PSG AI Research & Implementation

AI that works because it
fits the business.

PSG helps companies move from AI interest to practical AI use. We focus on safe use cases, clear rules, simple workflows, and tools people will actually use.

AI Strategy Use-Case Design Internal Copilots Workflow Automation Governance
01

AI Readiness Assessment

Start with the business problem, not the tool. PSG helps decide where AI can help, where it may create risk, and what should come first.

  • Use-case review
  • Data and workflow review
  • Adoption and ownership review
02

Controlled AI Environments

Some teams need more control over data, access, and model behavior. PSG helps evaluate safer ways to use AI based on the company's needs.

  • Private or controlled setup planning
  • Data access planning
  • Security and policy considerations
03

Knowledge and Document Support

AI is more useful when it can find and use the right business information. PSG helps organize documents, knowledge sources, and review steps.

  • Knowledge-base planning
  • Document workflow design
  • Testing and improvement routines
04

Workflow Automation & AI Assistants

AI can reduce manual work when it is part of a clear process. PSG designs assistants for intake, triage, drafting, review, reporting, and follow-up.

  • AI support for finance, operations, HR, sales, and support teams
  • Workflow design
  • Human review where needed
05

AI Rules & Adoption

AI rules should be simple enough for the business to follow. PSG helps define what is allowed, who owns it, and how work should be reviewed.

  • AI usage rules
  • Approval steps and role clarity
  • Adoption and value tracking
06

Internal AI Tools

Many AI opportunities can be solved with focused internal tools. PSG helps design simple assistants, dashboards, and prototypes that support daily work.

  • Internal copilots and assistants
  • Decision-support tools
  • Lightweight prototypes
Operating-system view

AI works best when it supports real work.

The best AI work is not separate from the business. It helps with the decisions, workflows, reviews, and reporting already happening every week. PSG connects AI to the work, the data, the rules, the users, and the results.

01 Data Information the AI tool is allowed to use.
02 Tool The right AI approach for the task.
03 Workflow A clear process where AI can help.
04 Rules Ownership, access, approvals, and review steps.
05 Adoption A rollout plan people can follow.
06 Measurement A simple way to see if it is helping.
Field notes

Practical notes on using AI well.

PSG focuses on the questions leaders actually face: where to start, what to avoid, how to set rules, and how to make AI useful.

Executive guide

The 10-question AI readiness assessment

A simple way to decide whether a workflow is ready for AI help.

Request the assessment
Playbook

Designing a safe human review model

How to decide when people should review AI outputs before they affect business decisions.

Discuss the model
Memo

Where AI copilots can help in FP&A

Practical AI support for reporting drafts, variance notes, stakeholder requests, and forecast workflows.

Read the cases
Build note

From prototype to daily use

What has to change before an AI demo becomes a workflow people can depend on.

See the build path
Reference architecture

Planning a safer AI setup

The basic decisions leaders should make when AI needs stronger control over data and access.

Walk through the architecture
Memo

Why many AI policies go unused

Why long AI policies often fail — and how to create rules teams can actually follow.

Read the memo
AI in the boardroom

AI should be measured like any other business investment.

AI should improve speed, quality, visibility, cost, control, or capacity. PSG helps define the right measures early so AI stays tied to real business value.

Decision speed How quickly teams move from request to answer.
Manual work reduced How much repetitive work is removed or simplified.
Quality & consistency Whether outputs are clearer and easier to review.
Adoption & trust Whether people actually use the workflow.