Platform & DevOps Teams
You see the operational symptoms first and need a specialist for quality, governance, and AI system hardening.
Fractional AI Leaders
You need a reliable delivery partner for difficult AI audits, triage, and remediation projects without overstretching your bench.
VC / PE / Advisors
You want structured technical diligence or recovery support for portfolio companies shipping AI into production.
A straightforward operating model, not a black box
Qualification
You introduce the account and give enough context for us to understand the symptoms, stakeholders, and urgency.
Joint alignment
We decide whether this is an AI Production Audit, Optimization Sprint, Reliability Retainer, or not a fit, then confirm how we show up with the client.
Technical delivery
We run the agreed workstream with clear scope, milestones, artifacts, and before/after measurement where relevant.
Attribution & payout
If the referral is accepted under the commercial addendum and the client pays, eligible fees are handled under the agreed payout terms.
Different partner motions, not a narrow gate
We use tiers to describe how we work together, not to restrict who can apply. If you can bring qualified opportunities, there is likely a fit. The tier depends on the strength of the introduction, the amount of recurring deal flow, and how closely you want to stay involved.
Connector
Best for trusted introductions
For advisors, operators, creators, community builders, investors, and other connectors who can open relevant conversations with strong buyer context.
- Warm introductions, portfolio referrals, and high-trust account access
- Good fit if you want to open doors without owning technical delivery
- Content, links, or audience signals help, but are not required to apply
Growth
Best for repeat deal flow
For agencies, audience partners, niche consultancies, and ecosystem operators who can bring qualified opportunities on a recurring basis.
- Repeat referrals, steady demand flow, or content-led introductions
- More structured attribution and clearer operating rhythm across multiple opportunities
- Strong fit if you regularly hear about AI accuracy, retrieval, latency, or cost issues
Strategic
Best for close partner involvement
For partners who stay close to the account, shape the opportunity, and want a tighter working model around account planning, handoff, or delivery-assist motions.
- Partner-led or joint opportunities with clearer account ownership
- Useful when you want to keep the relationship while we handle specialist delivery
- Often paired with partner-specific commercials and tighter coordination
Truthful positioning only
No exaggerated claims, no spam, and no positioning OptyxStack as something we are not.
Warm intros beat volume
We prefer relevant introductions with context over anonymous lead generation or low-fit volume.
Clear operating model
We align early on who owns the relationship, who leads delivery, and how the client experience is handled.
What partners usually ask first
Do I need deep technical expertise to participate?
No. The useful signal is knowing when a team has a real production problem. We handle diagnosis, scope, and technical execution.
Can I stay involved with the client relationship?
Yes. Some partners make a warm handoff; others stay close and remain the strategic lead. We align that upfront.
What kinds of work are a strong fit?
AI Production Audits, Optimization Sprints, retrieval and eval failures, hallucination reduction, cost optimization, and production reliability work.
How are fees handled?
Commercial terms are finalized in a countersigned partner addendum before fee-bearing referrals go live. Eligible fees are paid only on collected qualifying services revenue and remain subject to attribution and exclusion rules.
Bring us the hard AI reliability work your clients cannot afford to get wrong.
If your network includes teams shipping AI into production and you want a specialist partner for audits, optimization, or reliability delivery, apply and tell us how you work.