For SAT and test-prep academies

Turn missed practice into a clear next step.

Give students one useful action between sessions—with your materials, your workload rules, and your tutors in control. See who still needs help without treating one practice answer as progress.

Founder-led: early partners work directly with Sibo from workflow review through configuration. Questions before booking? Share your workflow with Sibo.

College consulting teams: see the Northstar admissions proof.

Summit SAT AcademyInteractive sample

Missed practice → a manageable next step

MC

Maya Chen

Inference needs attention · mock in 12 days

Try changing the academy’s daily cap

Student’s next action · 24 minutes

Inference Drill: Claims and Evidence

Inference is Maya's lowest current skill, the next mock is in 12 days, and the full practice drill fits the 30-minute workload cap. Staff review is required.

Staff approval required. No parent message sent. Synthetic case—not customer results.

Try the full student and staff workflow →

60-second product proof

See the full loop—not just a dashboard.

Start with a missed task and flat skill signal. Apply the academy's policy, try the student preview, then see exactly what changes—and what still needs staff review.

Less coordination. Clearer decisions.

Your teaching method—not a generic AI chatbot.

01 / WORKFLOW

Instead of searching through reports

Review a missed task, skill signal, and upcoming test together. Select from your approved materials—not invented assignments.

02 / WORKFLOW

Instead of giving another long to-do list

Give the student one explained next action that fits the academy's workload cap. Staff can choose a shorter resource before approval.

03 / WORKFLOW

Instead of assuming the problem is solved

Record the response, preserve the open assignment, and show staff what still needs review. Parent communication stays permissioned.

College-advising proof path

Make your advising roadmap work between every meeting.

Advising teams can configure milestones, activities, opportunities, and parent visibility around their own roadmap. The aim is the same: one manageable next action, with advisors retaining oversight.

The public workflow stays focused on the test-prep use case. During a qualified walkthrough, the same product can switch to Northstar to show the full advising contrast. Northstar is sample demo data, not a customer deployment.

Explore the advising configuration

Studio

Choose goals, activities, opportunities, roadmap modules, advisor style, workload, and parent visibility in business language.

Student

Turn the current admissions milestone and approved resources into one manageable next action with a clear reason.

Parent + staff

Share parent-safe progress while routing deadline, completion, and milestone signals to the people who should step in.

Start with your workflow

See the fit before you commit.

Start with a free, founder-led evaluation: one workflow, one synthetic case, and up to three approved resources. We review the configured example together and decide whether deeper work is worthwhile.

Guided evaluation: free

One configuration pass and one review. No card required. Live student accounts, integrations, and unlimited custom work are not included.

Discuss a free evaluation

Optional next step

Four-week design-partner pilot · $2,500

Included in the four-week pilot

One test-prep, tutoring, or advising workflow
Up to 25 synthetic or anonymized sample cases
Founder-led configuration and weekly review
Written success criteria before launch

Paid only after written scope. Ongoing service and any monthly subscription are separately agreed; production access is not included.

Compare the evaluation and paid pilot

Not ready to book?

Tell us the workflow you want to improve.

Share a pilot question and we’ll reply personally. Booking a call remains the fastest way to assess fit.

No newsletter signup. We use these details only to reply about your pilot question.

Early-access trust

Confident about what is demonstrable today.

Two real, seeded demo tenants: Summit SAT Academy and Northstar College Consulting.
Live settings change the branded student, parent, and staff experiences.
Early-access pilots stay narrow and permissioned; no customer deployments or compliance certifications are claimed.

The guided demo uses sample data and rule-based recommendations; AI conversations are simulated. Production student access and integrations are outside this initial pilot. Real student data requires verified access controls and agreed data terms. Read the privacy posture.