Meridian is the LightLeapAI platform for building any enterprise application you can imagine — starting with a prompt.
A CIO types one sentence. Meridian proposes a complete data model — objects, fields, relationships, roles, and rules — you review and confirm, and the platform writes a live, isolated tenant you can use in minutes. From there, the same conversation is how you change forms, build reports, and design workflows.
For years, campuses and enterprises rented their software back from big tech. Meridian is the alternative — a platform you actually own and control.
SIS, ERP, CRM, and point tools — a patchwork of subscriptions that don't talk to each other and lock your data inside someone else's roadmap.
Every meaningful change on a legacy system is a vendor engagement, a consultant statement of work, or a multi-quarter upgrade. You rent behavior you cannot change.
Intelligence is walled inside each separate app and billed as an upgrade, instead of being the substrate every workflow runs on.
Priorities are set for the average customer, not for you — and your institution waits in line for the features it needs most.
Reporting means exports, tickets, and a data team — instead of simply asking a question of your own records in plain language.
Meridian hands you the layers underneath the software — and lets you compose exactly what you need, in plain English, on infrastructure you control.
Describe a role, a tab, a workflow, or a data rule in plain language. The agent plans it, you confirm, and the platform writes it — every change audited.
Database-per-tenant isolation, field-level roles, and a single audited write path. Routine edits save with an Undo; high-stakes changes confirm inline first.
Your modules, your roadmap, optionally your fork of the code. AI is the substrate — every workflow can think, not just the ones you upgraded.
Meridian gives you the whole stack — the builder, the model, the APIs, the administration, and the data surface — composable and agent-native from line one.
Describe what you need in plain language. Meridian proposes a complete data model — objects, fields, and relationships — that you review and confirm before anything is written.
Create and edit objects and fields directly — types, requirements, origin, and field-level access — without code and without a release cycle.
Compose reports over the same governed records API your app runs on. Grouping, joins, filters, and CSV export — every run row-scoped and audited.
Describe an automation in plain language — 'when a section fills, waitlist the next student' — and Meridian lowers it into a governed workflow you approve inline before it goes live.
Turn plain-language policies — 'a bursar can't refund more than the balance on file' — into validation rules the runtime enforces on every write.
Author governed connections to email or any REST-shaped external system. Secrets are KMS-encrypted at rest, bound to your tenant, and rotatable without ever seeing plaintext.
Every object gets versioned REST APIs with OpenAPI docs, explorable in-app — so your application is integration-ready the moment it exists.
Manage every aspect of the application — roles, tabs, catalogs, rules, and usage — across isolated tenants from one governed studio.
Query, join, and create, update, or delete records in natural language — or drop into SQL — natively in the browser. Every change is previewed, confirmed, and audited.
Omnia is the conversational front door to the whole platform. Extend, enhance, and customize your application by talking to it — no support, vendors, or consultants required.
From one sentence to a governed, live application — and every change after it, by conversation.
Tell Meridian what you want to build in plain language. Omnia researches the domain and proposes a complete data model — objects, fields, and relationships.
You see the plan before anything is written — objects, roles, seeds, validation rules, and policies. Nothing changes until you approve it.
Meridian provisions an isolated, database-per-tenant application on AWS Aurora — real records, real APIs — and hands back a working URL.
Browse the live grid, import CSVs, and ask questions of your records in natural language or SQL — right in the browser.
Extend, enhance, and customize by conversation. Add a role, a tab, a workflow, or a rule — the agent plans it, you confirm, the platform writes it, audited.
Field-level roles, inline confirmation on high-stakes writes, and a single audited write path keep every tenant compliant from line one.
The Wisdom Module remembers what the platform learned from every prior release. When you approve the next change, the relevant lessons appear on the confirm card — so a known scar never repeats itself.
Your Software
Owned
Open Meridian and describe what you need. The same platform that runs a full Student Information System spins up a law-firm practice system, an HR and asset platform, or whatever you type — objects, APIs, and a natural-language data surface included.
Land on the templates picker with no login required. Pick a starter — Community-College District, HR, Law Firm — or type one sentence. Meridian provisions an isolated, database-per-tenant application on AWS Aurora and hands you the working URL. Total time: about thirty seconds.
Tell the platform what you need in plain language. Omnia researches the domain and streams back a complete proposal — objects, fields, and relationships — with a confidence score. You review and confirm before a single thing is written. Live on AWS Bedrock (Claude Sonnet 4.5) by default, with an automatic deterministic fallback so a demo never dies with the wifi.
Meridian gives you a live object designer — objects, field types, origin (core or custom), whether a field is required, and exactly which roles can edit it. Change the model without code and without waiting for a release. When the shape of the business changes, the shape of the application changes with it — the same day.
Compose reports by dragging fields onto a palette. Joins are validated against the same relationships that drive the runtime. Filters, groupings, and CSV export run through the same records API your app runs on — so a report can never see a row a person couldn't. Every export is audited.
The Workflow Studio takes a plain-language automation — 'when a bursar posts a refund over $500, notify the CFO' — and lowers it into a governed AutomationDef. You review the trigger, the conditions, and the effects, then confirm inline. The runtime writes the workflow; no consultant, no statement of work.
Author a connection to email or any REST-shaped external service — CRM, LMS, service desk, payment provider. Secrets are KMS-encrypted at rest, bound to your tenant, and rotatable without ever seeing plaintext. Every outbound call is audited. The eight-week custom-integration engagement collapses to an inline confirm card.
Data Studio runs live on AWS Aurora. Ask a question of your records in plain language — 'list all matters where the client name contains Atlas' — or drop into SQL for the nerds. Query, join, create, update, and delete, with every change previewed, confirmed, and audited. Semantic search on objects and records via AWS Bedrock embeddings, with a deterministic fallback so it works offline.
Omnia is the conversational front door to the whole platform. Describe a role, a tab, a workflow, or a data rule and the agent plans it, you confirm, and the platform writes it — every change audited. Extend, enhance, and customize without calling support, vendors, or consultants. The AI proposes; the human commits.
Tell Meridian what you want to own that you don't own today — the rest is engineering, and we have fifteen years of it. Provision a live tenant and change it by conversation from day one.
Meridian's flagship tenant is a full agent-native Student Information System for Prime-Meridian Community College District — a working demo you can drive today. Every persona runs against the same governed runtime; every write pauses on an inline confirm; every action is audited under the tenant.
Register for class, pay a bill, check financial aid, and see the degree audit — all on the same platform, in plain language.
Create sections, run degree audits against program requirements, manage holds, and roll grades — with the audit trail inline.
District receivables, ledger, payment plans, and audited refunds. Every high-stakes write pauses on an inline confirm card.
ISIR verification, packaging within COA, SAP evaluation, R2T4 — the whole regulated workflow, honestly audited.
My sections, roster, grade entry, and census certification. Raise an early alert on an at-risk student — it routes to their advisor.
Consolidated student 360, Student Education Plans, early-alert triage from Faculty, and hold clearance — the loop closes.
The Faculty → Advisor early-alert loop is a real end-to-end narrative — Faculty raises the alert, Advisor triages it, Student sees the result — all on the same tenant, all audited.
Meridian was built next to a full-fidelity Banner-to-Meridian migration critic — plus one each for PeopleSoft, Workday, and Anthology — that grades every release. If the runtime can't faithfully hold your legacy shape, we say so; we don't move a hut into a mansion and paint over the walls.
“Think of Meridian as a mansion you're moving into. Don't try to move a hut into a mansion. Re-imagine your living conditions in the mansion. And then move the furniture you think is worth moving from your hut.” — Kiran Kodithala, Meridian webinar, August 27, 2026
Meridian ships five governance surfaces you can inspect on any tenant. Isolation is a physical database boundary, not a hopeful WHERE clause. Every AI write pauses on a human. Every write — AI or not — writes an audit row in the same transaction. And the platform remembers what it learned so the next release doesn't repeat a known scar.
Every release is graded against a 13-article public constitution — small ships, verified trust, AI autonomy with human guardrails, truth over marketing, multi-tenancy, heartbeat, security, teacher-student ledger, attestation congruence, reliability, interpretability, 10× impact, continuous learning.
docs/mandates/QUANTUM_MANDATE.md — 13 articlesThe user sees, on every AI-driven surface, whether the reply came from live AWS Bedrock (Claude) or the deterministic offline planner. Live-by-default; automatic degradation on any error. Trust is what you show, not what you claim.
AI Builder · Omnia · Workflows · AI RulesEvery tenant gets its own physical Postgres database on AWS Aurora. Not a tenant-id column and a hopeful WHERE clause — an actual CREATE DATABASE, an actual boundary, an actual name in the connection string. RLS inside each tenant DB is a supplement, never a substitute.
AWS Aurora — RDS IAMEvery mutation writes a row to an append-only audit table under the tenant, in the same transaction as the write itself, with the actor's real principal, the resource, the before-and-after, and a scrubbed reason. There is no code path that mutates data without that row.
meridian.activity_log — governed storeEvery confirm card renders the relevant lessons the platform already learned from prior scars — pulled from a retrieval seam over the platform's own postmortems, ADRs, and learning-register entries. The next change is smarter than the last one because the platform remembers.
meridian.wisdom_evaluation — ADR-0058None of the above is a marketing claim you can't verify — every pillar names the file, table, or ADR you can read.
For the two weeks before launch, we moved N2N Services itself onto Meridian. HR, asset inventory, performance cadence, SOC 2 evidence, sales pipeline, and the sales-to-delivery handoff — five workflows that had never previously lived in one system — now run on one tenant, one audit log, one identity model, one row-scope guard. Nothing about the runtime changed to accommodate them.
The critic-and-eval loop caught invariant bugs (tenant isolation, honesty gates, row-scope narrowing). The internal tenant caught workflow bugs — the ones that only exist when a real person is trying to get a real job done.
An N2N staffer's Slack message became a service-desk ticket that became a release. Two loops covered different halves of the problem, and neither substituted for the other.
A student platform whose only tenant was a student demo would have been a student system with pretensions. Because Meridian runs N2N — HR, SOC 2 evidence, sales pipeline — it is what it says it is.
These are the LightLeapAI product line's numbers, not Meridian's — Meridian is new. They matter because Meridian is built on the exact same production stack (fraud intelligence, document intelligence, and the Helios integration spine) that already earned them. Platform figures as of Fall 2025, across the LightLeapAI product line; fraud and aid-protection totals are cumulative since launch.
Light Leap AI completely transformed our admissions process for Rising Scholars. What once took weeks of manual paperwork is now efficient, accurate, and lets our staff focus on what matters most. We’re truly happy with the results and excited to grow our partnership.
Clint Cowden
Assistant Superintendent/Vice President of Instruction & Student Services, Palo Verde College
We have been working with the N2N team for some time now and couldn’t be happier with their service and expertise. They’ve surpassed all our expectations.
Cem Erdem
CEO, AuguSoft Inc.
LightLeapAI ® virtually eliminated our fraudulent enrollment problem overnight, giving us real students, renewed faculty trust, and renewed hope for our college’s future. We’re truly grateful for their swift and effective partnership.
Dr. Jeannie Kim
President, Santiago Canyon College
The new fraud detection product doubled our ability to stop fraud, saves our teams time, and makes sure aid reaches real students. Integration was easy—even skeptics are now convinced. The product truly speaks for itself.
Dr. Jory Hadsell
Vice Chancellor of Technology, Foothill-De Anza Colleges
LightLeapAI ® automated our student services process, saving staff time, closing equity gaps, and ensuring students get quick access to the support they need. Our managers now respond instantly, making a real difference for our students.
Dr. Seher Awan
President, Mission College
I know how hard N2N team has worked to get us into position for the MyPath go-live. Please know we understand and respect the sacrifice of the N2N team to move BU forward.
Lee Johnston
Associate Vice Chancellor of Information Technology Services, Brandman University
Banner (R) Registration is a complex process and our system used to crash during critical registration periods. N2N's team assisted my campus with Performance testing the System and helped us create a reliable infrastructure for years to come.
Mia He
Director of Enterprise Systems, Wentworth Institute of Technology
The launch of the Brandman CBE Program is formally underway. I want to express appreciation to you and the N2N team for your leadership, commitment and good efforts to get us this far on our journey. Congratulations and many thanks, Kiran and team.
Phil Doolittle
Chief Financial Officer, Brandman University
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