Custom Development

CRM for AI Research Partnerships

Research partnership leads need to see who approves an agreement, which materials can be shared and what is blocking a pilot. We’ll build a CRM to coordinate labs, companies and data owners and record their approvals.

What delays a joint pilot

  • The work involves universities, research centers, corporate clients, early testers and investors.
  • Approval cycles are long, covering NDAs, collaboration agreements, data use terms and intellectual property rights.
  • Pilots need active coordination or they stall before reaching commercial use.
  • Researchers and business teams use different terminology, so communication needs structure.
  • Publications, grants and experiment results need to be linked to the relevant partners and projects.

Partner and agreement register with decision owners

These modules can be included in the project. We’ll agree on the scope and workflow rules after reviewing your processes.

Partner, approvals and pilot status

The coordinator records the parties, document access, agreed pilot scope and milestone dates. Changes to access or use of results go through a separate approval.

Agreement versions and access limits

The manager tracks the parties, approved agreement version and permissions review date. Restricted material stays in the designated repository.

Readiness summary

The coordinator checks agreed tasks, owners and acceptance of the next milestone. A separate partner summary omits internal notes.

Additional Features

Milestone handover between teams
The coordinator can link a milestone to an acceptance condition and owners at each lab. If partner approval is needed, the record shows the request date and decision. The team follows a link to the authorized material in its repository.
Joint funding commitments
The partnership manager can track submission deadlines, agreed contributions and reporting documents. If a collaborator revises their contribution, the manager flags which report sections need review. The summary uses confirmed information.
Register of new pilot requests
The coordinator can record the request’s objective, participating labs and discussion status. If a proposal is deferred, they record the unresolved condition and a date to revisit it. The lead sees which requests are ready for internal review.

CRM Workflow Examples

How teams can divide responsibilities and handle exceptions after rollout.

Checking pilot readiness

The research lead requests a start. The partnership manager spots an unapproved data-sharing term and routes it to the responsible person while keeping the remaining preparation tasks open.

A new partner joins an active agreement

The team adds the lab as a prospective participant. Access opens once its role and the relevant agreement revision are approved.

What to Include in the First Release

We’ll first map one pilot from a lab request to approval. Partnerships sees the commitments, legal sees restrictions, and the research lead sees milestones. The pilot will cover pausing work when a permission is missing or the data owner changes.

Once we agree on the requirements, we design the screens, build a pilot, and try it against the agreed use cases. We plan the rollout and follow-on modules with your team.

Discuss the First Phase

Development FAQ

Where should materials covered by an NDA be stored?

The CRM can track the status and a permitted description. The responsible parties agree on document storage and access terms.

How do we record contributions from several organizations?

The pilot can record each partner’s role and expected deliverables. The agreed version can carry a date and a link to the relevant document.

How do we migrate partner records and active research pilot terms?

We’ll start with institutions, current agreement versions and open approvals. On a sample, the coordinator checks roles and milestone dates. For material links, we’ll verify permissions in the relevant repository.

What determines the scope of an AI research partnership CRM?

We’ll review one joint pilot and how the team approves a partner’s role and accepts a milestone. Scope depends on agreement versions, visibility rules and approval sources. We’ll review the partner summary separately from the internal record.

Let’s Discuss Your CRM

Tell us your industry, describe one process you want to automate, and let us know which tools your team already uses.