The Trap (AI "Grease")
Most agencies and AI tools sell you "Grease": solutions that help one employee write emails 10% faster. It feels good, but it doesn't change your P&L or modernize your business.
We build the AI Department you can't hire
We embed with your enterprise to identify the highest-ROI opportunities, build production AI, and help your people own what comes next.
Our team comes from
From audit to production
A clear sequence: understand the opportunity, build the infrastructure, and deliver a working system.
- 01
The Audit
Most company data is invisible to AI. We audit your stack to identify exactly what is Legible (structured for reasoning) and Eligible (safe to touch).
The output: A technical "Go/No-Go" roadmap. No guessing.
- 02
The Rails
Toy automations break at scale. We deploy the enterprise plumbing (Vector DBs, MCP Servers, and RBAC) so your AI accesses proprietary data without leaking secrets.
The output: A secure, managed environment where digital labor actually runs.
- 03
The Sprint
We don't sell hours; we sell assets. Every 30 days, we scope and deploy a functional "Cog": a structural replacement for a manual process.
The output: A deployed, high-ROI workflow every single month.
Cogs vs. Grease: Know the Difference
Most AI projects fail because they optimize the wrong thing
The Asset (AI "Cogs")
We focus on AI "Cogs": ripping out entire manual workflows and replacing them with AI systems that run 24/7 and do the work of 10 employees.
The Result
We don't sell business improvements. We sell business modernization. You don't get a tool. You get agentic systems that do the work of full-time employees 24/7.
Where AI can create leverage
Select a business area to explore a workflow and its potential impact.
Lead Research Automation
Your situation
Sales reps spend 30-60 min researching each lead before outreach
What we automate
Overnight research, company analysis, personalization, and scoring
Operational impact
- 45 min → 2 min per lead
- 2-3 more deals closed from better targeting
Potential monthly ROI
$24,000-$44,000
Potential annual ROI
$288,000-$528,000
How this estimate is calculated
- Inputs:
- - 500 leads/month
- - 45 min per lead (research, personalization)
- - $50/hour loaded cost for sales rep
- Before: 500 × 45 min = 375 hours/month
- After: 500 × 2 min = 17 hours/month
- Time saved: 358 hours × $50 = $17,900/month
- Plus: 2-3 additional deals closed = $10-20K/month
- Monthly ROI: $24-44K
- Annual ROI: $288-528K
The Deployment Model
We embed in your company as your AI strategy and infrastructure partner
The Investment
Internal Hire
Uncapped
(Salary + Equity + Recruiting)
Off-Shelf SaaS
Variable
(Seat licenses stack up)
DIY / Ad-Hoc
Hidden
(Your team's opportunity cost)
Your AI Dept (Infrastructure Partner)
Flat Retainer
(Fraction of a senior hire)
The Asset
Internal Hire
1 Employee
(Siloed knowledge)
Off-Shelf SaaS
A Login
(You figure it out)
DIY / Ad-Hoc
A Script
(Fragile & unmanaged)
Your AI Dept (Infrastructure Partner)
A Department
(Engineers + Platform + Strategy)
The Rails
Internal Hire
You Build It
(6+ months R&D)
Off-Shelf SaaS
Generic
(Data privacy risks)
DIY / Ad-Hoc
None
(Security nightmare)
Your AI Dept (Infrastructure Partner)
Included
(Managed, private infrastructure)
Continuity
Internal Hire
High Risk
(Knowledge leaves if they quit)
Off-Shelf SaaS
Zero
(Read the docs)
DIY / Ad-Hoc
Low
(Breaks when you scale)
Your AI Dept (Infrastructure Partner)
Guaranteed
(We maintain the uptime)
Speed to ROI
Internal Hire
9 Months
(Hiring + Ramping)
Off-Shelf SaaS
3-6 Months
(Implementation)
DIY / Ad-Hoc
Never
(Pilot purgatory)
Your AI Dept (Infrastructure Partner)
1-3 Months
| Internal Hire | Off-Shelf SaaS | DIY / Ad-Hoc | Your AI Dept (Infrastructure Partner) | |
|---|---|---|---|---|
| The Investment | Uncapped (Salary + Equity + Recruiting) | Variable (Seat licenses stack up) | Hidden (Your team's opportunity cost) | Flat Retainer (Fraction of a senior hire) |
| The Asset | 1 Employee (Siloed knowledge) | A Login (You figure it out) | A Script (Fragile & unmanaged) | A Department (Engineers + Platform + Strategy) |
| The Rails | You Build It (6+ months R&D) | Generic (Data privacy risks) | None (Security nightmare) | Included (Managed, private infrastructure) |
| Continuity | High Risk (Knowledge leaves if they quit) | Zero (Read the docs) | Low (Breaks when you scale) | Guaranteed (We maintain the uptime) |
| Speed to ROI | 9 Months (Hiring + Ramping) | 3-6 Months (Implementation) | Never (Pilot purgatory) | 1-3 Months |
Your AI department
What working with us means in practice.
No Black Boxes
You own the data and the logic maps. We provide the transparency you need to trust the machine.
Managed Stability
We provide the managed engine that handles model updates, token costs, and security.
No "Strategy" Without Code
We despise consulting fluff. If we can't build it in 30 days, we don't propose it.
Common questions
The practical details before we get started.
My data is a mess (unstructured, scattered, siloed). Do I need to hire a data team to clean it all before we can start?
No. You don't need to clean everything. We audit your stack to identify the path of least resistance and build towards fast ROI before investing in large infrastructure.
We have strict privacy rules (HIPAA/Finance). Will this AI train on our data or leak secrets to the public?
No. The AI will only see what the specific users already in your company are allowed to see. Furthermore, we use enterprise instances where zero data is used for model training. Your data stays secure and private.
Do we need to rip out our current software (ERP, CRM, Legacy Systems) to make this work?
No. We create connective tissue using APIs, MCP orchestration and role-based authentication that allow the AI to read/write to your existing tools without having to change them.
Can I use n8n or Zapier to build automations?
You can, if you want "Grease" (10% efficiency). But if you want "Cogs" (10x autonomous labor), Zapier or n8n automations are not sufficient.