Custom AI Builds
Bespoke systems for when off-the-shelf isn’t enough.
When a workflow is core to how your business runs, you need more than a template. We build production multi-agent systems — orchestrated, governed, owned, and logged — like the Hermes system that runs our own company.
Hermes 12-Stage Cascade
● LiveTrigger
Ingest
Info dump
Content spine
Sitemap
Brief
Human gate
Figma ingest
Draft
SEO
QA
Deliver
Multi-agent orchestration
Specialist agents that coordinate, route, and hand off across your whole delivery line.
Governed & logged
Human approval gates on every risk, and a live audit log of every action.
Production-grade
Built on real infrastructure with monitoring — not a demo that breaks at scale.
What’s included
Everything a system needs to run your business.
Agent cascade
A multi-stage pipeline where each step has an owner, an output and a gate.
Persistent memory
Your company’s ground truth, so the system never drifts or forgets.
Live audit log
Every step posts to Slack/Discord — full transparency, in real time.
Self-learning
Successful workflows become reusable operating procedures.
Observability
Dashboards, alerts and health checks so you always know it’s working.
Handoff docs
Operator documentation so your team can run it with confidence.
How it works
From first call to live system.
Teardown
We audit the process and quantify the value at stake.
Blueprint
We design the agents, tools, gates and data flows.
Build
We build in milestones with acceptance gates and live logs.
Run
We operate, monitor and expand the system over time.
Pricing
Transparent. No surprises.
Workflow project
$2,500–$15,000 one-time
A bespoke automation or agent with custom logic and integrations.
- Several integrations
- Custom business logic
- Retainer $500–$2,000/mo
Production system
$20,000+ build
A multi-agent system on dedicated infra — your delivery line.
- Orchestration + multi-tenant
- Self-learning + governance
- Retainer $2,000–$5,000/mo
Discovery
$2,000–$5,000
Not sure of scope? A paid blueprint + ROI model you own.
- Architecture + ROI model
- Crediteable to the build
- No commitment
Prices in USD, indicative. Tools & usage (CRM, AI, SMS, hosting) billed at cost — you own your accounts. Final scope on a quick call.
FAQ
Questions, answered.
How is this different from the AI Operator?+
The AI Operator is a productised, plug-and-play stack. Custom builds are bespoke systems for workflows that are core to your business and need custom logic, agents and infrastructure.
Do I own the system?+
Yes — you own the deployed system and data. We retain our reusable frameworks; your business logic and data are yours.
How are these billed?+
Fixed-price in milestones (40 / 30 / 30). Infrastructure and inference are separate pass-through, billed at cost.
Can you show a real example?+
Yes — the Hermes system that runs Provyd, our founder’s company, is the same model. Read the case study.
Have a workflow that’s core to your business?
Book a call — we’ll teardown the process and show you what a production system would cost and return.