The buyer is still learning the category
Half of a discovery call is education. That's fine — but it means the deal advances through understanding, and the CRM needs to record what's been explained and to whom.
When the deal is a pilot, an integration, and a promise you have to keep
AI deals rarely close on a demo. They close after an evaluation, a data-access conversation, a security review, and a pilot that has to prove something. TotalDeal keeps the stakeholders, technical commitments, and success criteria on the opportunity — and carries them into implementation once you win.
Pilots & proofs of concept
Data-access commitments
Security & DPA review
Implementation handoff
Pilot & annual invoicing
Why AI deals stall in places other deals don't
The product is often the easiest part of the conversation. What slows an AI deal down is everything around it.
Nothing happens without data access
Your solution needs their data, and getting it involves a data owner, a security reviewer, and often a legal step. That commitment needs to be written down, not remembered.
The pilot becomes the real sales cycle
Success criteria get agreed verbally, the pilot runs for six weeks, and then everyone disagrees about whether it worked. A pilot without recorded criteria is a deal you can't close.
Security review takes longer than the sale
Model behavior, data retention, sub-processors, DPA terms. This is a stage of the deal, and treating it as one is the difference between forecasting accurately and guessing.
Every deal is somewhat custom
Integrations, data pipelines, and configuration differ per customer. What sales promised has to reach the people who build it.
Production rollout is a second sale
Moving from pilot to production means going back to the economic buyer with proof. The evidence needs to be somewhere you can find it.
If your product sells itself through an API key and a credit card, TotalDeal isn't the right CRM. This is built for AI companies with a human sales process and delivery work on the other side of it.
The stakeholders on an AI deal
Add each one to the opportunity with a role. Deal health flags an opportunity where no decision maker has been identified — which on AI deals is a common and expensive blind spot.
Technical lead or ML engineerEvaluates whether it actually works on their data. Their objections are the ones that matter most.
Data ownerControls access to the systems you need. Often not in the original conversation, and often the reason the pilot hasn't started.
Security and compliance reviewerOwns the questionnaire, the DPA, retention terms, and the sub-processor list.
Economic buyerApproves the pilot fee and later the annual commitment. Needs a result, not a feature list.
Operational ownerWhose team's workflow changes. Determines whether the pilot's results hold in production.
From first conversation to production rollout
1
Capture the account and the use case
Record the specific problem they want solved, in their words. It's the thing you'll be measured against.
2
Qualify the opportunity
Budget, timing, who signs, and whether a real internal sponsor exists — or whether this is exploratory.
3
Map the stakeholders
Technical lead, data owner, security reviewer, economic buyer, operational owner — each with a role on the deal.
4
Run discovery and the technical demo
Log each session against the deal. Capture requirements, integration constraints, and objections as they surface.
5
Agree pilot scope and success criteria in writing
Put the criteria, timeline, and data-access commitments in a document attached to the deal, and get it approved.
6
Clear security and data-processing review
Questionnaire, DPA, and data-handling documentation in the deal's library, with the reviewer named as a stakeholder.
7
Run the pilot as a plan
Tasks, milestones, owners on both sides, and a record of what was delivered against what was promised.
8
Close the production agreement
Take the pilot results back to the economic buyer, send the agreement, and track it through signature.
9
Implementation and rollout
Convert the won deal into an implementation plan — integrations, data pipeline, configuration, and training.
10
Invoice the work
Pilot fee, implementation, services, and the annual agreement, billed from the deal and collected through Stripe. Optional.
Keep technical commitments where you can find them
The promises made during an AI sale are specific, and they outlive the rep's memory of the call.
Success criteria
What the pilot has to demonstrate, agreed in a document attached to the deal and approved by the customer.
Data access and scope
Which systems, which fields, which environment, and who's responsible for providing access.
Integration requirements
The systems you have to connect to and the constraints their team raised during evaluation.
Security documentation
Questionnaire responses, DPA, retention terms, and architecture diagrams with version and approval status.
Meeting records
Log technical sessions against the deal. Paste or upload a transcript and summarize what was discussed.
Pricing and agreements
Pilot fee, implementation scope, and the production agreement — built from the deal and e-signed.
Pilot scope, security documentation, and agreements attached to the opportunity they belong to.
Closed Won shouldn't mean starting over
Turn a signed deal into implementation without rebuilding the stakeholders, requirements, documents, pricing, tasks, and commitments collected during the sale. For AI companies this is the highest-risk handoff in the business — the gap between what was sold and what gets built.
Integration and data pipeline
The connections promised in evaluation, tracked as tasks with owners on both sides.
Model and workflow configuration
Environment setup, tuning, thresholds, and the workflow changes their team agreed to.
Data migration and backfill
Historical data loaded, with the file exchange and sign-off running through the customer portal.
Training and adoption
Sessions for administrators and end users, scheduled as milestones against the plan.
Pilot to production
Expand from one team to the organization as stages of the same plan, not a new spreadsheet.
Customer approvals
Sign-off on configuration and deliverables in a portal, so acceptance has a record.
Honest notes on the AI in this CRM
You sell AI, so you'll recognize an overstated claim faster than most buyers. Here's exactly what's in the product.
What Ask does
Ask is a conversational assistant over your own CRM data. It answers questions in plain English and can take the follow-up action — create a task, log a note, move a stage, draft a follow-up email, file a call recap as a note plus a meeting plus an updated deal value. Included on Pro.
- What should I do next?
- Which deals have gone quiet?
- Why is this deal stuck?
- Deals over $20,000 missing next action
What it doesn't do
It doesn't research companies on the web, record your calls, or enrich contacts on its own. Meeting transcripts are pasted or uploaded, not captured automatically.
Deal health is a deterministic 0–100 score built from concrete signals: time since last activity, whether a next action exists, how long the deal has sat in its stage, whether a decision maker is identified, whether a proposal is unsigned, and overdue tasks. It shows its reasoning. It is not a machine-learning close-probability model, and calling it one would be exactly the kind of claim you'd catch.
Billing a pilot, then an implementation, then a year
AI revenue often arrives in stages, and those stages come out of the sale.
What TotalDeal invoices
Pilot and proof-of-concept fees, implementation and integration work, professional services, deposits, milestone payments, and the first annual agreement. Created from the deal or the implementation plan, collected through Stripe by card or bank payment, with sent, viewed, overdue, and paid status visible to the team.
What stays where it is
Usage-based and recurring subscription billing belongs in Stripe Billing or an equivalent platform, and accounting belongs in QuickBooks or similar. TotalDeal is neither, and doesn't try to be. Invoices sync to QuickBooks Online or export for QuickBooks Desktop.
On renewals and expansion: there's no dedicated renewal-management module. You can open a new opportunity on the same account with the original deal, stakeholders, pilot results, signed agreement, implementation plan, and invoice history already in place. If renewal automation is central to your motion, raise it on a demo before you commit.
Questions AI teams ask
Which kind of AI company is this built for?
AI companies selling into businesses through a human sales process — applied AI products, agents, copilots, vertical AI tools, and AI consulting or implementation work. The fit is strongest when a deal involves several stakeholders, a technical evaluation, a pilot, and integration work after signature. A self-service API with credit-card signup isn't the right fit.
Can we track a pilot or proof of concept as part of the deal?
Yes. Run the pilot as a plan with its own tasks, milestones, owners, and dates, linked to the opportunity that created it. Success criteria and data-access commitments live as notes and documents on the deal, so when the pilot ends there's a record of what was agreed rather than a recollection of it.
Does TotalDeal use AI to predict which deals will close?
No. Deal health is a deterministic score from concrete signals — activity gaps, missing next actions, stage stalls, no decision maker identified, unsigned proposals, overdue tasks — and it shows its reasoning. It's not a machine-learning prediction, and we'd rather describe it accurately than dress it up.
How do we bill a pilot fee and then an annual agreement?
Both invoice from the deal or the implementation plan and collect through Stripe, as deposits or milestones. Recurring subscription billing and accounting stay in Stripe Billing and QuickBooks; invoices sync to QuickBooks Online or export for QuickBooks Desktop.
Does the CRM handle security and data-processing review?
Security questionnaires, DPAs, data-handling documentation, and architecture diagrams live in the deal's document library with version and approval status. The reviewer is added to the deal as a stakeholder with a role, so a stalled review has a name attached to it. For TotalDeal's own security posture, see the security overview.
What does it cost as we add reps?
Pro is $199 per month for unlimited users, so adding sellers doesn't change the bill. Starter is $99 per month for up to five users and covers the core sales workflow; AI, documents, portal, and invoicing are on Pro. Full pricing →
Related pages
See your AI sales cycle in TotalDeal
A 30-minute walkthrough covering your stages, stakeholders, pilot tracking, security review, implementation handoff, and billing path.