AI, Software & SaaS Development for Manufacturing
GrayCyan builds custom AI applications, manufacturing software, SaaS products, web and mobile applications, and intelligent automation for manufacturers and industrial technology companies.
Whether you need to build a new product, add engineering capacity, connect existing systems, or automate manual work, we bring AI and software engineering together in one development team.
As featured in
PROBLEMS WE SOLVE
What Manufacturers & Industrial Technology Companies Come to Us to Fix
If any of these sound familiar, you’re in the right place.
"We need to build or accelerate a digital product."
You have an industrial SaaS platform, AI application, customer portal, mobile app, custom software product, or new feature to build, but need the engineering expertise and capacity to get it into production.
Product Development
"Our engineering roadmap is moving faster than our team can support."
You have the product and priorities, but not enough development capacity. Add AI engineers, software developers, integration specialists, QA, and other technical resources to move critical initiatives forward.
Engineering Capacity
"We still spend too much time doing work manually."
Your teams are still moving data between ERP, quality, procurement, production, engineering, and other systems manually. AI and software automation can remove that repetitive work.
Workflow Automation
Nishkam Batta
Founder & CEO, GrayCyan LLC
Ex-Sales Engineer, $15Bn Engineering Company
AI Engineer (MIT Sloan) since 2018
ROOTED IN EXPERIENCE
Built on Engineering, Software & Real Manufacturing Experience
Nish began his career as a chemical engineer inside a $15Bn engineering company, working around complex industrial operations, technical systems, and the realities of getting technology adopted in real operating environments.
That experience shaped GrayCyan’s approach to software development. Manufacturing technology cannot be built in isolation. New SaaS products, AI applications, mobile and web apps, integrations, and automation have to work alongside ERP, MES, quality systems, engineering data, production workflows, and the people using them every day.
Since moving into software and applied AI, Nish has led GrayCyan in building custom applications, SaaS platforms, AI systems, integrations, and automation for manufacturers and other businesses. Today, clients use GrayCyan either to build products end to end or to add experienced AI and software engineering capacity to their existing teams.
We're a Manufacturing Software & AI Dev Company
Built for Compliance Driven Manufacturers
Manufacturing technology has to work across complex operations, legacy systems, quality requirements, and regulated environments. We build AI applications, SaaS products, custom software, integrations, and automation designed around those realities, whether you are launching something new, extending an existing platform, or modernizing the systems you already rely on.
Aerospace
AI built for AS9100 and NADCAP environments — automating documentation, supplier traceability, and audit readiness across every work order.
AS9100
AS9120
NADCAP
ITAR
Meat & Food
From HACCP logs to USDA recordkeeping — AI that captures smoker readings, COA data, and traceability records automatically, without manual transcription.
USDA
HACCP
SQF
BRCGS
Pharma & Devices
21 CFR Part 11 compliant AI workflows — automating batch records, deviation logging, and audit trails so your quality team spends less time on paperwork.
cGMP
21 CFR Part 11
ISO 13485
Cannabis / CBD
AI built for Health Canada and state regulatory environments — automating seed-to-sale traceability, SOPs, and compliance documentation across every facility.
Health Canada
GPP
State Reg
Oil & Gas
API Q1/Q2 and ISO 29001 compliance without the manual overhead — AI that logs inspections, manages supplier records, and keeps your QMS audit-ready.
API Q1 / Q2
ISO 29001
ASME
Automotive
IATF 16949 and VDA 6.3 ready — AI that automates process audits, supplier scorecards, and quality records so your team focuses on production, not paperwork.
IATF 16949
ISO 26262
VDA 6.3
MANUFACTURING PRODUCT DEVELOPMENT
From MVP to Production-Ready Industrial Software
Manufacturing software has to work in the real world, across production environments, legacy systems, complex workflows, engineering data, user roles, integrations, and industry-specific requirements.
GrayCyan designs and builds manufacturing SaaS platforms, custom software, web and mobile applications, portals, internal tools, and AI-enabled products. We can start with an MVP, extend an existing application, or take an established roadmap that needs additional development capacity.
Our teams cover product architecture, UX, frontend, backend, APIs, AI, integrations, cloud infrastructure, QA, deployment, and ongoing development.
MVP
Validate and launch faster
WEB & APPS
Customer and internal applications
SAAS
Platforms built for growth
ENGINEERING CAPACITY
Add the Engineering Expertise Your Roadmap Needs
Not every project requires outsourcing an entire product. Sometimes you already have the product, architecture, and internal team, but simply need more experienced engineers to move the roadmap forward.
GrayCyan can add AI, software, integration, QA, and cloud engineering capacity alongside your existing team. Resources can support a defined workstream, expand a product team, or stay engaged as ongoing development capacity.
EMBEDDED WITH YOUR TEAM
Engineering capacity without the hiring cycle
Add experienced technical resources when and where you need them, while your existing team keeps control of the product, priorities, and roadmap.
Add engineers experienced in LLM applications, RAG, agents, document intelligence, and AI-enabled product development.
Give employees a secure way to search policies, procedures, operational documentation, training materials, and approved organizational knowledge using natural language. Frontend, backend, APIs, databases, portals, SaaS platforms, and custom applications.
APIs, ERP platforms, core systems, QMS/WMS platforms, accounting systems, data environments, and proprietary applications.
Testing, deployment, infrastructure, CI/CD, monitoring, and production support.
Built for Manufacturing
Industrial AI - Built For The Factory Floor
Industrial technology has to work inside the realities of manufacturing, where critical information is spread across ERP, MES, QMS, PLM, maintenance systems, engineering records, production data, and the shop floor. Whether we are building an AI application, custom software, mobile or web app, SaaS product, integration, or automation workflow, we design around the systems, people, and operational constraints already in place.
Maintenance
Handwritten notes → structured ERP entries
Production
Auto-generated shift handover summaries
Compliance
Labeling errors caught before the line
MVP to Scale
Industrial product development
Build manufacturing SaaS, AI applications, portals, mobile apps, and custom software from an initial MVP through production and continued development.
ERP, MES or QMS
Built around your existing stack
Connect new software and AI with the systems already running your operation, including ERP, MES, QMS, PLM, WMS, databases, and custom applications.
Regulated by Design
Built for compliance-driven environments
Design software around the traceability, permissions, records, quality, and audit requirements relevant to AS9100, NADCAP, FDA, USDA, ISO, API, IATF, and other regulated environments.
Let’s
Talk
If You’re Building in Manufacturing, Let’s Have a Conversation.
Whether you need to build a new AI or software product, add engineering capacity, integrate existing systems, or automate a manual workflow, tell us what you’re working on and we’ll help you map the right path forward.
CLIENT RESULTS
What this looks like in practice
85%
Reduction in manual data entry
ERP middleware automation
MANUFACTURING
AI AUTOMATION
90%
FASTER REPORTING
Engineering Proposals Automated
SOFTWARE
PORTAL
AI DEV
INDUSTRY
100%
System Uptime
Post-migration stability restored
SAAS
AI Chatbot
FINANCIAL
Engineering Capacity
3X
higher perceived response quality
Emotion-aware AI governance layer
SAAS
AI DEV
SERVICES
HOW WE SOLVE IT
AI built for how manufacturing actually works
From engineering and production to quality, supply chain, and maintenance, we build software and AI around the systems, data, and workflows manufacturers already rely on.
01
Engineering & BOM
Extract specs from drawings, flag ERP inconsistencies, maintain BOM versions across engineering and production.
02
Quality & Compliance
Digitize quality workflows, CAPA, inspection records, audit evidence, traceability, and regulated documentation across AS9100, NADCAP, FDA, USDA, ISO, IATF, and other environments.
03
Custom Manufacturing Apps
Build portals, dashboards, internal tools, mobile apps, SaaS products, and custom applications around workflows that ERP and off-the-shelf software do not handle well.
04
Production & Scheduling
Create software and AI capabilities for WIP visibility, shift handoffs, production reporting, bottleneck analysis, scheduling support, and shop-floor workflows.
05
Supply Chain & Procurement
Connect purchasing, suppliers, inventory, RFQs, orders, receiving, and finance workflows across ERP, supplier portals, spreadsheets, and external systems.
06
Maintenance & Asset Health
Build mobile and web tools, integrations, AI applications, and predictive capabilities around work orders, maintenance records, equipment history, downtime, and asset data.
FULL CAPABILITIES
Everything we can help you with
Beyond the manufacturing use cases above, here is the full scope of what GrayCyan delivers across AI, custom software, SaaS, integrations, automation, and engineering capacity.
Manufacturing SaaS Development
WIP Update & Shift Summary Automation
ECR / ECO Change Log Management
Custom Manufacturing Software Development
Downtime Log Classification & Trend Detection
ERP ⇿ PLM ⇿ Catalog Sync & Inconsistency Flagging
ERP Data Extraction & Structuring
Production Bottleneck Detection
Legacy Application Modernization
RAG Knowledge Systems (SharePoint, Teams, PDFs)
Schedule Load & Capacity Suggestions
Technician Note Summarization
Custom AI Copilots for Engineering Teams
QC Note Extraction & Defect Classification
Maintenance Scheduling Suggestions
Vendor Quote Extraction & Comparison
Inspection Report Auto-Generation
Multi-System Agentic Workflow Orchestration
Auto-Generated RFQs, PRs & Follow-Ups
CAPA Summary & Audit-Ready Packet Preparation
Compliance Automation (ISO, NADCAP, USDA, Health Canada)
Landed Cost Sheet Automation
Web & Mobile App Development
AI Monitoring, Accuracy & Governance Dashboards
Supplier Scorecard & Performance Tracking
BOM Version Control & Update Suggestions
Ongoing AI Optimization & Support Retainers
PO → GRN → Invoice Reconciliation
Engineering Drawing & Datasheet Extraction
MVP Design & Development
AI Myths v/s Reality for Manufacturers
Myth
A custom manufacturing application means a long, expensive transformation.
Reality
You can start with a focused MVP, integration, mobile app, portal, or workflow and expand it incrementally as users validate what works.
Myth
You need to replace your ERP system to use AI.
Reality
New AI applications, custom software, portals, integrations, and automation can be built around the ERP, MES, QMS, PLM, WMS, and other systems you already use.
Myth
Your internal engineering team has to build everything itself.
Reality
GrayCyan can own an entire product build, deliver a defined workstream, or add AI, software, integration, QA, and DevOps capacity alongside your existing team.
Myth
AI and custom software are only practical for large manufacturers.
Reality
Focused software and AI projects can solve very specific operational problems without requiring an enterprise-wide program, new infrastructure, or a massive internal development team.
WHY GRAYCYAN
What actually sets us apart
01
AI + Software Engineering Under One Roof
From AI applications and SaaS platforms to custom software, integrations, and automation, one team can take a manufacturing technology initiative from architecture through production.
02
Deep Manufacturing Fluency
From USDA meat processing to cannabis, industrial valves, aerospace, and stamping, we understand the production floor, quality systems, engineering workflows, and regulatory environments around the software.
03
You Own the IP
Everything we build belongs to you. No vendor lock-in. No licensing fees on the system we built together.
04
Built Alongside Live Production
We build while you run. No shutdowns, no parallel testing phases that drag on. AI goes live incrementally with zero disruption.
05
A Founder Who Speaks Your Language
No account managers. Nish — chemical engineer, MBA, 8 years in AI — is present on every engagement from discovery to delivery.
how we work
Manufacturing Technology Delivery: How GrayCyan Works
Complex manufacturing technology projects move faster when the product, users, systems, data, and technical constraints are understood before development begins. We work in focused increments so stakeholders can see, test, and shape what is being built throughout the engagement.
Typical timeline
01
Discovery & Solution Design
We define the business problem, users, requirements, workflows, data, existing systems, integrations, and technical constraints. From there, we shape the product scope, architecture, priorities, and development roadmap.
02
Prototype & Build
Our product, AI, and software teams turn the requirements into working software. Development happens iteratively so stakeholders can review functionality early rather than waiting until the entire project is complete.
03
Integrate, Test & Deploy
We connect the solution with the ERP, MES, PLM, QMS, WMS, APIs, databases, and other manufacturing systems it needs to work with, then move through QA, security, user validation, and production deployment.
04
Scale & Continuously Improve
After launch, we can continue developing new features, improving performance, expanding integrations, optimizing AI capabilities, or providing ongoing engineering capacity as your roadmap evolves.
MANUFACTURING SYSTEM INTEGRATION
Build Around the Systems You Already Have
The first question we hear from manufacturers is often: “Do we have to replace our ERP or existing systems?” In most cases, no.
Manufacturers have invested years configuring ERP, MES, PLM, QMS, WMS, databases, and specialized applications around their operations. Replacing those systems can be expensive, disruptive, and unnecessary.
GrayCyan builds new AI applications, custom software, SaaS products, portals, mobile apps, integrations, and automation around the technology you already use. We connect through APIs, middleware, databases, and other available interfaces so new functionality can work with your existing environment.
That means you can modernize incrementally, launch new applications, connect fragmented systems, add AI capabilities, and improve workflows without rebuilding your entire technology stack.
GrayCyan works with
Oracle
Epicor
SAP
Infor
Microsoft Dynamics
Fishbowl
Odoo
+ Others
For manufacturers evaluating AI implementation, the goal should not be replacing systems that already work. Instead, it should be extending their value with automation and intelligence.
The impact can be monumental. In one Fishbowl ERP deployment, GrayCyan reduced manual data entry by 85%, cutting daily manual entry time from approximately 12 hours to under 2 hours.
85%
Reduction in manual data entry
Daily manual entry cut from ~12 hrs to under 2 hrs. Automated PO imports, syncing, and reconciliation created one unified data workflow — improving accuracy and freeing teams for higher-value work.
Let’s
Talk
If You’re Building in Manufacturing, Let’s Have a Conversation.
Whether you need to build a new AI or software product, add engineering capacity, integrate existing systems, or automate a manual workflow, tell us what you’re working on and we’ll help you map the right path forward.
Frequently Asked Questions
What is AI in manufacturing?
AI in manufacturing uses artificial intelligence to help manufacturers analyze information, automate work, improve access to knowledge, support operational decisions, and add intelligent capabilities to existing software and systems. Applications can include AI agents, computer vision, predictive models, document intelligence, engineering copilots, and AI features embedded into manufacturing applications.
Does GrayCyan build custom software and SaaS products for manufacturers?
Yes. GrayCyan builds manufacturing SaaS platforms, custom web and mobile applications, portals, dashboards, internal tools, APIs, AI-enabled products, and software designed around workflows that ERP and off-the-shelf applications do not handle well.
What is industrial AI and how is it different from general AI?
General AI works with broad language and information. Industrial AI is designed around manufacturing-specific data and workflows such as BOMs, engineering drawings, production records, inspection data, maintenance history, quality documentation, ERP data, and shop-floor operations.
Can GrayCyan build an MVP for a manufacturing or industrial technology product?
Yes. We can take an industrial product from discovery and MVP definition through UX, architecture, frontend and backend development, APIs, integrations, AI capabilities, testing, deployment, and continued product development as the product grows.
Can GrayCyan provide engineers to work with our existing team?
Yes. We provide AI engineers, full-stack developers, integration engineers, QA, DevOps, and dedicated development teams. GrayCyan can own a defined workstream, add specialized capacity alongside your existing team, or support an ongoing product roadmap.
Can GrayCyan work with our existing ERP, MES, PLM, QMS, or WMS?
Yes. We build around existing manufacturing systems using APIs, middleware, databases, and other available interfaces. New software, AI capabilities, portals, integrations, and automation can often be added without replacing the systems already running your operation.
Can GrayCyan build software for regulated manufacturing environments?
Yes. We design applications around the quality, traceability, permissions, records, auditability, and workflow requirements relevant to the manufacturer’s environment. Depending on the industry, that may include AS9100, NADCAP, ITAR, USDA, HACCP, FDA and 21 CFR Part 11, ISO 13485, API Q1/Q2, IATF 16949, and other applicable standards or regulations.
Can GrayCyan take a manufacturing technology project from idea to production?
Yes. We can support discovery, product definition, architecture, UX, AI and software development, integrations, QA, deployment, and ongoing development. We can own the complete engagement or join at a specific stage where additional engineering expertise or capacity is needed.
Let’s
Talk
If this sounds like your operation, let's have a conversation.
Contact us
Services
- AI Strategy & Readiness
- Predictive Intelligence & Automation
- Custom AI Assistants
- Workflow AI Agents
- Agentic systems
- Data Connections & System Integration
- Predictive Monitoring and Business Insight Models
- Monitoring, Accuracy & Compliance
- AI Support & Continuous Optimization
OFFICES
2810 N Church St.,
Wilmington, DE 19802
GrayCyan CT Office
20 Church St.,
Hartford, CT 06103
GrayCyan ON Office
210, 5800 Ambler Dr.,
Mississauga, ON L4W 4J4
Contact
- +1(470)823-8086
- 1(888)932-3380
- hello@graycyan.com
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