Currently deployed at a real company. Not a pitch.

Your business runs
on exceptions.
We build for them.

Generic automation tools are built for the average case. Your business isn't average. It has its own data, its own rules, its own edge cases. We build custom AI systems that work the way your business actually works. Self-hosted, no SaaS middlemen, no compromises.

Lead Intelligence
Agents that research inbound leads, score them, and deliver sales briefs automatically, before your team picks up the phone
Market Monitoring
Continuous competitor tracking, trend detection, and content strategy. Surfacing signals 24/7 without a human in the loop
Content Pipelines
End-to-end publishing: research, write, schedule, and post across channels. No human touchpoints after the initial build.
Security-First by Default
Every agent we build is designed with zero data exfiltration: credentials encrypted, isolated runtimes, your infrastructure only

The market is full of
automation theater.

Most companies selling "AI automation" are reselling subscriptions or bolting ChatGPT onto existing tools and calling it a solution. They save you hours. They don't change your business.

Zapier/Make agencies hit a ceiling

Great for simple if-this-then-that. The moment you need custom logic, proprietary data, or anything outside the template, you're stuck. And you're paying per task, forever.

ChatGPT wrappers aren't software

Any prompt engineer can wrap an LLM in a form and charge $10k. Without deep integration into your actual data and workflows, it's a demo, not a system.

You end up owning nothing

Third-party SaaS subscriptions pile up. One price hike, one API change, one acquisition, and your "automation" falls apart overnight. You never owned it.

No one learns your business

Template shops don't understand your data model, your edge cases, or the exceptions that make your operation unique. They deploy a version of the same thing they sold the last client.

Tool Connectors
Zapier / Make partners
Low ceiling
Prompt Engineers
ChatGPT wrappers
No depth
Generic AI Agencies
SaaS resellers with AI branding
Vendor lock-in
Wolffbyte Studio
Custom AI software + self-hosted
Different tier
We don't sell subscriptions. We build software you own outright.

What the market charges.
What they actually deliver.

The tiers are real. The differences are dramatic. Know what you're buying.

Tier What they actually do Setup Monthly
Tool Connectors
Zapier / Make certified partners
Drag-and-drop templates. If-this-then-that logic. No custom code, no proprietary software, no real engineering. $1–8k $0.5–5k
AI Agencies
ChatGPT wrappers, prompt engineers
Generic AI tools bolted onto existing SaaS. High markup on third-party API subscriptions. Minimal actual engineering. $5–15k $3–10k
Custom Dev Shops
API integrations, data pipelines
Real engineering. Custom integrations, proprietary logic, proper architecture. Rare and expensive, but most don't specialize in AI agents. $5–50k $8–20k

Six things we do
that most can't.

Each one is a standalone engagement or part of a larger system. All of it runs on your infrastructure.

Custom AI Agents

Agents that understand your specific data model, follow your business rules, and handle your edge cases, not a generic template deployed with your logo on it. They research, reason, decide, and act.

Core offering

Self-Hosted Infrastructure

We deploy everything on your servers or private cloud. No Zapier seats, no Make subscriptions, no OpenAI markup. You pay us for the build. Everything else is yours to own and operate at cost.

Zero vendor lock-in

Deep System Integration

We connect to your actual data: CRMs, databases, internal APIs, legacy systems. Not just the clean public endpoints every Zapier template uses. The messy, real stuff that actually runs your business.

Full-stack engineering

Intelligence Pipelines

Turn raw data into decisions. Lead scoring, market research, competitor monitoring, document extraction, built as durable pipelines that run continuously, not one-off scripts that break silently.

Data → decisions

Regulated Industry Ready

Finance, insurance, healthcare-adjacent, legal: industries where data leaving your environment isn't an option. Self-hosted means we can build for compliance scenarios most AI agencies can't touch.

On-premise capable

Ongoing Partnership

Software isn't done when it's deployed. We stay on as a technical partner, monitoring, iterating, and evolving the system as your business changes. Monthly retainers, not one-time hand-offs.

Long-term investment

AI automation is an
engineering discipline.
Not a product.

The difference between automation that changes your business and automation that breaks silently at 2am is the same as the difference between a real engineer and someone who learned Zapier on YouTube. Here's why that gap matters.

01

Your data is not clean

Real business data has exceptions, inconsistencies, legacy schemas, and edge cases. Generic tools assume clean inputs. A specialist builds systems that handle the actual reality of your data, including the 20% of records that don't fit the happy path.

02

Reliability is an engineering problem

The difference between a system that works 80% of the time and one that works 99.9% is architecture. Error handling, retry logic, fallback states, observability: these aren't features, they're what separates a tool from a production system.

03

Security isn't optional

When you route sensitive business data through third-party SaaS, you're trusting their security posture, their uptime, their legal team, and their pricing forever. Self-hosted means your data never leaves a server you control. That's the baseline, not a nice-to-have.

04

Bad automation creates debt

A Zapier workflow that breaks silently doesn't just cost you the automation, it costs you trust in the data it was supposed to produce. Every silent failure compounds. Proper engineering means the system tells you when something's wrong before your business does.

"A Zapier agency saves you 5 hours a week. We eliminate a role or turn a 2-person team into the output of 10. Those are different conversations, with different budgets, and different decision-makers. The question isn't whether AI automation makes sense. It's whether you're buying the version that actually changes the outcome."

How to think about
automation opportunities.

Most businesses have more automatable work than they realize. The problem isn't finding the technology. It's knowing where to look. Three questions help identify almost every high-value opportunity.

01

Does it happen more than once a week?

Repetition is the first signal. If a person on your team does the same task on a regular schedule, that task is a candidate. The higher the frequency, the faster the ROI. Weekly reports, daily lead follow-ups, recurring data pulls: all fair game.

Weekly reports Daily lead follow-up Recurring data pulls Status updates
02

Does it involve moving, finding, or transforming data?

If someone is copying information from one place to another, looking something up to make a decision, or converting data from one format to another: that's an automation. The messier the data, the more a custom-built agent outperforms a template tool.

CRM updates Research tasks Document parsing Data entry
03

Does it follow a pattern, even with exceptions?

Most business workflows have a standard path and a set of exceptions. Generic tools handle the standard path. We build agents that handle the exceptions too: the edge cases, the weird inputs, the situations that currently require a human because "it's complicated."

Approvals with conditions Tiered routing Rule-based scoring Conditional follow-up
If you answered yes to all three

That workflow can almost certainly be automated. The question is whether you build it right once or patch it together with templates that break. We've built a full catalog of what this looks like across 11 industries.

Browse the automation catalog
70+ automation types across 11 industries

From first call to
production system.

We don't drop a proposal and disappear. Every engagement follows a deliberate process built around understanding your business before touching any code.

01

Discovery

We learn your business: the data model, the workflows, the edge cases, the exceptions that make your operation unique. Not just the surface request.

02

Architecture

We design a system that fits your stack, your security posture, and your team. No surprises in deployment. Every decision documented before a line is written.

03

Build

Custom TypeScript. Custom logic. Agents built around your actual data model and business rules. Tested against your real edge cases, not synthetic demos.

04

Deploy

Deployed to your infrastructure. You own the code, the data, and the runtime. Full documentation and operational runbooks handed over alongside the system.

05

Iterate

We stay on as a partner. As your business evolves, the system evolves with it. Monthly retainers or on-call support. Whatever fits your operating model.

This isn't a concept.
The product exists.

Live
The system we've built is already running in production at a real company right now. Not a demo environment. Not a sandbox. A production system handling real business workflows, daily.
Days
Time to deploy for a new client. Because we've already solved the architecture problems, built the playbook, and know exactly what works. You're not funding our R&D. You're buying a proven system configured for your business.
"We could walk into a new client tomorrow and have a production-ready AI system live within days, not months. Most agencies quote 3–6 months for a first deployment because they're figuring it out as they go. We've already figured it out. Your engagement starts at the finish line of theirs."
$0
Ongoing SaaS subscription costs built into the system. Every stack we deliver runs on infrastructure the client controls. No recurring platform fees hidden inside the monthly retainer.
Encrypted
All credentials, session data, and secrets are encrypted at rest and in transit. Isolated agent runtimes. Audit trails built in. Security is the architecture, not an afterthought bolted on later.

Ready to stop renting
workflows you don't own?

If your business is ready to move beyond templates and subscriptions and want AI that's actually built for how your operation works, let's have a conversation. No pitch deck required. Just tell us what you're trying to do.

[email protected]

We respond within one business day. Typical first call is 30 minutes.