Outlier Business Works — By Application Only Los Angeles — Est. 2025
By application only

The foundation.
Not another
dashboard.

Most companies are drowning in dashboards that tell them what happened last month. Your dashboard is not a plan. We build the financial foundation that turns your numbers into decisions — and the model to prove it.

Request Access Enter Platform →

Cohort 1 — fixed intake. We grow with you. We do not graduate you.

Financial Infrastructure Stack Certified
The Close
Reconciled Books & Chart of Accounts
Certified
The Proof
Revenue Recognition & QoE Engine
Certified
The Model
Custom 3-Statement Model — integrated, always current
Export
Intelligence
Forecasting, Anomaly Detection, Benchmarking
Live
Command
Scenario Modeling & Board Reporting
Live
$84.6K
Cash Balance
8.4 months
Revenue — YTD actual vs forecast
$1.46M actual $2.0M target
73% of plan
1.8x
Capital Efficiency
Improving
Blackbird.SR — live insight
Gross margin is holding at 61.4% but COGS are trending up. If the freight surcharge recurs in Q2, you cross below 60% — the threshold your Series A terms reference. Worth a conversation before your next board meeting.
The problem
Every AI finance tool on the market analyzes your data.
None of them verify it first.
We do both — and we put our name on the numbers.

Everyone else starts
with the dashboard.
We start with the books.

What makes this different
01
The infrastructure others skip
We perform the accounting. Every number is validated at its source — before it enters any model, dashboard, or AI layer. This is not achievable through software integration alone.
02
Blackbird.SR
An intelligence agent that runs on certified data. It knows why your margins moved, what happens if you raise prices, and how your burn curve changes under each hiring scenario.
03
A network effect you can't buy
Each company that joins strengthens the benchmarking accuracy for all others. Early cohort members get access to the most current intelligence — and shape what gets built next.
The Stack

Four layers.
One integrated
system.
L1
Foundational Layer
Verified bookkeeping on the OBW-standard chart of accounts, restructured inside your existing QBO. We perform the monthly close. This is the lock-in mechanism — and the reason every layer above it is trustworthy.
Close
L2
Quality of Earnings Engine
Continuous, diligence-grade QoE on every monthly close. Revenue quality, earnings normalization, balance sheet integrity, cash flow verification. Not just at capital events — every month.
QoE
L3
Operating Model
Dual-track GAAP and management reporting delivered as a structured 3-statement operating model. XLSX format. Auditable. Board-ready. Built from certified numbers, not reconciled after the fact.
Model
L4
Blackbird.SR
AI intelligence layer built on Anthropic/Claude, running on your verified data. Plain-English insights, scenario modeling, anomaly detection, and tiered permissioned access for Operator, Board, and Investor views.
Live
On why
this exists

We built this because we needed it. Not because a market study told us the gap existed — because we were the operators sitting across from investors, making decisions on numbers we didn't fully trust. A financial close that happened when someone found the time. A model and a set of books that told two different stories. We are not accountants who studied business. We are operators who learned accounting the hard way, running companies where getting it wrong had real consequences. OBW is the infrastructure we wish existed when we were building. We built it anyway. Every company that comes through this process gets what we built for ourselves.

First Cohort

Request
access.

This is not software you sign up for. We work with a small number of companies at a time — closely, with full access to their financials. We are deliberate about who we take on.

You are a founder, CFO, or operator who needs to trust the numbers before making decisions.
Your business has complexity — multiple revenue streams, a growing team, or investors who expect clarity.
You are building toward a capital event — raise, acquisition, or a board that holds you to a standard.

Application received. We will be in touch shortly.

Not every application is accepted. This is not a waitlist — it is a selection.