Set the boundaries
Identify the data an agent may access, the tools it may use and the actions that require approval. Test the quality of its evidence, its failure behavior and the effectiveness of human review.
Safe AI useAgentic AI in practice
Useful AI.
Clear responsibilities.
Agents can retrieve information, use tools and carry out multistep tasks. Putting them to work starts with a business priority, a clear owner and a workflow worth improving. Define the authority, controls and skills needed to operate it.
From an idea
to everyday use.
For law firms, financial-services businesses and investors, adoption must improve the work and preserve confidence in the result. Link the business case, implementation and oversight from the outset.
Build adoption around the work
Map the work across teams and systems. Remove unnecessary steps before adding AI; assess existing tools before building new ones. Agree a baseline and implement a bounded pilot, with a business owner and technical responsibilities.
AI adoption & implementationExplain what happened
Trace what information the system received, what actions it took and how those actions affected the financial analysis. Present the evidence, assumptions and limitations clearly to counsel and decision-makers.
Expert testimonyBring depth to the analysis
Build financial models and workflows that support the task, or independently assess systems already in use. Scope validation assignments to preserve independence from development work.
Measure what it returns
Track AI cost, the work the workflow supports and the evidence behind claimed benefits from the start, with cash returns and capacity hours reported separately. Oabo Scorecard, the AgentX measurement product, provides that record as a monthly report leadership can read and an analyst can check.
Oabo ScorecardSee it in one workflow
Wire operations show how this works in practice: agents read, check and package each wire while people release every payment and decide every exception, built in stages over twelve months.
The wire room, twelve months outA practical engagement
Agree priorities by expected value, feasibility and risk, then define deliverables, owners and review dates. Depending on scope, you receive a prioritized plan, implemented workflow, evaluation findings, operating guide and role-specific training. Measure business impact, quality, adoption and control effectiveness against the baseline. Review the evidence together to improve, expand or stop the work.