How is this different from hiring a productized AI agency?

Productized AI agencies ship the same workflow to every client with the variables changed. Custom AI Implementation designs the system around your operating model from the first scoping call. We build patterns we have already proven on ourselves and on prior clients, but the architecture is shaped to your business, not assembled from a fixed kit.

Do we own the system and the IP after the build?

Yes. The system is yours. The code is yours. The training data is yours. The integration with your stack is yours. The operator handoff documentation is yours. If you exit you walk out with everything we built, and you can run it without us, with your own engineers, or with a different vendor.

What does the build window actually include?

The full 12-week version breaks down as two weeks of scoping and operating-model mapping, four weeks of prototyping against your data, four weeks of production build and integration, and two weeks of cutover and operator handoff. Smaller-scope builds compress the same four phases proportionally; a four-week build runs the same sequence in roughly half the time per phase. Build pricing and timeline are both scoped on the consult call against the actual surface area of your project. We do not quote without scoping the work.

Does this require our engineers to be involved?

Mostly no. Our build team handles architecture, integration, and operator training. Your team is involved in scoping decisions, security reviews, and access provisioning. If you have engineers who want to be involved in the build, they can shadow our work; many of our clients use this as a knowledge-transfer opportunity. If you have no engineers, we still ship.

Can we start with a workshop before committing to a full build?

Yes. AI Strategy Workshops are designed as a low-commitment on-ramp. Two days, leadership in the room, a 12-month roadmap on the way out. Most workshop clients move into a Custom AI build for the first project on the roadmap, but the workshop is a complete deliverable on its own and you are not committed to anything beyond it.

What happens after the 30 day post-cutover support window?

Optional ongoing operator support is available as a low monthly retainer if you want us on call for issues, extensions, or quarterly reviews. Many clients run it themselves after handoff and bring us back for specific extension projects. Both paths are supported.

Custom AI Implementation

AI built specifically for your business. Not a wrapper. Not a workflow.

Bespoke AI systems designed around your operating model. Trained on your data. Integrated with your stack. Documented for your team. The output is yours and the system stays yours after the engagement ends. The kind of build that takes a typical engineering team 24 months. We ship in 4 to 12 weeks.

4 to 12 week build window

Scoped on the consult call. Production-ready system shipped with operator handoff documentation so your team can run it after we ship. Built secure. Built to scale.

Why it matters

Generic AI tools hit a ceiling. Your business can't.

Off-the-shelf AI tools are built for the average customer of the platform that built them. They know nothing about your buyer, your offers, your stack, or your operating cadence. They are easy to start with and impossible to scale past a certain point. Custom AI is what happens when the system is designed around your business from the first prompt instead of being retrofitted to it.

This is the difference between AI you rent and AI you own.

Inside Custom AI

Five build categories. One discipline behind every build.

Click through to see what we build under each category, the AI-augmented operating discipline behind it, and what gets handed off when the build ships.

Custom Marketing AIA marketing AI system designed around your offer.

Build 01 · Custom Marketing AIMarketing System

When the productized engine is not enough. We design the system.

Custom Marketing AI is for operators whose model demands more than the productized Cyborg Core engagement. Your offer, your operating cadence, your data, your stack. We design the AI architecture from the operating model up, train it on your existing assets, integrate it with the tools your team already uses, and document the handoff so your team can run it after we ship.

What we build for this pillar

Architecture designed around your offer and operating model
Trained on your voice, your data, your past campaigns and wins
Integrated with your existing CRM, analytics, ad platforms, and stack
Customer-facing AI surfaces designed and branded for your business
Multi-agent orchestration for campaigns that need many moving parts
Documented handoff: your team can run anything we ship

The Cyborg edge

We have built marketing AI systems on ourselves before we shipped them for clients. The Cyborg AI on this site is one of them. You get the benefit of patterns we have already battle-tested instead of paying us to learn on your account.

What we report on: Weekly during build: progress against the scoped milestones. Post-handoff: monthly system health review available on the optional support retainer.

Why we build it this way

Tools you rent expire. Systems you own compound.

The AI tool market is moving too fast for a rented stack to be a durable advantage. The tools you pay for today will be commoditized or deprecated inside 24 months. Custom AI built around your operating model is the only layer that compounds: it gets sharper with every quarter of your data, it integrates deeper with every system you connect to it, and it stays yours when the underlying foundation models change underneath it.

Off-the-shelf AI

The plateau most teams already hit.

Generic prompts written for the average customer of the platform
No memory of your buyer, your offers, or your prior wins
No integration with your CRM, your analytics, or your stack
Subscription that gets renegotiated every renewal cycle
When the underlying model changes, your workflows break with it

Custom AI

A system that compounds with every quarter of data.

Designed around your operating model from the first prompt
Trained on your data, your voice, your past campaigns and wins
Integrated with your CRM, analytics, ad platforms, internal tools
You own the system; you exit with it when the engagement ends
Foundation-model-agnostic; the system survives the next platform shift

How it works

From scoping call to production system in 4 to 12 weeks.

1
Weeks 1 to 2
Scoping + operating model map
A senior Cyborg builder maps your operating model, the AI surfaces your business actually needs, and the integration points required. The output is a scoped build plan with surface area, team, milestones, and the success criteria you sign against. No code yet. We refuse to ship code against an unscoped build.
2
Weeks 3 to 6
Prototype + your data
A working prototype of the highest-leverage surface, trained on your data and integrated into a sandbox of your stack. You see real output against real inputs by week six. Course corrections happen here, before the system is built deep into your production environment.
3
Weeks 7 to 10
Production build + stack integration
The prototype scales to production. Full integration with your CRM, analytics, ad platforms, internal tools, and identity provider. Access controls, audit logs, and security posture wired in. Operator training begins in parallel so the team is ready on cutover day.
4
Weeks 11 to 12
Cutover + operator handoff
Production cutover with rollback ready. Operator handoff documentation delivered: how to run it, how to monitor it, how to extend it, how to debug it. 30 day support window post-cutover included. Optional monthly support retainer if you want us on call beyond that.

Beyond the categories

Don't see exactly what you need? We build custom too.

The five build categories above are the shapes Cyborg ships most often. What is below is what we build when your business needs something the five categories do not carry. Two shapes, same bench.

Net-new capability

Fully Custom AI Build

An AI system designed and built specifically for your business. We bring the bench: skills authoring, agent design, automation engineering, and the integration work that makes everything actually run inside your stack. You bring the problem worth solving. Net-new capabilities, built to spec, operator training included.

Tailored to your business

Custom Enhancement

Take one or more capabilities from the categories above and reshape them for your vertical, your data, or your specific workflow. Most enhancements ship faster than full builds because the patterns are already proven. You get the speed of productized plus the fit of custom.

What custom looks like

Two real-world client scenarios.

"Custom" gets thrown around a lot. Here is what it actually looks like in two shapes we ship.

Scenario AEnterprise growth team

The full-stack acquisition engine.

An enterprise wants an AI-driven acquisition engine built around their brand. We design a custom AI intake on their site (like the Cyborg AI on this site, branded for them), build a full website plus sales funnel stack with ongoing webmaster support, and design a unique customer-facing AI experience that their buyers interact with directly. The output is a compounding acquisition machine purpose-built for their stack.

Custom AI intake on their site, branded for them
Full website + sales funnel build with ongoing webmaster support
Their own customer-facing AI experience
Compounding acquisition engine purpose-built for their business

Scenario BIn-house marketing ops leader

The internal efficiency multiplier.

An ops leader wants their team to ship faster, test more accurately, and reduce the load on individual contributors. We design custom AI systems that take over the repetitive parts of marketing operations: research synthesis, copy iteration, asset production, performance reporting. The team does more with less, moves faster, and frees up senior time for the work that actually moves the number.

AI agents that take over repetitive marketing ops
Research synthesis + copy iteration + asset production at machine speed
Performance reporting and analysis automated
Senior team focused on high-leverage work; junior tasks handled by AI

Thinking of something else?

These two scenarios are starting points, not the menu. Custom AI looks like whatever your business actually needs.

Talk to us about your unique process or your specific business process

Where it fits

When the productized engine is not enough.

Cyborg Core covers most operators well. Custom AI is the door for teams whose model demands something the productized engine cannot deliver: a customer-facing AI surface only your business needs, a deep integration into a niche stack, a workflow your operators run a hundred times a day, a moat that has to be yours and not your platform vendor's. If that sounds like your business, Custom AI is the build path.

Ready to build it

Custom AI built around what your business actually needs. Designed. Trained. Owned.

Two ways to start. The Cyborg AI maps your business and tells you whether a Custom AI build is the right next move. Or talk to us directly to scope the build against your stack.

Path 1

See Cyborg AI in action. 2 minutes. Get a custom output that will tell you what to do next.

The Cyborg AI reads your business, asks ten short questions, and tells you whether Custom AI Implementation fits and which build category matches your need. Free. Custom to your business. No call required.

Try the Cyborg AIFree. 2 minutes. Custom to your business.

Path 2

Hands-on scoping with a senior builder.

Skip the form. Get on a call with a senior Cyborg builder who will scope the build against your operating model, your stack, and your timeline. The fastest path when you already know you want senior eyes on the architecture.

Talk to us about Custom AISenior call. About 30 minutes.

Not sure if Custom AI fits? Try the Cyborg AI first. The plan you get back tells you whether to book the call.

Build commitment

4 to 12 week build window. Production-ready handoff. You own the system.

Build pricing scoped on the consult call against the actual surface area of your project. Every Custom AI engagement ships with operator handoff documentation, training materials for your team, and a 30 day support window after production cutover. You own the system and exit with it. Optional ongoing operator support available as a low monthly retainer if you want us on call.

FAQ

The questions we get most.

How is this different from hiring a productized AI agency?
Productized AI agencies ship the same workflow to every client with the variables changed. Custom AI Implementation designs the system around your operating model from the first scoping call. We build patterns we have already proven on ourselves and on prior clients, but the architecture is shaped to your business, not assembled from a fixed kit.
Do we own the system and the IP after the build?
Yes. The system is yours. The code is yours. The training data is yours. The integration with your stack is yours. The operator handoff documentation is yours. If you exit you walk out with everything we built, and you can run it without us, with your own engineers, or with a different vendor.
What does the build window actually include?
The full 12-week version breaks down as two weeks of scoping and operating-model mapping, four weeks of prototyping against your data, four weeks of production build and integration, and two weeks of cutover and operator handoff. Smaller-scope builds compress the same four phases proportionally; a four-week build runs the same sequence in roughly half the time per phase. Build pricing and timeline are both scoped on the consult call against the actual surface area of your project. We do not quote without scoping the work.
Does this require our engineers to be involved?
Mostly no. Our build team handles architecture, integration, and operator training. Your team is involved in scoping decisions, security reviews, and access provisioning. If you have engineers who want to be involved in the build, they can shadow our work; many of our clients use this as a knowledge-transfer opportunity. If you have no engineers, we still ship.
Can we start with a workshop before committing to a full build?
Yes. AI Strategy Workshops are designed as a low-commitment on-ramp. Two days, leadership in the room, a 12-month roadmap on the way out. Most workshop clients move into a Custom AI build for the first project on the roadmap, but the workshop is a complete deliverable on its own and you are not committed to anything beyond it.
What happens after the 30 day post-cutover support window?
Optional ongoing operator support is available as a low monthly retainer if you want us on call for issues, extensions, or quarterly reviews. Many clients run it themselves after handoff and bring us back for specific extension projects. Both paths are supported.

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