Production-Deployed · Platform Overview

A new category of enterprise lab infrastructure

The hard work
is already done.

Node.js · React · MongoDB Atlas — single unified stack, zero tech debt, zero legacy subsystems. 53 purpose-built AI agents. Full compliance architecture enforced at the core — not configured on top.

100,000+
Lines of Production Code
453
End-to-End Tests
53
Test Suites
28
Platform Capabilities
53
AI Agents
15
PDF Generators
11
Compliance Frameworks
100/100
System Health Score

What's under the hood

A complete, production-deployed SaaS platform — not a prototype, not an MVP. Every major workflow is built, tested, and running in live labs today.

Per-Tenant Isolated Databases

Not row-level filtering. Every lab tenant receives a dedicated database instance. Cross-tenant data access is architecturally impossible — enforced by structure, not policy.

Single Unified JavaScript Stack

Purpose-built for lab compliance — one coherent platform, no polyglot sprawl, no legacy subsystems, zero tech debt.

AES-256-GCM Encryption

All sensitive data encrypted at rest with AES-256-GCM. TLS in transit. Credentials and integration secrets protected with tamper detection.

Bring-Your-Own Storage

S3-compatible storage layer supports AWS, Backblaze, DigitalOcean, Wasabi, Cloudflare R2, Azure Blob, and MinIO. Zero vendor lock-in on document storage.

AI Layer Built In, Not Bolted On

53 purpose-built AI agents embedded across every module. Every workflow was designed around AI from day one — not adapted after the fact.

White-Label Multi-Tenant Infrastructure

Every tenant deploys under their own brand — logo, colors, domain, email sender, and PDF templates. The platform is invisible. The lab's brand is front and center.

Equipment Register — calibration status, next calibration dates, and integration method badges
Equipment register with calibration status, traceability chain, and integration method badges (API / file / manual). Blocked from COA issuance if calibration is expired.

Proof it's not a prototype

The test infrastructure alone took months to build. It runs automatically — and every release must pass before it ships.

453
E2E tests

Including live 2FA verification, COA immutability probes, negative-path security tests, and compliance-only 21 CFR Part 11 assertions — not just happy-path smoke tests.

53
test suites

Covering every major workflow: COC, COA, QMS, SQF, Pharma/GMP, CLIA, EMR Integration, Ingest API, Client Portal, Trust & Compliance, equipment calibration, invoicing, AI agents, user personalization (saved filters, notification prefs, dashboard layout, custom fields, departments), and stress testing.

100/100
health score

Live system health score updated on every test run. Reviewed before every release. Not a vanity metric — a gating requirement.

15
PDF generators

Chain of Custody, Certificate of Analysis, COA Inspection Package, CAPA, Deviations, Complaints, Supplier, Internal Audit, Validation VSR, Agreement, Sample Worksheet, CLIA Audit Report, ISO 17025 Audit Report, Invoice.

System Test Agent — 453 passing, 0 failures, 100/100 health score, May 2026
453 end-to-end tests across 53 suites. Run monthly. Results published in the Platform Admin dashboard.

Latest system test

100/100

Health score · May 17, 2026

453

Tests passed

0

Failures

53

Suites

Full report available in Platform Admin → System Tests

Live score from the System Test Agent — updated on every test run.

The test suite is the due diligence receipt.

Most software companies tell you their platform is reliable. We run 453 automated end-to-end tests against our live platform every month and publish the results. The health score, failure count, and run date are visible in the Platform Admin dashboard — not a static page, a live result.

Labs operating under FDA, CLIA, and ISO 17025 cannot be our beta testers. Every feature ships after passing 453 tests — including live 2FA verification, COA immutability probes, audit trail append-only enforcement, and negative-path security checks. This is the minimum viable standard for regulated software.

For technical evaluators: this is your due diligence receipt. It tells you exactly what every module does, what every security control enforces, and what would break if someone changed the architecture without understanding it. Most platforms at any valuation cannot offer this. We publish it monthly.

453
End-to-end tests
53
Test suites
100/100
Health score May 2026
0
Failures
Quality Management System

A complete QMS — not an add-on.

CAPA, deviations, SOPs, internal audits, management reviews, and proficiency testing. The equivalent of Q-Pulse or MasterControl, built into the same platform as your LIMS.

CAPA Management
Deviation Tracking
AI SOP Developer
Internal Audits
ISO 17025 §8.9 Meetings
Proficiency Testing
Risk Assessment
Training Records
Vendor Validation Package
CAPA detail — root cause analysis, corrective actions, fishbone diagram, and effectiveness check
CAPA detail — root cause analysis, linked deviation, fishbone diagram, corrective actions with status, and effectiveness verification. Every field traceable to source.

Compliance built into the architecture

Not configurable options. Not marketing claims. Architectural enforcement — the kind that holds up in an FDA inspection.

21 CFR Part 11 — Architectural Enforcement

  • Tamper-evident audit trail on every action — user, IP, timestamp, affected record
  • Re-authentication required before every critical signature (COA issue, SOP sign-off)
  • Electronic signature declaration (§11.100(c)) included in the Vendor Validation Package
  • AI-powered readiness assessment scores your live system across 10 Part 11 categories

Vendor Validation Package (VVP)

  • 25+ page auto-generated IQ/OQ/PQ documentation bundle
  • Full Requirements Traceability Matrix (RTM)
  • GAMP 5 classification framework
  • Executed test cases and PQ templates included
  • Drop directly into a Computer System Validation binder

COA Immutability — No Admin Bypass

  • Once a COA is issued, no one can edit it — not platform admins, not us
  • SHA-256 cryptographic hash on every issued COA
  • Tamper detection via integrity check endpoint
  • Backed by 5-year immutable audit log retention
  • Metrological traceability chain — calibration cert to COA, per ISO 17025 §6.6
  • Automated calibration expiry validation on certificate issuance — blocks if expired

Training Currency Enforcement

  • Hard block on SOP sign-off if training is expired — not a warning, a system-level block
  • Training records linked to SOPs, equipment sign-offs, and COA approvals
  • Expiry tracked automatically across all lab staff

Granular RBAC & Separation of Duties

  • Permission-level access control beyond role presets — grant or revoke individual actions per user
  • Admin Compliance Agent detects ISO 17025 / FDA SoD conflicts before you save
  • Every permission change audit-logged with reason and the admin who made it
  • Department groupings with area-default test methods and equipment assignments

FAIR Data Publishing

  • Persistent FAIR identifier minted for every issued lab report — format: FAIR-{tenant}-{reportId}-{hex}
  • Sharing status: private / restricted / public — public reports served via stable URL, no login required
  • schema.org JSON-LD export for data repositories; DataCite-compatible JSON for DOI deposit via Zenodo, Dryad, or Figshare
  • PI ORCID iD and institution ROR identifier captured per report — machine-readable, funder-mandate ready
  • Funder mandate field supports NIH Data Management and Sharing Policy, Horizon Europe, and NSERC DORA

Grant Tracking & F&A Cost Allocation

  • Grant records with agency, award number, PI, budget, indirect rate, milestones, and required standards
  • Direct cost allocation from individual lab reports and sample submissions to grants
  • F&A (facilities & administrative) overhead computed automatically from the grant's negotiated indirect rate
  • NIH 15% MTDC cap enforcement in the built-in F&A calculator
  • Live burn-rate dashboard — colour-coded spend alerts at 60% and 85% of total budget

EU AI Act Compliance (Articles 9–17)

  • Automated assessment maps 9 EU AI Act articles to existing AILS controls — no manual evidence gathering
  • Article 14 (Human Oversight): re-auth on COA signing, manager override with re-auth, RBAC-enforced issuance gate
  • Article 17 (QMS): full quality management system — CAPA, audits, deviations, training, risk, proficiency testing
  • Article 15 (Cybersecurity): AES-256-GCM encryption, TOTP 2FA, 453 automated tests with adversarial pen-test scenarios
  • AI Act Compliance Advisor agent answers compliance questions based on your specific assessment results
  • Download a regulator-ready PDF gap report to hand to an auditor or a supervisory authority
21 CFR Part 11ISO 17025GLP / GMP / cGMPFDA / FSMA / HACCPISO 9001CLIAHL7 FHIR R4HIPAA / HITECH
SOP Library — revision-controlled SOPs with mandatory training gates, version history, and approval status
SOP Library — revision-controlled procedures with mandatory training gates. Expired training hard-blocks access at the API level, not just a warning.
Architecture Deep Dive

Agent Self-Reporting Loop — The Complete Self-Healing Architecture

53 agents watch themselves. The platform fixes itself. Humans approve every change.

Agent Self-Reporting Loop — Complete Self-Healing Architecture: 5 systems covering agent runtime self-reporting, system test suite integration, AI code analysis, human approval gate, and AI health report integration
Five interlocking systems: agent runtime self-reporting → system test suite → AI code analysis & diagnosis → mandatory human approval gate → AI health report integration. Every failure is caught, diagnosed, and human-approved before any fix is deployed.
Purpose-Built AI Agents

53 purpose-built AI agents

Not a generic chatbot layer. 53 specialized agents with deep LIMS context, embedded in every module — with full per-tenant data scoping.

LIMS Assistant
41 LIMS-aware tool calls — COC status, sample queries, equipment lookups, workflow guidance
Onboarding Assistant
Conversational lab setup — walks new tenants from zero to configured in hours
Support AI
Reads ticket context, resolves issues in real-time chat, auto-escalates with full context
ELN AI Writer
Voice dictation at the bench → structured, audit-ready lab notebook entries
21 CFR Readiness Assessor
Scores live system data across 10 Part 11 categories — printable FDA inspection report
CSV Mapping Agent
Auto-maps any instrument CSV export to AILS fields, builds reusable template library
Image-to-Results Agent
Photograph any bench sheet → structured results table → immutable COC attachment
Regulatory Intelligence AI
Maps regulatory standard updates to your live SOP library — clause-level impact analysis
AI Validation Co-Pilot
Generates IQ/OQ/PQ test steps, guides execution, exports a complete validation report
EMR Integration Agent
HL7 FHIR R4 connector to Epic, Cerner, Meditech — bidirectional order/result sync, field mapping, sync log review, and troubleshooting via agentic tool loop
SAP QM Setup Agent
AI-guided SAP QM configuration — walks you through connection setup with live testing, inspection lot mapping, and COA push configuration. No middleware, no implementation project.
EU AI Act Compliance Advisor
Answers compliance questions based on your specific assessment results — not generic guidance. Knows your Article 9–17 control status, gaps, and evidence.
Admin Compliance Agent
Compliance-aware chat for user and permission setup. Detects ISO 17025 / FDA separation-of-duties conflicts before they become audit findings. Embedded in the Users admin panel.
Standards Currency Monitor
Tracks every ASTM, ISO, IEC, and AOAC standard in use across your lab — checks publication currency, flags superseded methods before they reach a certificate, and blocks issuance until standards are current.

All 53 agents are scoped to the tenant's live data — fully private, no cross-tenant access.

Enterprise integrations

Bidirectional connections to the systems your enterprise already runs — no middleware, no implementation project, no consultant required.

SAP QM
Live

Native SAP Quality Management bridge

The only AI-native LIMS with direct SAP QM interoperability. AILS pushes finished COA results into SAP inspection lots and pulls new inspection lot requests from SAP to create COCs automatically — closing the loop between your lab and your enterprise ERP without a middleware layer.

  • Bidirectional sync — COA results out, inspection lots in
  • AI-guided setup agent with live connection testing
  • No middleware, no ETL pipeline, no implementation project
  • Full audit trail on every push and pull event
Salesforce CRM
Live

CRM sync — connect lab ops to your sales pipeline

Link your lab workflow directly to Salesforce. Push quotes, COA certificates, and results to contacts and opportunities — keeping your CRM and lab data aligned without manual re-entry.

  • Push COA certificates and results to Salesforce contacts
  • Sync quotes and proposals to Salesforce opportunities
  • Browse your Salesforce product catalogue from within AILS
  • AI-guided OAuth connection — authenticated in minutes
HL7 FHIR R4
Live

EMR integration — Epic, Cerner, Meditech

Native HL7 FHIR R4 connector for clinical labs. Bidirectional order and result sync, AI-assisted field mapping, and a sync log agent that monitors every transaction and surfaces issues before they become compliance events.

  • Bidirectional order/result sync via HL7 FHIR R4
  • Supports Epic, Cerner, and Meditech
  • AI field mapping agent — no manual schema work
  • Sync log review and troubleshooting via agentic tool loop
SAP QM Integration settings — AI-guided setup, connection testing, inspection lot mapping, and COA push configuration
SAP QM integration — AI-guided setup agent, live connection testing, inspection lot mapping, and COA push configuration. No middleware, no implementation project.

What would it cost to build this from scratch?

100,000+
Lines of production code
53
Test suites to maintain
11
Compliance frameworks enforced

Building a multi-tenant LIMS with this level of compliance architecture, AI integration, and test coverage from scratch takes years and a full engineering team. The platform is built. The compliance is baked in. The AI layer is running. What's left is putting it in the right hands.

See the infrastructure live.

Six sandbox environments. Real compliance data. AI guide included. No signup required.