Since 2005 · Architecture & Engineering · Plano, TX

Decide what
to build.
Then build it right.

Independent data architecture advice for organizations facing modernization, data-trust and AI decisions — backed by an engineering team that has delivered software and integration for more than 100 corporate customers.

Start with an assessment How we work
Sound familiar?

You have the technology. The architecture is unclear.

These are the situations clients bring to us most often.

Teams build the same thing twiceSeveral teams solve overlapping problems with different tools and patterns.
Nobody trusts the numbersData quality is checked in places, but no one owns it end to end.
Source changes break productionAn upstream column changes and reports or pipelines fail without warning.
The same customer, five versionsMultiple systems describe the same customer, product or supplier differently.
Deployments are manual and riskyChanges reach production by hand, with little traceability or rollback.
AI plans, shaky foundationLeadership wants AI, but the data underneath is fragmented and hard to trace.
Two ways we help

Advise. Build. Or both.

Start with a defined architecture engagement, bring us in to deliver, or combine the two.

Advise

What should we build, and why?

Fixed-scope architecture engagements with clear deliverables. We review, design and guide — your teams own the implementation.

Consulting

Build

How do we build it well?

Engineering delivery for custom software, databases, integration, CI/CD and AI — from a team that has done it since 2005.

Engineering services
Architecture engagements

Defined scope. Fixed fee. Clear result.

Each engagement ends with something you can act on — not an open-ended contract.

01 · Understand

Data Architecture Assessment

An independent view of your current environment: what works, where the risk is, and where to invest next.

2–4 weeks · fixed fee · entry point
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02 · Design

Target Architecture Blueprint

A target architecture your engineers can build and your leadership can fund with confidence.

4–8 weeks · fixed price
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03 · Trust

Trusted Data & AI Foundation

Governed, traceable data — quality, identity, contracts and AI-safe access — before you scale analytics and AI.

4–8 weeks · fixed price · optional PoC
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Ongoing

Architecture Advisory

Senior architectural judgment on call, without adding another full-time role or a developer to the backlog.

Hours per week · monthly retainer
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How an engagement flows

From clarity to delivery

You can stop after any step. Most clients start with the first one.

Assess

Understand the current architecture, its risks and its real constraints.

Blueprint

Design the target architecture, decisions and roadmap.

Build

Your teams, our engineers, or both — building to the blueprint.

Advise

Ongoing review so the architecture stays coherent as it grows.

Industries

Where we work

More than 100 corporate customers since 2005. We keep client names confidential.

InsurancePolicy, claims and document-heavy operations, where many systems must agree on the same customer and the same record.
Health TechPlatforms that handle sensitive data, where access control, traceability and reliable integration matter from day one.
General EnterpriseOrganizations of all sizes modernizing legacy systems, connecting applications and automating business processes.

See typical engagements

AI gathers the evidence.
Experienced architects make the decisions.

We use automation to inventory systems, repositories and documentation quickly — so senior time goes where it matters: judgment, trade-offs and risk.

Facing a big data or AI decision?

Tell us what you are trying to decide. We will tell you honestly whether an assessment is the right first step.

Talk to an architect