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AI Integration

Put AI into the workflows costing you the most time.

We build AI workflows for support, sales, operations, documents, and search, connected to your own business data and plugged into the software your team already uses. Each one is tested for wrong answers before launch, keeps a person approving anything AI shouldn’t do alone, and is monitored after it goes live.

First workflow live in 4–6 weeks.

Find My Best AI Use Case →

20-minute call. We'll pick the highest-ROI workflow first. No AI pitch deck.

If the prototype doesn't hit the success metric we agree on, using your data, you don't pay for the build.

Example

Inbound customer email

Before

  1. Email arrives
  2. Employee reads it
  3. Searches the CRM
  4. Checks the docs
  5. Writes a reply
  6. Updates HubSpot

After

  1. Email arrives
  2. AI gathers context
  3. Drafts the reply
  4. Employee approves
  5. CRM updates automatically

5 manual steps becomes 1 approval

Grounded on your data · tested before launch · monitored after

Show, don't tell.

Three workflows, each shown doing the actual job step by step. These are examples of what we build. We publish time-saved numbers only once we've measured them on a real client.

Example

Support assistant

Can I change the plan on my account?
  1. 1Pulls up the account
  2. 2Checks the subscription
  3. 3Drafts the answer
  4. 4Queues the plan change for approval
Example

Invoice processing

  1. 1200 invoices uploaded
  2. 2Fields extracted
  3. 3Exceptions flagged for review
  4. 4Accounting sheet updated
Example

Knowledge search

What's our refund policy for annual plans?
  1. 1Finds the policy
  2. 2Answers with a citation
Answer shown with a citation to the source policy document.Source: Refund Policy › Annual plans

The Cursive AI Sprint.

One workflow at a time: find it, prove it on your data, then ship it into your stack.

  1. 01 / Find

    We map where your team loses time and pick the one workflow worth automating first.

  2. 02 / Prove

    We prototype it on your real data against a success metric we agree on up front.

    Backed by our guarantee
  3. 03 / Ship

    We connect it to your tools, add human approval where it matters, test the edge cases, and launch.

After launch, we monitor it and improve it from real usage.

A working AI workflow, not a prototype

Private data. Human controls. Measured results.

Role-based access · source-cited answers · approval steps · tested before launch · monitored after

We find the use case worth building
We connect it to your actual business data
We plug it into the software your team already uses
We test for wrong answers and edge cases before launch
Humans approve anything AI shouldn’t do alone
We monitor it after it goes live

Model selection · RAG pipeline · guardrails · evals · monitoring

Stop guessing where AI fits.

In 20 minutes we'll show you which workflow we'd automate first, what it takes, and whether it makes financial sense.

If the prototype doesn't hit the success metric we agree on, using your data, you don't pay for the build.

Find My Best AI Use Case →
20-minute strategy call

Book a strategy call.

Pick a time that works. In 20 minutes we'll show you which workflow we'd automate first, what it takes, and whether it makes financial sense. No AI pitch deck, no pressure.

  • A 20-minute call with someone who builds, not a sales rep
  • We scope what to do first and what it takes
  • You leave with a concrete next step, fit or not

Best for founders and operators ready to move in the next 90 days. Same-day and next-day slots open.

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Prefer to skip the calendar? Email info@cursivemedia.com or call (866) 633-4205.