Can we integrate with our existing ELN and LIMS?

Yes. We have integrations with BIOVIA, LabWare, STARLIMS, and most major lab informatics systems.

How does cost optimization work?

We model ingredient cost across recipes and variants, surfacing reformulation opportunities that respect regulatory and quality constraints.

Chemicals / Intelligent Formulation Manager

Intelligent Formulation Manager

We engineer centralized formulation and recipe management platforms that combine ingredient tracking, regulatory automation, and lab workflows — turning months of compliance work into days.

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35%

Faster time-to-market for new formulations

100%

SDS coverage across global regulations

Multi-region

Regulatory compliance automation

Trusted by global innovators

Industry Overview

Intelligent Formulation Manager: Engineered End-to-End

Formulation work has outgrown spreadsheets and shared drives. We build platforms that centralize the recipe, the lab, and the regulatory documentation — so chemists can focus on chemistry and compliance teams can sleep at night.

Industry Challenges

What Stops Most Teams From Solving This Today

Common friction points we hear from chemicals teams scoping this kind of platform.

Recipe Sprawl: Formulations and variants scattered across spreadsheets, ELNs, and lab notebooks.
SDS Lag: Updating SDS documents across regions is manual, slow, and audit-risky.
Lab-to-Production Gap: Lab formulations rarely transfer cleanly into production recipes.
Cost-Out Blindness: Ingredient cost optimization opportunities are buried in unstructured data.

Our Approach

Our Engineering Approach

We engineer for the operational reality — not the demo.

Centralized Formulation

One source of truth for recipes, ingredients, and variants across the organization.

SDS Automation

Automated SDS generation and translation across regional regulations.

Lab-to-Production Bridges

Clean handoffs from lab formulation to production recipes with traceability.

Capabilities

Production-grade features the platform ships with from day one.

Recipe Management

Versioned recipe management with variant tracking and approvals.

Ingredient Database

Centralized ingredient master with supplier, hazard, and cost data.

SDS Generation

Automated multi-region SDS generation in 40+ languages.

Regulatory Lookup

Real-time regulatory checks against REACH, TSCA, GHS, and more.

Lab Notebook Integration

Integration with major ELN and LIMS systems.

Cost Optimization

Ingredient cost optimization across recipes and variants.

Production Sync

Sync approved recipes into MES and production execution systems.

Compliance Reporting

Audit-ready compliance reports across regions and regulations.

How It Works

Reference Architecture

How data and decisions flow end-to-end.

Ingredient Master

Centralized ingredient master with supplier, hazard, and cost data.

Recipe Engine

Recipe management with variants, approvals, and full version history.

Regulatory Engine

SDS generation, translation, and regulatory checks.

Lab & Production Bridge

Bidirectional integration with ELN, LIMS, and MES.

Reporting & Audit

Compliance, cost, and operational reporting.

Engineering Stack

Technology Stack

A pragmatic stack chosen for reliability, speed, and ease of operation.

Backend

PythonTypeScriptPostgreSQLGraphQL

Regulatory Data

GHSREACHTSCACustom factor libs

Lab Integration

LabWare LIMSSTARLIMSBIOVIA ELN

Production

SAPWonderwareHoneywell

Apps

Next.jsReactTailwind

Infra

KubernetesVaultTerraform

Measured Impact

Quantified outcomes from production deployments.

35%

Faster time-to-market

100%

SDS coverage

40+

Languages supported

Audit-ready

Compliance posture

Specialty Chemicals Formulation Platform

A specialty chemicals manufacturer with thousands of products needed a single platform for recipe, SDS, and regulatory management across global operations.

The platform reduced new-formulation time-to-market by 35% and ensured 100% compliance with international SDS requirements across 40+ languages.

Case Study

Specialty Chemicals Formulation Platform

Use Cases

Where This Earns Its Keep

Common deployment patterns we see across customers.

Specialty Chemicals

Formulation management for specialty chemical manufacturers.

Cosmetics & Personal Care

Cosmetic regulatory compliance and SDS management.

Food & Beverage

Recipe management with allergen and nutritional automation.

Industrial Coatings & Adhesives

Formulation management for coatings, adhesives, and sealants.

Agrochemicals

Pesticide and fertilizer formulation with regional regulatory support.

Pharma Excipients

Excipient and intermediate formulation management.

Integrations

Integrates With Your Existing Stack

We connect to the systems your teams already know.

ERP

SAP S/4HANA

ELN

BIOVIA ELN

LIMS

LabWare LIMS

MES

Wonderware

CRM

Salesforce

Analytics

Snowflake

Compliance-First Development Services Backed by Global Standards

We build secure, scalable products designed for privacy, interoperability, and regulatory readiness from day one across every sector we serve.

General Data Protection Regulation

Implement lawful consent flows, data minimization, and secure processing for global data privacy.

Service Organization Control 2

Verified controls for security, availability, and confidentiality of enterprise data systems.

Information Security Management

Adhering to the international gold standard for managing information security risks.

Quality Management Systems

Ensuring consistent quality in software delivery and operational process optimization.

Our Edge

Why Global Leaders Choose Us

We combine deep technical expertise with industry-specific knowledge to deliver solutions that aren't just functional, but transformational.

Enterprise-Grade Security

We implement rigorous security protocols and compliance standards (HIPAA, GDPR, SOC2) across all industrial solutions to protect sensitive data.

High-Performance Scaling

Our architectures are built to handle massive data loads and user bases, ensuring seamless performance whether you're serving ten or ten million.

Accelerated Time-to-Market

Leveraging our suite of internal tools and proven frameworks, we reduce development cycles and get your product to market 40% faster.

Embedded AI Integration

Beyond simple wrappers, we build deep-learning integrations and predictive analytics directly into the core of your industry-specific workflows.

Engagement Model

Predictable, structured delivery from kickoff through long-term ownership.

Discovery & Scoping

We map the existing systems, constraints, and stakeholders to scope a focused 8–12 week first delivery.

Architecture & Pilot

A working slice on a representative environment — proving the data flow end-to-end before scaling.

Production Engineering

Hardened services, observability, access controls, and audit logging go live behind your IAM.

Operate & Iterate

We stay on as the embedded engineering team — closing tickets, tuning models, and shipping new value.

Voices of Success

We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.

"I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly."

Aaron Phelan

Founder, Benchmark

"Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together."

Kim Smith

Founder, My Lauren

"Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective."