ai operations, done right data-first // results, not excuses shipping since 2024 ai operations, done right data-first // results, not excuses shipping since 2024 ai operations, done right data-first // results, not excuses shipping since 2024 ai operations, done right data-first // results, not excuses shipping since 2024

We're the team you wish you hired first.

UNEXPECTED404 started because we kept seeing the same thing: smart teams, good tools, terrible integration. Data living in silos, workflows held together with duct tape, and nobody owning the connective tissue.

The short version

We're a data-first operations company founded by marketing operations veterans who got tired of watching great companies waste money on tools that don't talk to each other.

We audit, build, automate, and hand off. Every engagement runs in your environment, with your keys, under your governance. When we leave, your team owns everything we built.

We don't sell ongoing retainers or create dependency. We build things that compound and then get out of the way.

Est. 2024
Built by MOps veterans
US-EAST
Based remote-first
48h brief
From first call to scoped plan

The challenges teams face today, are harder than ever.

The sheer volume of tools, tech, and info available today often leads to confusion rather than clarity. There's often a massive gap between what marketing could achieve and what it actually delivers.

Data Collection

Expanding data sources can be appealing, but this can backfire. Forcing teams to spend more time managing new data than using it effectively.

Complex Processes

A solid process is vital, but added steps, approvals, and hand-offs will overcomplicate. Resulting in frustrations, slowdowns, and added training.

Data Silos

Often occurs over time due to teams working on their own tech solutions. This leads to restricted data flow, data integrity issues, and wasted resources.

70%

have marketing automation platforms managed by non-specialists. Leaving powerful tools largely untapped.

67%

don't use advanced segmentation or personalization. Resulting in lower engagement and lost revenue.

53%

are investing in data enrichment tools they can't use effectively. Their data investments will likely fail to deliver results.

80%

struggle to integrate new tech with existing systems. Inefficiencies and data silos are crippling marketing efforts.

From kickoff to compound, in weeks.

Four phases, one retainer-ready handoff. No endless discovery, no agency bloat. We show up, ship, and leave documentation behind.

01
Week 1

Map the stack

Intro call, audit, and a 48-hour brief. No obligation, no nonsense.

02
Week 2

Ship the plan

We scope milestones and kick off — inside your Slack, your Linear, your standups.

03
Weeks 3-8

Build + automate

Pipelines, agents, integrations. We document as we go. You own everything.

04
Week 9+

Handoff + compound

Training, runbooks, retro. Keep us on retainer — or don't. Your call.

What we stand on.

01 / 04

Open-book policy

We share our thinking, our process, and our playbooks. No black boxes. Every decision gets documented, every trade-off gets explained.

02 / 04

On your platform

We work inside your stack, not alongside it. Your tools, your data, your rules. We don’t introduce new dependencies unless they earn their keep.

03 / 04

First-mover mentality

We ship fast, learn faster, and don’t wait for consensus to start building. Speed compounds. Perfection doesn’t.

04 / 04

Secrets make no friends

Full transparency on timelines, blockers, and trade-offs. If something is hard, we say it. If something is wrong, we fix it first and explain after.

Strategy without execution is just a slide deck.

We don't do consulting theater. Every engagement produces working infrastructure, not a 60-page PDF. If we can't build it, we don't recommend it.

Our engagements are short by design. We scope tight, ship fast, and hand off clean. The goal is always the same: leave your team stronger than we found them.

Work with us →