Engineering / Diagnostic

AI agent diagnostic and feasibility assessment.

A practical assessment for organizations that need to decide whether an AI-agent workflow can be built, integrated or deployed within clear operating limits.

01 / When this helps

When the next engineering step is not yet clear.

A prototype may produce convincing results while leaving core questions unanswered: which systems can it use, what happens when a tool fails, and which actions require approval? We investigate one defined use case or existing agent before proposing a build.

Good reasons to begin here

  • Your team has an agent prototype but no credible deployment plan.
  • An integration or permission boundary is not understood.
  • Failures, retries or handoffs make the current agent unreliable.
  • You need a grounded scope before authorizing development spend.
02 / Deliverables

One bounded assessment. A written decision.

Scope and access are agreed before any engineering investigation. Unknown problems are not silently treated as fixed-price remediation.

01 / Define

Workflow and system map

A concise view of the target task, current process, tools, data, operators and material dependencies.

02 / Examine

Constraints and risks

A review of authorized access, integration feasibility, approval points, evaluation needs and known failure classes.

03 / Recommend

Next scope and tests

A written assessment of feasibility, priorities, acceptance criteria, exclusions and the most sensible next engagement.

03 / Budget

Indicative diagnostic budget.

For one clearly bounded use case or prototype, Blackwood's initial planning range is USD $1,500–$2,500. All amounts shown here are in US dollars (USD). This is a test range, not a fixed quotation or a promise to repair unknown issues. The actual fee, scope, access requirements and payment terms are confirmed in writing before work begins.

What determines implementation cost →

Not included by default

  • Custom agent development or production deployment.
  • Unbounded security testing or intrusive testing without authorization.
  • Access to sensitive systems beyond the agreed assessment.
  • Ongoing monitoring, on-call support or an implementation guarantee.
Start with one problem

What is your agent supposed to accomplish?

Tell us what exists, which systems are involved and where the uncertainty lies. Please don't send credentials or confidential datasets through the form.

Request a diagnostic discussion ↗