01
Discover
Understand the business
We map the desired outcome, current workflow, users, systems, information, exceptions, and constraints. Discovery separates the underlying business need from an assumed technology answer.
The BizHelp approach
Reduce uncertainty at every step.
A practical AI engagement should move from a measurable business problem to evidence, an operating solution, and accountable ownership. BizHelp uses a staged approach so each investment earns the next one.
Begin with a booked assessment02
Decide
Prioritize and choose
We compare impact, effort, cost, readiness, risk, and operating fit. Recommendations may include an existing product, a focused integration, custom software, a process change, or no project yet.
03
Prove
Pilot the riskiest assumptions
A focused pilot uses representative work and success criteria defined in advance. It should provide evidence for a go, change, or stop decision. Generating plausible output is not enough.
04
Deliver
Integrate the whole workflow
A production solution includes permissions, data handling, validation, exception paths, monitoring, documentation, and team enablement in addition to the AI component.
05
Improve
Operate and expand carefully
We observe value, quality, adoption, exceptions, and cost. Permissions and scope expand only when the evidence supports it, while owners maintain the process and source information.
Decision gates
What must be true before moving forward?
Every stage should have explicit evidence and an accountable decision.
Opportunity gate
The problem matters and AI is a plausible lever.
Pilot gate
Data, owner, controls, baseline, and success measures are ready.
Production gate
Representative evaluation supports the operating case.
Expansion gate
Observed value and failure behavior justify wider use.
Business ownership
An operating leader owns the outcome. Technical delivery does not replace accountability for the workflow.
Human oversight
Review and escalation reflect the consequence of an error, how easily it can be detected, and whether it can be reversed.
Measurable behavior
Evaluation covers business value, quality, adoption, cost, exceptions, and safety. A convincing output is only one part of the picture.
A clear place to start
Modernize the parts of GTM that determine the result.
Choose a live time for a free 30-minute assessment with a team that combines former Google engineering and management consulting experience.