Before investing in AI, understand the opportunity and the conditions for success.
Custom fixed fee by written proposal.
A useful AI investment starts with a clear business problem and evidence about the workflow it is intended to improve.
Infosourceful helps you evaluate one defined AI opportunity, examine relevant alternatives, and document what needs to be established before committing to a pilot or investment.
What this is for
One business workflow and one proposed AI use case that need a structured assessment.
You may have an idea, a vendor proposal, or a recurring operational problem. The brief examines the business purpose, current process, available information, and conditions that would affect whether the proposed approach is useful and practical.
Questions the brief addresses
- What problem are we trying to solve?
- How does the current workflow operate?
- What information or data does it depend on?
- Where are errors, exceptions, or delays costly?
- What human review or oversight would be needed?
- Could a simpler process change or non-AI automation meet the need?
- What operational constraints or dependencies matter?
- Which assumptions need testing before proceeding?
- What evidence should the next validation step produce?
What you receive
A structured assessment containing:
- A definition of the proposed use case and its business purpose.
- A summary of relevant current-workflow evidence.
- External research relevant to the opportunity.
- A comparison of appropriate alternatives, including non-AI approaches.
- Readiness conditions, operational constraints, and dependencies.
- Material uncertainties and assumptions requiring validation.
- A recommended next validation decision and the evidence needed to support it.
We distinguish information supplied by your organization from independently verified findings and analytical conclusions.
What you provide
The engagement uses appropriate existing process information, an agreed decision owner, and limited stakeholder input as specified in the proposal.
During scoping, we identify which materials are available and what can reasonably be assessed from them. We arrange an appropriate method for exchanging documents after reviewing the inquiry.
How the engagement is scoped
The standard brief focuses on one workflow and one proposed use case. Your written proposal defines the questions, client inputs, research boundaries, deliverable, timeline, and fixed fee.
Broader organizational questions require separate scoping.
Scope boundaries
The standard brief does not include:
- Enterprise-wide AI maturity audits.
- System configuration or implementation.
- Software procurement management.
- Model development or training.
- Legal compliance opinions.
- Technical security testing or certification.
The assessment may conclude that a simpler alternative deserves priority, that more evidence is needed, or that the available evidence does not support a pilot or investment.
Considering a Broader Technology Decision?
AI may be one possible approach to a business need, but it is not always the appropriate solution.
For decisions involving broader operational requirements, technology alternatives, software vendors, or system selection, Infosourceful also offers Independent Technology Decision Intelligence.
These engagements can include stakeholder discovery, current-state and data-flow analysis, requirements, vendor due diligence, technology comparisons, and structured selection support.
Explore Technology Decision Intelligence
Describe the opportunity you are considering
Tell us about the workflow, the problem you want to solve, and any proposed AI approach. Your initial consultation and written quote are complimentary.
Have a question that needs a closer look?
If you’re trying to verify a claim, sort through conflicting information, or understand a complicated situation more clearly, start with the question.
We’ll take a look, let you know what can reasonably be researched, and suggest a scope that fits what you’re trying to learn.
