We Build AI Systems That Work Inside Real Business Workflows
Punctuations helps operations, product, and technology teams automate document-heavy, call-heavy, and system-heavy workflows by connecting AI to the tools, data, and processes they already use.
30+
AI Experts
Since 2017
Proven track record
US & India
Global Delivery
Founded in 2017 · 30-person AI engineering team · Delivery across the US and India


















Our Core Capabilities
AI Workflow Integration
Connect AI to your documents, emails, applications, databases, and business rules to automate repetitive operational tasks
Enterprise Knowledge Search
Turn internal documents, portals, websites, and company knowledge into trusted answers employees can access instantly.
Document & Vision Intelligence
Extract, classify, validate, and route information from PDFs, forms, faxes, images, and handwritten documents.
AI Agents & Copilots
Build task-focused AI assistants that help teams search information, complete workflows, and make faster decisions.
Voice & Conversation Intelligence
Analyse calls and conversations to generate summaries, identify insights, and trigger the right next actions.
AI Product Engineering
Build production-ready AI features connected to your application, APIs, data, permissions, and infrastructure.
Your path to a live AI workflow
Discover
Identify workflow bottlenecks and opportunities.
Design
Map business processes, systems, and approvals.
Build
Develop AI workflows and automation logic.
Integrate
Connect to existing applications and data sources.
Validate
Apply testing, governance, and human review.
Launch
Deploy into production environments.
Support
Continuously optimize and scale workflows.
Our Leadership
Pascal Nunes
Director
Mukesh Yadav
Director
Anirudha Kore
Director
Projects in Production
Healthcare Document Intelligence
Automated fax, PDF, and handwritten document processing using AI Vision to deliver structured patient information for faster care coordination.
AI-Powered Enterprise Knowledge Assistant
Built an AI-powered knowledge platform that allows employees to instantly search and retrieve information from enterprise documents, reducing research time and improving operational efficiency.
AI Shopping Assistant
Delivered a multilingual AI assistant that provides product recommendations, order tracking, and 24/7 customer support directly within Shopify.
Frequently Asked Questions
No. Punctuations.ai is designed specifically as an integration layer. We connect your existing data sources to our AI engines and push the processed results back into the tools your team already uses.
Yes. We regularly integrate with CRM, ERP, SharePoint, databases, APIs, and internal tools.
We use confidence scoring, validation workflows, audit trails, and human review processes.
Most pilot workflows can be designed and validated within a few weeks.
Find one workflow worth automating.
Our team of AI engineers will audit your current manual processes and identify where AI can deliver the highest immediate ROI.