Choose the workflow before the category
A PE firm's tools serve several jobs. A CRM helps manage relationships and opportunities. A deal workflow organizes evidence and decisions. Portfolio monitoring collects and reviews company reporting. Fund administration and investor reporting involve another set of records and responsibilities.
An operating terminal can connect these jobs, but the buyer should still specify which workflow comes first. If the immediate problem is missing monthly reports, a more elaborate deal funnel may not solve it. If your pipeline loses decisions in email, a portfolio chart will not repair that history.
| Your immediate problem | What to ask a provider to demonstrate |
|---|---|
| Reports arrive in different formats | A company-period with a source, unit and reviewer |
| Deal decisions disappear in email | A decision attached to its evidence and owner |
| Operating tasks lose accountability | An initiative with milestones and a measured result |
| People cannot find the source | A route from the figure back to its original document |
| Changing tools seems risky | A usable export of your records and materials |
Use the same small pilot for every provider
Create a synthetic opportunity with a source document, a reporting workbook and one unresolved question. Add an intentionally incomplete company report. Use synthetic or appropriately authorized materials so the evaluation does not become an uncontrolled disclosure of deal information.
Ask the provider to assign work, change a review state, correct a figure and retrieve the original source. Then ask a second user to find the same decision. A polished prepared demo can be useful, but an imperfect input reveals more about the actual workflow.
For Agentic Equity, the public demo supplies illustrative records and the private workspace starts with the firm's own materials. External AI, banking, signing and third-party connections require configured providers and authorized access. Have any vendor identify the difference between a demonstration, an available capability and a live connection.
Score demonstrated behavior
Use a simple evidence scale: 0 means not demonstrated, 1 means the task needed a workaround, and 2 means it was completed directly with inspectable records. Choose weights based on your actual workflow before seeing the demos. A high score is a pilot result, not an independent certification or a forecast of returns.
- Source traceability: find the original document behind a figure.
- Data quality: distinguish missing, reported, normalized and reviewed values.
- Coordination: keep the next action attached to the deal or company.
- Decision record: show who approved what and when.
- Access: demonstrate the roles and company scope your team needs.
- Portability: export records and retrieve the source materials.
- Implementation: identify the owner, effort and prerequisites for each connection.
Ask for evidence beyond the interface
Role names in a menu do not prove isolation. Ask the provider to demonstrate the actual access boundaries for the roles you need, and request documentation appropriate to your firm's requirements. Evaluate retention, backups, incident response, sub-processors and data export separately from visual design.
Do not infer a security certification, regulated status or contractual service level from marketing language. Confirm the applicable terms and technical evidence with the people responsible for procurement, information security and the firm's obligations. Agentic Equity's guides describe product workflows; they do not claim a certification or replace that review.
Compare the full implementation scope
Ask for a written scope that distinguishes the platform fee, onboarding work, connections, data migration, usage-based services and support. A connection can be technically supported yet still require credentials, mapping and an authorized owner before it works for your firm.
Record which repetitive work the pilot removes and which work remains. Estimate time savings from that observed task, with an explicit number of cycles, rather than assuming every team member gains the same number of hours. Keep any economic estimate separate from realized value.
Test the path from dashboard to learning
The Agentic Equity thesis goes beyond displaying company data. It connects the evidence, action and result so a firm can learn which operating practices work under specific conditions. The product should make those relationships inspectable before anyone calls them intelligence.
Ask whether a proposed improvement keeps its original baseline, records what changed and names the person accountable for the outcome. Ask how unsuccessful interventions are recorded. A learning process that stores only success stories cannot reliably tell the next company what to do.
Start with one reporting or diligence workflow. The setup call is a chance to map that workflow and identify what would need to be configured, with a concrete pilot you can inspect.