While the room fills up · two questions in the chat
Tell us where you are coming from.
Drop your answers in the Google Meet chat. We will read what comes in before we begin.
1The subject you teach and your years at SALCC.
2One word: how do you feel about AI in your students' coursework right now?
Chani Saied, Bridge Point Scholars · Tuesday, 19 May 2026 · 10:00 AM AST
Tuesday, 19 May 2026 · A conversation with SALCC educators
Where we are. Where we are going.
Bridge Point Scholars Ltd. · Castries, Saint Lucia A working session with the educators of Sir Arthur Lewis Community College.
Section A · The hour
How we would like to use the time
1
Who we brought, and where we begin
Introductions, mission and vision, and how we read this moment in Caribbean education · 5 min
2
What students will see at the July launch
Platform walkthrough interleaved with three demos: Diagnostic + Quick Study, AI Tutor on a Caribbean item, SBA Helper · 25 min
3
CAPE in August
Phase 1 rails built, Phase 2 content fills in through summer, where lecturers shape what we build · 5 min
4
Bridge Point, Moodle, Keystone
Where the host LMS is thin, what we fill at launch, and what the institutional layer would add · 10 min · Jeff
5
Open discussion
Questions, concerns, and where this could go · 15 min
Section A · Introductions
Who we brought to the conversation
Four of us are with you today, each speaking to a different lens on what we are building.
Chani Saied
CEO & Co-Founder
Leads the conversation today and owns the academic vision, pedagogy, and institutional partnerships.
Jeffrey Saied
CTO & Co-Founder
Leads platform engineering, AI infrastructure, and the learning domain. Takes the architecture block (academic integrity, the Moodle comparison, and where this is heading).
Minelva Adrien Prosper
COO & Co-Founder
Runs operations, commercial structure, and the partnership side of any collaboration we agree on today.
Melicia David
Operations Officer
Capturing what we agree on so the follow-up is clean. Shares notes after the meeting.
Section A · What we are trying to do
Our mission and our vision
Two sentences that have not changed since we started. Everything else negotiable.
Mission
Make quality academic support accessible to every student in the Caribbean, regardless of location or income.
Vision
To be the Caribbean's academic infrastructure: built here, calibrated to our curricula, and trusted by the educators who shape the next generation.
Founded by Saint Lucian educators. The brief from day one was Caribbean curriculum first, not US tools adapted for the region.
Section B · Why we built it this way
Most EdTech is American.
Bridge Point is built where the students are.
We are aligned to CSEC and CAPE from the ground up rather than retrofitting US content for the region, and every question, setting, name, and currency reference defaults to Saint Lucian and broader Caribbean context. That brief has been the same since day one and is not something a future client can configure away.
Section B · What the data and the lecturers have surfaced
The diagnosis we are designing against
Two lenses. Dr. Sancha Meliat's empirical study of SALCC outcomes on the left. What lecturers across the region have flagged to us in the past eighteen months on the right.
SALCC institutional data · Meliat (2023)
What the regression analysis shows
Roughly one in four students ends semester one on academic probation, nearly twice the tertiary benchmark.
Foundation preparation predicts sustained GPA (logistic regression, OR = 4.17, p < .001).
Term-time employment is a school-side intervention point, not just a student-side problem.
Attendance does not predict sustained GPA. Standard LMS engagement alerts would misfire here.
What Caribbean faculty have told us
The pattern across the conversations
Mark schemes drift between lecturers who are each building their own quizzes inside the same course.
Student writing standards have declined since the pandemic and have not recovered to the level lecturers used to expect.
Generative AI use among students is outpacing institutional policy.
Foundation-level gaps surface late in CAPE Year 1, after the early signal would have been most useful.
Faculty time is going to grading rather than to teaching.
Our CAPE build is calibrated to both: Meliat's evidence on what predicts SALCC outcomes, and the practical pains lecturers have surfaced in working conversations across the region.
Meliat, S. (2023), pp. 269–273 (predictors); p. 228 (null attendance finding). Office of Institutional Effectiveness data, five-year window, n=180.
Section B · The literature behind our response
What the research has settled in the last six years
Four post-2020 findings that align with Meliat's evidence and shape what we built. Full citations on the references slide.
Nickow, Oreopoulos & Quan (2020)
NBER Working Paper 27476 · 96 randomised evaluations of tutoring
Personal tutoring is the most consistently effective intervention in the K–12 / post-secondary evidence base. Pooled effect size around 0.37 standard deviations, sustained across reading and mathematics. The challenge is delivering it at cost.
A guided AI tutor produced learning gains roughly double those of in-class active learning, in less time. The intelligent-tutoring effect that earlier work suggested replicates with modern LLM-backed systems, provided the tutor is bounded and grounded.
Carpenter, Pan & Butler (2022)
Nature Reviews Psychology · synthesis of three decades of evidence
Spaced practice and retrieval practice are among the most reliable findings in cognitive science. Mastery without scheduled re-exposure decays. Our adaptive review system implements both directly.
Kraft (2020)
Educational Researcher · effect-size framing for education research
Recalibrates how to read effect sizes in education. Sizes above 0.05 SD warrant attention; above 0.20 SD are large in this field. Helps interpret what Meliat's predictors imply at scale, and what tutoring effects mean for cohort outcomes.
Meliat shows the SALCC-specific problem. The post-2020 literature shows that tutoring works, that AI-mediated tutoring replicates the effect, and that retention requires structured re-exposure. Bridge Point operationalises all three.
Section C · The product
Bridge Point Scholars, today
Built and ready for the July 26, 2026 public launch. The figures below are verified as of 5 May 2026. The platform is in pre-launch with a growing waitlist.
35,607
Questions in the bank
30
Subjects · CSEC and primary
554
Instructional videos
33
Full study guides
87
Embedded PhET simulations
36
CAPE syllabi indexed (Phase 1)
The platform is built at bridgepointscholars.com, headquartered in Castries, and opens to students across the OECS and the broader Caribbean at the July 26, 2026 launch.
Section C · The student-facing surface
What a student does on Bridge Point
Seven areas of the platform that are built and ready for the July launch, none of them on a roadmap slide.
Question bank
35,607 questions with worked answers and step-by-step explanations
CSEC and primary content is built and ready for the July launch, with CAPE following in August. Every item carries a model answer and a student-facing explanation rather than a marker's key alone, and this bank is the spine that the diagnostic, Quick Study, and the AI tutor all draw from.
Diagnostic
Intake diagnostic
A timed diagnostic at sign-up identifies gaps and builds the student's personal study plan before they ever touch a tutor.
Adaptive
Quick Study
A mastery-driven practice mode in which a Bayesian model decides the next-best question for this student, on this topic, today.
AI
AI Tutor
Caribbean-context and mastery-aware, grounded in our content database. It scaffolds the student through the problem and refuses to hand back the answer.
AI
Writing Corner
Five-dimension essay feedback covering strengths, structure, ideas, vocabulary, and one concrete suggestion. The tool never rewrites the student's prose.
SBA
SBA Helper
A Socratic coach for CSEC, CAPE, and CPEA School-Based Assessments that questions and guides but never generates the work. It auto-builds the CXC AI Disclosure Form from the audit log.
Access
Accessibility layer
A single layer of accessibility features the student can toggle on at any time, including the OpenDyslexic font, Reader View, math-to-speech, click-to-define, high-contrast and distraction-free modes, and a low-bandwidth toggle for the parts of the region where that matters.
Section C · Demo
Demo 1 · Diagnostic plus Quick Study
Recorded directly on the platform using a test account. The account runs the diagnostic, then the personal study plan it produces drives Quick Study.
DiagnosticQuick Study
Section C · How the AI behaves
The AI Tutor as it actually behaves
Three design choices that distinguish a curriculum-native tutor from a generic chatbot.
1
Grounded in our content database, not the open internet
The tutor answers from our CSEC question bank, our study guides, and (since April) every CAPE syllabus we have ingested. RAG retrieval, not free generation. The student gets material the institution can trace.
2
Mastery-aware, not stateless
The tutor knows what this student has mastered and what they have not, from the same Bayesian model that drives Quick Study. It scaffolds where the gap is, not where the student is already strong.
3
Caribbean by default, with the prompt boundary set high
Every question we generate uses Caribbean settings, names, currency, and context. Dr. Phulgence's framing of AI as a valuable educational tool aligned with regional values is built into our prompt architecture, not surfaced as a configurable option.
Phulgence, W. (2024). AI Global South Summit 2024 keynote on inclusive education and Caribbean heritage preservation.
Section C · Demo
Demo 2 · AI Tutor on a Caribbean Studies item
A Caribbean Studies or Communication Studies prompt. We focus on refusal patterns, citation grounding, and how the tutor responds when a student asks for the answer outright.
Section C · Caribbean integrity at the centre
The two AI tools a Caribbean lecturer should look at first
Both are built and ready for the July launch, and both are calibrated to coach a student through their thinking rather than write for them.
Writing Corner
Essay feedback that respects the writer
Five dimensions of feedback: strengths, structure, ideas, vocabulary, and one concrete suggestion to act on next.
The tool never rewrites the student's prose. It identifies issues and asks the student to repair them.
Every submission and its structured critique are stored against the student so the same feedback can surface in a lecturer view in the institutional rollout.
It is useful across Communication Studies, Caribbean Studies, History, English A, and English B drafts.
SBA Helper
A Socratic coach with an audit trail
A guided chat and per-dimension structured feedback for CSEC, CAPE, and CPEA School-Based Assessments.
The system prompt enforces a hard boundary: the helper never generates SBA content, and every interaction is logged.
At submission time the platform builds the CXC AI Disclosure Form automatically from an immutable log of the conversation.
The lecturer sees the student's process, not just the product, which makes plagiarism structurally harder.
Architecture aligns with CXC (2025) Generative AI Policy Framework. Implementation notes in docs/context/content-database.md.
Section C · Demo
Demo 3 · SBA Helper and the auto-generated disclosure form
A student opens an SBA dimension, asks for guidance, and the disclosure form the platform auto-generates from the interaction log at submission time.
Section D · The build that lands in August
CAPE in August 2026
Phase 1 rails are built. Phase 2 content fills in through the summer with input from faculty at institutions that deliver CAPE.
Phase 1 · Engineering complete
The rails are ready
A selection of CAPE subjects is being onboarded across the summer, with the goal of opening Phase 1 of the CAPE content layer in August 2026.
Every CAPE syllabus uploaded and RAG-indexed; the AI tutor will know the syllabus content from day one of the August opening.
All three subscription tiers configured with a CAPE add-on at EC$5 above the current tier price: Explorer CAPE EC$14.99 / mo, Learner CAPE EC$34.99 / mo, Scholar CAPE EC$54.99 / mo.
CAPE tutoring sessions at EC$38 per session.
Reading Corner CAPE tab in place, ready to populate with CAPE-aligned readings.
Phase 2 · Through summer 2026
The content layer fills in
Per-subject topic tree: units, modules, specific objectives extracted from each syllabus.
Study guides per module, written and calibrated against the CAPE mark schemes.
Specimen papers ingested as practice. Applied Mathematics, Logistics, and Performing Arts ship with their specimens.
CAPE-aligned question generation across priority subjects, item-reviewed.
We are in active communication with CXC about content licensing for CAPE materials. That conversation, together with the lecturer feedback we are seeking from rooms like this one, is the deliberate reason CAPE Phase 1 opens in August rather than alongside the July public launch. The rails are ready. The content waits on the right partners and the right feedback.
Section E · Academic integrity by architectureJeff
Integrity by architecture, not by policy.
Detection has become a losing arms race, but architecture has not. We have built the integrity story into the platform itself: the coach is structurally prevented from generating the deliverable, the audit log cannot be edited by the student, and the disclosure form the lecturer receives stands up as evidence of how the work was actually produced.
UNESCO (2023) Guidance for generative AI in education and research calls for institutional infrastructure, not policy alone. CXC (2025) Generative AI Policy Framework is the regional anchor. Vanderbilt University (2023) retired Turnitin's AI detector after false-positive rates compromised its use. Detection failed; designed-in integrity is the alternative.
Section E · How to read what comes nextJeff
Three things on the table, named clearly before we compare them
For the next few slides we are going to talk about Bridge Point, Moodle, and Keystone in the same breath. Naming them up front so the comparisons land cleanly.
1 · What you just saw
Bridge Point Scholars
The student-facing platform from the demos. Mastery model, AI Tutor, SBA Helper, Writing Corner, content database, accessibility layer. Built and ready, waitlist open now.
Built and ready · opens July 26, 2026
2 · What SALCC runs today
Moodle
The institution's LMS. Course shells, enrolment, the gradebook, proctoring. Excellent at course delivery, thin on the academic-quality layer Meliat's data calls for.
Already in production at SALCC
3 · What we are building
Keystone by Bridge Point
An LTI 1.3 institutional layer. Surfaces Bridge Point's mastery model, AI tutor, SBA Helper, and lecturer dashboards from inside the Moodle course shell. Standards-based, reversible.
In build · pilot-ready 2026/27
The next slide names where Moodle alone is thin against Meliat's evidence and the research, what Bridge Point will deliver for the student at the July launch, and where Keystone surfaces the same capability inside the institution's existing Moodle.
Section E · Where Moodle alone falls shortJeff
Six gaps named, mapped to what we deliver at launch and what Keystone adds
Read across each row: what the evidence calls for, where Moodle is thin today, what the student-facing Bridge Point delivers at the July launch, and what changes when the same capability lands inside Moodle through Keystone.
What the data calls for
Moodle today
What Bridge Point delivers at launch
What Keystone adds inside Moodle
Personal study plans driven by mastery, not snapshots
Static quizzes. Score-only attempts. No mastery model.
Ready at launch. Bayesian mastery, paired-Elo difficulty, exponential forgetting decay drive Quick Study and the AI Tutor.
Surfaced inside the course. Lecturers see mastery distribution per cohort, per CXC objective, on the same Moodle page.Carpenter, Pan & Butler 2022; Nickow, Oreopoulos & Quan 2020
At-risk alerts that match SALCC's reality
Engagement-based only. Fires when a student has not logged in.
Ready at launch. Content-level alerts driven by Bayesian mastery rather than login frequency.
Pushed to the lecturer. Mastery-based at-risk alerts appear in the lecturer's Moodle course view and trigger re-teach recommendations.Meliat 2023, p. 228 · null attendance finding
CAPE / CSEC-aligned content corpus
No regional curriculum. Lecturers build from scratch.
35,607 questions built and indexed. All 36 CAPE syllabi RAG-indexed. Writing Corner, SBA Helper, AI Tutor all draw from the same corpus.
Pull into Moodle. Lecturers attach Bridge Point items, study guides, and AI activities directly into Moodle course shells.Phulgence 2024 · Caribbean by default
AI tutor with academic-integrity audit
Generic text completion. No SBA guardrails, no mark-scheme calibration.
Ready at launch. SBA Helper refuses to generate content. Auto-builds the CXC AI Disclosure Form from an immutable audit log.
Embedded in course shells. The SBA Helper and its disclosure form attach to Moodle submissions automatically.CXC 2025; UNESCO 2023; Vanderbilt 2023
AI grading against real CAPE / CSEC rubrics
Manual grading. No rubric-aware AI. Lecturer time goes to marking, not teaching.
Built into the platform. Five-dimension Writing Corner feedback and AI grading calibrated against CXC-style rubrics.
Lecturer-tunable rubrics. Lecturers edit the rubric inside Moodle, AI grading recalibrates, scores pass back to the Moodle gradebook.Kraft 2020 effect-size framing
Per-objective mastery breakdown to the gradebook
A single numeric score per activity. No per-objective detail.
Ready at launch. Mastery tracked per CXC specific objective inside the learning domain.
Structured AGS passback. Per-CXC-objective mastery delivered to the Moodle gradebook alongside the numeric score.Meliat 2023, p. 257 · 54% lecturer concern
We are not asking SALCC to replace Moodle. Moodle keeps doing what it does well. Bridge Point fills the student-facing gaps at the July launch, and Keystone is what makes the same capabilities visible to lecturers inside the Moodle courses they already run.
Section E · Where this is headingJeff
Where this is heading
Read bottom up. Bridge Point is the student-facing platform that opens on July 26, 2026. Moodle is the LMS the institution already runs. Keystone is the institutional layer that closes the gaps the previous slide named, inside the Moodle SALCC already runs.
Moodle
SALCC's existing LMS continues to handle course shells, the gradebook, enrolment, and proctoring. Nothing about that workflow needs to move.
Keystone
Bridge Point exposed as an LTI 1.3 external tool, installable in about thirty minutes. Students launch it from inside their existing Moodle course and never log into a second platform. Lecturer dashboards with cohort mastery and at-risk indicators, AGS gradebook write-back so mastery scores land in Moodle automatically, the SBA Helper and its disclosure form embedded directly in course shells, AI grading calibrated to lecturer-edited rubrics, and re-teach recommendations the lecturer can act on in the next class.
Bridge Point
The mastery model, AI Tutor, SBA Helper, Writing Corner, content database, and accessibility layer. An out-of-school enrichment platform built and ready, opening publicly on July 26, 2026. A SALCC student can join the waitlist now and subscribe at the July launch to use it alongside their existing lectures, with or without an institutional agreement in place.
The student-facing layer is available today. The Keystone layer is reversible and standards-based, so if SALCC ever uninstalls the LTI tool the Moodle environment reverts cleanly. This is the direction the conversation can lead, when the institutional side is ready, on SALCC's timeline.
Section F · Where you fit
Where SALCC lecturers can shape the August rollout
Roughly eleven weeks of CAPE build between this conversation and the August launch. Faculty input inside that window is high-leverage.
1
Subject prioritisation
CAPE is thirteen subjects across two blocks. Tell us which units should deepen first and we will sequence the content build accordingly.
2
Mark-scheme review
Help us calibrate AI grading on real CAPE rubrics. Two hours of a lecturer's time per subject shapes how thousands of student attempts get marked.
3
Sample-question feedback
As we generate CAPE-aligned items, we want lecturers to flag what is off. The feedback loop tightens item quality faster than internal review alone.
4
Specimen-paper context
Where the CXC specimens are thin, your lecturers know which past sessions and which exam patterns matter. We capture that as classroom-grade signal.
This is the closest equivalent of co-authorship without contracts. Your lecturers' fingerprints end up on the content their students will eventually learn from.
Section F · Pass it on
Help us reach more Caribbean educators
Our public launch for CSEC and primary lands in July, and we are aiming to bring CAPE online in August. Here are four ways SALCC educators can help us reach the students who would benefit, before any commercial conversation begins.
1
Share this deck across SALCC
Send the slides to colleagues, other departments, and educators at sister institutions. The deck is self-contained and opens in any browser.
2
Mention us to your students
CSEC and primary students can use Bridge Point today, and CAPE students will be able to join when the August rollout opens. A short word from a lecturer travels further than any advertising we can do.
3
Refer fellow educators across the region
Anyone who wants to follow the August CAPE rollout, contribute lecturer feedback, or just stay in the conversation as the build progresses is welcome.
4
Stay connected
Subscribe for product updates, follow our channels, and reach out directly for any follow-up. We answer every email a SALCC educator sends.
Whichever of these routes works for you, we are committed to addressing any question a SALCC educator raises. Email, a follow-up call, a working session with a department, or a written response that we send across SALCC: pick the format that fits and we will meet you there.
Section G · Take it with you
Two scans, everything you need
Save Chani's contact directly to your phone, or open the resources hub for the flyer, the one-pager, this deck, the tutor application, and student sign-up.
Scan 1 of 2
Save Chani's contact
Adds Chani Saied (CEO & Co-Founder) to your phone contacts with email, phone, and website.
Scan 2 of 2
All the SALCC resources
Flyer, one-pager for SALCC educators, this presentation deck, the tutor application, and student sign-up — all on one page.
Thank you.
For your time, your questions, and for spending part of your morning thinking with us about what CAPE delivery could look like in August.
A combination of recent post-2020 work alongside Meliat's SALCC-specific evidence and CXC's regional AI policy.
Carpenter, S. K., Pan, S. C., & Butler, A. C. (2022). The science of effective learning with spacing and retrieval practice. Nature Reviews Psychology, 1, 496–511.
Caribbean Examinations Council (2025). Generative AI Policy Framework. CXC, Bridgetown, Barbados.
Kestin, G., Miller, K., Klales, A., Milbourne, T., & Ponti, G. (2024). AI tutoring outperforms in-class active learning: a randomised controlled trial. Scientific Reports (Harvard Physics).
Kraft, M. A. (2020). Interpreting effect sizes of education interventions. Educational Researcher, 49(4), 241–253.
Meliat, S. (2023). Investigation of the Influence of School and Student-Based Factors on Sustainable Academic Performance at Sir Arthur Lewis College, Saint Lucia. PhD thesis, Unicaf University.
Mollick, E. R., & Mollick, L. (2023). Student use cases for AI: start of the school year. Harvard Business Publishing / SSRN.
Nickow, A., Oreopoulos, P., & Quan, V. (2020). The impressive effects of tutoring on PreK–12 learning: a systematic review and meta-analysis. NBER Working Paper No. 27476.
Phulgence, W. (2024). Keynote address. AI Global South Summit 2024: inclusive education and Caribbean heritage preservation.
UNESCO (2023). Guidance for generative AI in education and research. United Nations Educational, Scientific and Cultural Organization, Paris.
Vanderbilt University Office of the Provost (2023). Guidance on AI detection tools in academic work. Public communication on the discontinuation of Turnitin's AI detector.