The quality-driven supply chain network
One network where suppliers, manufacturers, and brands connect — and quality documentation flows automatically instead of by PDF and email.
The Problem
Too much critical work still lives in inboxes, PDFs, and spreadsheets
Operations teams at regulated manufacturers spend their days on manual document reviews, cross-referencing data, and chasing follow-ups — because the documents that prove quality still move between companies by PDF and email.
Spec reviews
Manually cross-referencing specs across suppliers, versions, and formats.
COA checks
Line-by-line verification of certificates of analysis against requirements.
Formulation handoffs
Translating R&D decisions into documented manufacturing actions.
Supplier follow-ups
Chasing quotes, missing docs, and delayed responses across email threads.
Discrepancy resolution
Tracking down differences between what was ordered, received, and documented.
Manual QA reviews
Reviewing batch records, deviations, and quality docs one by one.
What if the network handled the work?
Share a document once and it reaches every partner who needs it. AI agents read it, check it, and follow up. That's the Amni Network.
One Graph. Three Doors. One Login.
Join the network where it helps you most
Every company enters through the door that fits — and every door feeds the same supply chain graph, so quality data entered once benefits every partner connected to it.
AMNI Watch
AI agents that do the work
The QA director that doesn't take vacation. From document review to supplier follow-up, AI agents on the network handle the operational work that slows regulated teams down.
Agentic QA
Review quality documents at the speed of AI
Automatically review specs, COAs, supplier docs, deviations, and batch records. Extract structured fields, flag mismatches against your requirements, and route issues to the right team members.
Certificate of Analysis
Bioscience Naturals · Ashwagandha Root Extract
Test results
| Parameter | Result | Limit | Status |
|---|---|---|---|
| Lead (Pb) | 0.08 ppm | ≤ 0.50 | Pass |
| Arsenic (As) | 0.12 ppm | ≤ 0.50 | Pass |
| Mercury (Hg) | 0.18 ppm | ≤ 0.10 | Flagged |
| Total Aerobic Count | 1,200 CFU/g | ≤ 5,000 | Pass |
| Yeast & Mold | 38 CFU/g | ≤ 100 | Pass |
Extraction fields
- Product
- Ashwagandha Root Extract
- Batch / Lot
- ARE-2406-B
- Manufactured
- 2026-03-12
- Expiry
- 2028-03-11
- Supplier
- Bioscience Naturals
Mercury exceeds spec limit (0.10 ppm). Recommend QA review before release.
Agentic R&D
Accelerate formulation and development workflows
Compare formulas, ingredients, suppliers, and requirements side by side. Turn unstructured product briefs into structured workflows. Organize decisions and documentation across R&D handoffs.
| Ingredient | v2.3 | v2.4 | Δ |
|---|---|---|---|
| Ashwagandha Extract | 300 mg | 300 mg | |
| Black Pepper Extract | 5 mg | 10 mg | +100% |
| Magnesium Glycinate | 200 mg | 200 mg | |
| Vitamin D3 | — | 25 mcg | New |
| Microcryst. Cellulose | 150 mg | 120 mg | −20% |
2 changes require R&D sign-off
Agentic Supply Chain
Coordinate sourcing and supplier operations
Manage RFQs, supplier outreach, order updates, and exceptions in one place. Monitor inbound documentation and commitments. Keep procurement, quality, and manufacturing aligned.
| Supplier | Document | Status | Updated |
|---|---|---|---|
| Bioscience Naturals | COA · ARE-2406-B | Received | 2h ago |
| Pacific Ingredients Co. | RFQ response | Pending | 1d ago |
| NutraRaw Supply | Spec sheet | Overdue | 4d ago |
| GreenField Extracts | COA · GFE-118 | Received | 3d ago |
4 suppliers · 2 awaiting documents
Document Intelligence
Turn documents into structured records and actions
Parse PDFs, spreadsheets, specs, COAs, and email threads automatically. Extract the data that matters and create actionable records your team can work with.
If
COA heavy metals exceed threshold
Then
Flag for QA review
If
Supplier quote missing MOQ
Then
Draft follow-up email
If
Spec conflicts with master spec
Then
Create discrepancy review
Checks run automatically on document intake
Workflows
Agents watch for what matters to you.
Built-in checks, tuned to your specs and SOPs during onboarding. Agents apply them to every document that moves — and route exceptions to the right person.
If COA heavy metals exceed target threshold
Flag for QA review and notify quality lead
If supplier quote is missing MOQ or lead time
Draft follow-up email requesting missing details
If formulation changes active ingredient dosage
Notify R&D lead and create change control record
If incoming spec conflicts with approved master spec
Create discrepancy review and pause approval workflow
Works with the systems and documents you already have
How It Works
From connected systems to automated operations
Connect your documents, inboxes, and systems
Link your email, shared drives, ERP, QMS, and supplier portals. amni.ai ingests and indexes everything.
amni.ai structures the work and detects issues
Documents are parsed, fields extracted, and data cross-referenced against your specs and requirements automatically.
Agents execute follow-ups, checks, and workflows
Agents draft responses, flag discrepancies, route tasks, and keep operations moving without manual intervention.
Your team reviews, approves, and moves faster
Humans stay in the loop for decisions that matter. Everything else runs in the background.
Results
Go live in days. See results immediately.
Review specs, COAs, and supplier docs in minutes instead of hours.
Catch discrepancies and compliance gaps that manual review overlooks.
Automate the follow-ups, routing, and back-and-forth between teams.
Enterprise Ready
Built for regulated environments
Secure Document Handling
Documents are encrypted in transit and at rest with enterprise-grade security.
Permissioned Workflows
Role-based access ensures the right people see and approve the right tasks.
Full Audit Trail
Every action, decision, and change is logged and traceable for compliance.
Enterprise Deployment
Dedicated cloud infrastructure with encryption, access controls, and full traceability — built to pass your security review.
FAQ
Frequently asked questions
amni.ai processes PDFs, Excel and CSV files, email threads, specs, certificates of analysis (COAs), batch records, supplier questionnaires, formulation documents, and more. If your team works with it, amni.ai can likely parse and structure it.
No. amni.ai works alongside your existing systems. It connects to your ERP, QMS, email, and document repositories to automate the manual work that happens between those systems — the reviews, follow-ups, and coordination that currently live in inboxes and spreadsheets.
Yes. During onboarding we tune the built-in checks to your specifications, limits, and SOPs — what to check, what to flag, and who to notify. Agents then apply them consistently across every document, and exceptions always route to a person for review.
All of the above. amni.ai is designed for cross-functional teams at regulated product companies. QA teams use it for document review and compliance checks, R&D teams for formulation workflows, and procurement and supply chain teams for supplier coordination.
Most teams are up and running within days, not months. Connect your systems, share your specs and SOPs, and amni.ai starts working — no lengthy implementation projects or custom integrations required.
amni.ai keeps humans in the loop at the points that matter. Agents execute routine work automatically, but flag exceptions and route critical decisions to the right team members for review and approval.
Security is foundational. amni.ai provides secure document handling, permissioned workflows, full audit trails, and enterprise-grade infrastructure. Your data stays protected and every action is traceable.
Join the quality-driven supply chain network
Pick your door — get discovered, put quality on watch, or run your plant on it. Your company may already be on the network.