What comes next · 3 of 3
Operate first. Productize what repeats.
Run the workflow with people and AI first. Keep a clear record of what repeats, what works, and where the effort goes. Build only the parts that prove they should become product.
Operate the workflow by hand
Vinculo operator, AI, and technical support as needed
Workflow
- One partner and one or two destination relationships
- AI reviews batches of approved customer signals
- Every suggested need is reviewed by a person
- Actions are delivered by email, Slack, Teams, or another existing workflow
- Partner approval happens through a lightweight approval step
- Destination records are created manually
- Outcomes are tracked manually
What we need to prove
- Will partners approve actions involving named customers?
- Will destination companies accept these opportunities?
- Does the partner recognize the need we identified?
- Can we repeat the process without a large amount of custom work?
Deliverables
- A repeatable operating workflow
- Written evidence and suppression rules that survived real use
- A record of actions, approvals, dismissals, and outcomes
- Clear evidence of where the manual effort is concentrated
Automate what keeps repeating
Small team, first focused product build
Workflow
- Connect directly to the partner systems that matter most
- Keep customer signals up to date automatically where useful
- Move repeated relationship and permission rules into the product
- Deliver actions directly into at least one existing employee workflow
- Automate one common destination-system workflow
- Automate more of the outcome tracking
What we need to prove
- Which manual steps repeat enough to automate?
- Does adding a second destination become meaningfully easier?
- Which parts still require too much custom work?
- Does automation actually reduce operating effort?
Deliverables
- A basic partner admin view for relationships, permissions, and review
- One direct employee workflow integration
- One working destination-system integration
- Clear evidence of what was reusable versus custom
Scale what works
Product and technical team
Workflow
- Make it easier to add new destination relationships
- Support more partner and destination systems
- Use accumulated outcomes to improve what gets surfaced and suppressed
- Automate more outcome tracking
- Reduce the amount of manual setup required per relationship
What we need to prove
- Can adding relationships become mostly setup instead of custom work?
- Is there enough outcome data to improve recommendations?
- Which integrations remain expensive as the system grows?
- Does revenue per deployment improve faster than implementation effort?
Deliverables
- Easier destination setup
- Better suppression and recommendation quality
- More automated outcome tracking
- Clear unit economics by relationship and deployment
Open questions
Questions we need to answer as we operate and build
- How much partner data do we actually need to make useful recommendations?
- What is the simplest safe way to get that data?
- Which customer signals matter most?
- Where does AI add real value, and where should simple rules or people stay in control?
- How should employees receive and act on recommendations?
- How much work does it take to add the second and third destination relationship?
- How much of that work can be reused when companies use the same systems?
- What outcome information can we realistically get back?
- What needs to be true legally and from a data-sharing standpoint before a real pilot can run?
What needs to exist first
Start with only what is needed to run the workflow safely and repeatedly: approved data access, a record of customer signals, AI-assisted interpretation, clear relationship and permission rules, a way to deliver actions, and a record of what happened. Let real usage determine what gets built next.
What we are trying to prove
- 1Can approved customer signals reveal real needs early?
- 2Will partners approve and act on the recommendations?
- 3Will destination companies accept and work the opportunities?
- 4Can the process be repeated without a large amount of custom work?