Building your QDF
Pricing & Plans

From architecture to Find your Data

With the SAE Map completed, we move to implementing the QDF (Quick Data Flow)
to execute the defined data flows across systems based on your SOPs and processes.

best suites for
Month-Month , Per QDF

The monthly cost to design, build, iterate, validate, and deploy one QDF. Billing applies only during the build phase and ends once the QDF is live and accepted.

Foundation

Single-team, isolated automation

Alignment

Multi-team coordination within shared systems

Orchestration

Cross-department, system-level operations

$3,420 / month

$5,850/ month
$15,300/ month
Best suited for
Monthly-Month , Per QDF

Describes the level of coordination this QDF is designed to handle. Foundation QDFs are isolated by design. Alignment QDFs allow controlled coordination between teams. Orchestration QDFs enable system-level coordination across departments.

Foundation
Single-team, isolated automation
Alignment
Multi-team coordination within shared systems
Orchestration
Cross-department, system-level operations

$2,700 / month $5,850 / month$15,300 / month
Departments served

The number of business teams whose workflows or
outcomes are directly impacted by the QDF. Serving
more than one department introduces coordination
requirements that cannot be handled by isolated flows.

1this is for testing onlyUp to 2Up to 4
Systems involved

The number of platforms participating in the QDF
as event sources, logic participants, or destinations.
More systems increase coordination and validation complexity.

Up to 2Up to 4Up to 5
Business objects implemented

The core business records the QDF operates
on, such as deals, orders, tickets, assets, or
cases. Objects define the data context of the flow.

Up to 2Up to 4Up to 15
Detailed attributes implemented (total)

The total number of data fields that are read,
written, validated, transformed, or synchronized
during the QDF build.

Up to 10Up to 25Up to 125
Exact field mappings (total)

The number of explicit field-to-field mappings
defined across systems, including transformations,
calculations, and normalization rules.

Up to 10Up to 25Up to 125
Triggers implemented

The number of production events that can
independently start the QDF, such as a call ending,
a status change, or an approval event.

1Up to 3Up to 6
Outcomes implemented

The number of business results produced
by the QDF across systems, such as record creation,
updates, routing, notifications, or logging.

Up to 3Up to 5Up to 12
Conditional rules

Decision logic inside the QDF that determines
behavior based on data or event context, such as
branching, thresholds, and exception handling.

Up to 3Up to 10Up to 20
Transformation logic rules

Rules that modify data as it moves through
the QDF, including enrichment, formatting,
normalization, calculations, and lookups.

Up to 3Up to 15Up to 50
Cross-system routing paths

The number of distinct paths that move data
or events between systems. Each path represents a
directional dependency that must be validated.

1Up to 3Up to 6
Cross-team dependencies allowed

The number of handoffs where one team’s
output becomes another team’s input. Foundation allows
none. Alignment introduces controlled dependencies.
Orchestration supports many.

0Up to 5Up to 25
Shared business logic across QDFs

Indicates whether multiple QDFs are allowed
to rely on shared rules or assumptions. This is
not allowed in Foundation to prevent hidden coupling.

NOYes (bounded)Yes (Full)
Shared event meaning across teams

Indicates whether multiple teams are allowed
to interpret and rely on the same event definition. This is
the core distinction between isolated automation
and coordinated operations.

NOYesYes
QDFs allowed to rely on each other

Defines whether one QDF can assume another
QDF has already executed or produced a specific result.
This is only allowed once coordination is explicitly introduced.

NOYesYes
CDHS – Flow Level

Indicates whether CDHS is used as a
supporting component inside a single QDF for
normalization, enrichment, or governance, without
acting as a company-wide system.

NoAvailable as neededAvailable as needed
CDHS – Orchestration Level

Indicates whether a dedicated, company-
level CDHS is used to govern data, events,
and behavior across multiple QDFs and departments.

NONOAvailable- Add On (requires
dedicated deployment)
Production deployment

The release of the QDF into a live
environment with monitoring and safeguards
so it can operate reliably in daily operations.

YesYesYes

How QDF implementation works

After the SAE Map is completed, each QDF is scoped as an individual build unit. A QDF represents one complete, production-ready data flow that starts with a trigger, applies business logic, and produces outcomes across one or more systems.
Because the architecture, dependencies, and sequencing were already defined during SAE, QDF pricing is predictable and modular. You can build one QDF or multiple QDFs, prioritize what matters most, and pause or continue without re-architecting the system.
This is what allows teams to start small and scale safely.
QDFs are designed around how your business actually operates, not platform limitations.
If you want to ensure this fits how your SOP and processes really work, we’re here to align it with you.

What Our Clients Say

Why coordination matters

Most automation breaks not because logic is wrong, but because coordination is implicit. When teams share systems, events, or assumptions without structure, small changes ripple unpredictably.
Foundation QDFs intentionally avoid coordination. Alignment QDFs introduce controlled coordination. Orchestration QDFs enable system-level behavior across departments. This is why tiers exist, and why stacking smaller flows is not a substitute for alignment.

What a QDF includes

A QDF is not a generic automation. It is a defined operational behavior.
Each QDF includes the implementation of triggers, logic, and outcomes as defined in the SAE Map, along with system connectivity, error handling, and validation so the flow runs reliably in production. When CDHS is part of the architecture, the QDF is implemented using the shared data and event model defined there.
QDFs are built to be maintainable, observable, and compatible with ongoing services.

How pricing stays predictable

QDF pricing is monthly and tied to coordination level. Billing stops when the flow is live and accepted. Ongoing changes, if needed, move into Services & Maintenance, keeping build and operations clearly separated.

How CDHS fits in

Some QDFs use CDHS as a flow-level component for normalization or governance. Others rely on a dedicated CDHS to run operations across the company. The decision is made explicitly during SAE so QDF builds remain clean and intentional.

What comes next

Once a QDF is live, you decide whether it remains stable or evolves. Services & Maintenance plans support that next phase without reopening build scope.

QDF Frequently Asked Questions

What is a QDF in practical terms?
A QDF is one complete operational behavior implemented across systems. It starts with a real business event, applies logic, and produces outcomes that teams rely on in production.
Because automation complexity is driven by coordination, not volume. These tiers define how much coordination, dependency, and shared meaning a QDF is allowed to introduce.
Foundation QDFs are intentionally isolated. They are not allowed to share logic, rely on each other, or introduce cross-team dependencies. Stacking them does not create coordination; it creates fragility.
When more than one team depends on the same flow, when handoffs exist between teams, or when shared rules and event meaning are required for correctness.
Orchestration supports system-level coordination across departments and introduces company-wide governance, often using a dedicated CDHS deployment.

In most cases, yes. SAE defines the coordination level, dependencies, and scope that determine the correct QDF tier and pricing.

Building reliable automation requires iteration, validation with real data, and coordination with teams. Monthly pricing allows the build to progress correctly and stops when the QDF is live.
Changes within the defined tier are handled during the build. If new coordination or dependencies are introduced, the QDF may need to move to a higher tier or require an updated SAE.
No. CDHS can be used at the flow level when needed and becomes a dedicated system only when orchestration across the company is required.
Once live, the QDF can move into a Services & Maintenance plan based on the expected level of change and evolution over time.

Ready to build?

QDF pricing is designed to match the coordination your business actually needs. Whether you’re automating a single team’s workflow or orchestrating cross-department operations, each tier gives you the structure and support required to build automation that lasts.
Start with the SAE Map to define your architecture, then implement QDFs in the order that delivers the most value. You control the pace, the scope, and the sequence.
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