Software & AI architecture services
Assess.Understand and evaluate.
Assess a software or AI system, test design choices and establish a defensible next step. A named principal directs AI-assisted investigation, validates the evidence and explains what the findings mean for your decision.
Typical decisions
Understand what you have. Establish what matters.
- You inherited a system whose behavior, business rules or dependencies are poorly understood.
- A proposed software or AI architecture needs a focused second opinion.
- Several system concerns need an integrated diagnosis rather than separate observations.
- A working product is preparing to serve larger customers, more users or more critical business operations.
What you receive
The result and the deliverables.
A defensible understanding of the situation and a principal-owned recommendation on what should happen next.
- An integrated assessment or scoped system understanding that explains what holds up, what needs attention and why.
- Traceable findings, relevant maps, material risks and knowledge gaps linked to the decision.
- A principal-owned conclusion with priorities, options and recommended next actions within the agreed boundary.
Relevant scopes
Go deeper into the scope that fits.
Understand
System Understanding & Technical Discovery
Bring scattered software knowledge into a validated view of the business functions, dependencies and constraints that matter to your next decision.
Explore the scopeFocused second opinion
Architecture Peer Review
Receive a senior conclusion on one software or AI architecture decision. The review tests the evidence and alternatives, explains material risks and sets out the recommended conditions for proceeding.
Explore the scopeDeeper assessment
Architecture Diagnostic
A deeper assessment of an existing system or technical landscape, connecting interacting risks, capability gaps and architecture decisions to a credible direction.
Explore the scopeFor vibe-coded and AI-built products
Production Readiness Assessment
Receive a production-risk brief or a scoped readiness conclusion for your product's next stage, according to the selected depth. AI-assisted investigation and principal validation support prioritized recommendations, conditions and evidence gaps.
Explore the scopeMore situations within Assess
Existing estates and handovers
Investigate a defined legacy or application portfolio, dependencies and knowledge gaps.
A troubled initiative
Establish the root causes and conditions for recovery, redirection or stopping.
A transaction or software asset
Engage us for scoped software and AI diligence with explicit lead-provider and specialist coverage.
A focused advisory question
Use a decision sprint or principal advisory session when a smaller format fits the evidence needs.
How the work unfolds
A contribution with clear accountability.
Frame the decision
Agree the business change, system boundary and what the assessment must establish.
Investigate and validate
Use AI-assisted workflows and analysis tools across the relevant code, documents, configuration, tests, operating evidence and owner knowledge. The principal validates material interpretations.
Explain the consequences
Separate strengths, root causes, risks and unknowns; provide the agreed recommendation and next actions.
Choosing the contribution
Initial assessment and assurance serve different purposes.
An initial Production Readiness Assessment investigates the system and identifies the conditions and changes needed for its next business stage. Assure evaluates evidence against agreed criteria for a defined milestone, recheck or acceptance decision. The right engagement follows the purpose, evidence and required reliance.
Practical questions
Before engaging us for Assess.
Which assessment should we choose?
Peer Review answers a clearly defined architecture question. A Diagnostic investigates interacting system concerns. System Understanding reconstructs relevant knowledge. Production Readiness examines a running product in the context of its next stage. We can scope the question with you.
Must an assessment lead to more work?
No. It is a standalone engagement. A client may act on the recommendation with its own team, another partner or no further architecture work.
Does an assessment include detailed architecture design?
Only where explicitly scoped. Defining the detailed target architecture or transition is an Architect contribution, using an adequate baseline.
What does your decision need?
Describe the situation, timing and intended outcome. We can agree the right depth and contribution.