Turn raw prospect lists into ranked opportunities with enriched customer profiles, buying signals, and recommended next steps for sales teams.
AI Agent GSG
Enterprise AI agents and intelligent workflow automation for sales, support, operations, knowledge management, and business growth systems.
Core Solutions
Practical AI agents for real business operations
AI Agent GSG designs, builds, and integrates AI-native software systems that connect enterprise data, APIs, SaaS tools, and human approval workflows.
Lead Agent
Automate B2B lead research, ICP matching, personalized outreach, and follow-up reminders.
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Workflow Agent
Turn repeated business processes into monitorable AI workflows across email, sheets, CRM, and internal APIs.
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Knowledge Agent
Transform company documents, policies, and project records into searchable, source-grounded AI knowledge bases.
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Use Cases
Business workflows ready for AI agent automation
AI Agent GSG focuses on practical systems that can be executed, monitored, integrated, and improved across real business teams.
Generate tailored emails, LinkedIn messages, call scripts, and follow-up content based on ICP, customer context, and campaign objectives.
Extract, classify, deduplicate, and update customer information across spreadsheets, forms, CRM records, and internal databases.
Classify inbound requests, summarize customer context, suggest responses, route urgent issues, and keep service teams aligned.
Let employees and support teams ask natural-language questions across product materials, policies, PDFs, FAQs, and project documents.
Provide source-grounded answers for internal guidelines, compliance materials, operating procedures, and training documentation.
Collect operating data, generate daily or weekly summaries, highlight anomalies, and send management-ready reports.
Coordinate research, lead scoring, message generation, CRM updates, follow-up scheduling, and performance review across multiple agents.
Build web applications, APIs, dashboards, automation utilities, and SaaS prototypes with AI agents embedded into the workflow.
Case Studies
Selected client engagements
Snapshots of pilots and rollouts we have delivered. Names are kept generic out of respect for ongoing client agreements.
B2B SaaSSingapore & SEAFrom 200 cold leads a week to a ranked, personalized pipeline
We built a Lead Agent pipeline that researches accounts, scores them against ICP, and drafts outbound messages for the BDR team to approve and send.
- +42%
- Qualified meetings booked
- -65%
- Hours spent on manual research
- 5 weeks
- From kickoff to first production run
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Professional ServicesSingaporeA knowledge base that finally answers the right question
We unified seven years of project decks, contracts, and proposals into a Knowledge Agent that the consulting team queries in natural language with full source citations.
- 80%
- Tier-1 internal questions self-served
- -30%
- Time to draft a new proposal
- 100%
- Answers backed by source links
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E-commerce & RetailSoutheast AsiaCut support handle time in half without scaling the team
We deployed a Support Agent that classifies tickets, drafts replies grounded in policy, and routes complex cases to humans with full context.
- -48%
- Average handle time
- +25%
- First-contact resolution
- 0
- Additional support headcount needed
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Embodied AI & RoboticsSingapore & SEAAn embodied AI cell that sees, decides, and acts on the line
We built an embodied AI system that fuses multimodal perception, AI decision-making, and robotic motion control so a production cell can inspect parts, plan handling, and execute pick-and-place without manual reprogramming.
- +35%
- Cell throughput per shift
- -70%
- Manual reprogramming time
- 99.4%
- Defect detection accuracy
Read the case study->
Why teams pick AI Agent GSG
Built like software, not like demos
We focus on AI systems that operate inside your business every day. The advantages below are how we keep that promise.
Production-grade by default
Every agent ships with logs, eval suites, retry policies, and human-approval gates. No demo-only prototypes.
Integrates with what you already have
We meet your stack where it lives: HubSpot, Salesforce, Notion, Slack, Postgres, custom APIs, and on-prem systems.
Outcome-based delivery
Engagements are scoped around measurable outcomes (response time, qualified leads, handle time), not vague AI buzzwords.
Senior team, hands-on
Engineers and ML practitioners with shipping experience. No layered account managers between you and the people building the system.
Fast pilots, real cadence
Most pilots reach a working system in 4 to 6 weeks, with a clear path to production rollout and post-launch ownership.
Yours to keep
Code, prompts, infra definitions, and runbooks are handed over. Your team can extend or replace any part without us.
Platform Capabilities
Built for secure, scalable enterprise AI adoption
From agent architecture and RAG knowledge systems to workflow orchestration and cloud deployment, we help businesses move from AI experiments to production-ready automation.
AI Agent Development
Custom sales, support, knowledge, operations, content, and internal process agents built around measurable business goals.
Workflow Orchestration
Multi-step AI workflows for information collection, reasoning, generation, approval, execution, reporting, and exception alerts.
RAG Knowledge Systems
Retrieval-augmented generation, vector search, semantic indexing, and source-backed answers for enterprise documents.
System Integration
Integration with CRM, email, spreadsheets, databases, SaaS platforms, internal APIs, and cloud-native infrastructure.
Monitoring & Governance
Human-in-the-loop controls, task logs, approval steps, audit trails, permissions, and operational dashboards.
Embodied AI & Robotics
Embodied AI systems combining multimodal perception, AI decision-making, and motion control for robots, humanoids, autonomous devices, and smart factory equipment in real and simulated environments.
Industries
Where our AI agents earn their keep
We focus on industries where AI agents create measurable productivity gains: faster sales cycles, fewer manual touches, and knowledge that travels with your team.
B2B SaaS & Software
Embed AI agents inside your product or internal tooling. Lead enrichment, in-app copilots, customer onboarding flows, and internal RAG search.
- Sales copilots
- Knowledge base Q&A
- Onboarding agents
Professional Services
Automate proposal drafting, client research, meeting summaries, and project status reporting for consulting, legal, and accounting teams.
- Client research
- Proposal drafts
- Meeting recaps
E-commerce & Retail
Lead generation, product content automation, customer support triage, and merchandising assistants connected to your storefront and ERP.
- Support triage
- Product copy
- Reorder workflows
Financial Services
Document understanding, KYC support, risk-flagging assistants, and ops automation with human-in-the-loop approvals and audit trails.
- Document parsing
- KYC support
- Ops automation
Manufacturing & Logistics
Quote-to-order assistants, supplier knowledge bases, and operations dashboards that pull from spreadsheets, ERP, and shop-floor systems.
- Quote drafting
- Supplier Q&A
- Ops reporting
Education & Training
Course content generation, learner-facing tutoring agents, internal teaching assistants, and source-grounded study guides for institutions.
- Tutor agents
- Course drafting
- Study guides
About AI Agent GSG
A Singapore-based studio for AI agents and intelligent software
AI AGENT PTE. LTD. designs and builds AI Agents, intelligent workflows, AI-native software, and embodied AI (robotics) systems for businesses that want automation they can actually deploy, monitor, and own. Our work spans Artificial Intelligence, Robotics, and Embodied AI — combining multimodal perception, AI decision-making, and motion control so intelligent systems can sense, plan, and act in real physical environments. Our brand and contact entry point is aiagentgsg.com.
- Founded in Singapore
- 2024
- Engineers, ML & product team
- 15+
- AI agents shipped to production
- 30+
- Industries served across APAC
- 6
Practical AI, not demos
We build agents that ship into real CRMs, inboxes, knowledge bases, and operations tools, with monitoring, approvals, and clear ownership.
Singapore-grounded, globally minded
Headquartered in Singapore, working with clients across Southeast Asia and beyond, with a distributed team that mirrors how modern AI work happens.
Built to be handed over
Documented architectures, traceable decisions, and infrastructure your in-house team can extend after launch. No vendor lock-in by design.
Legal entity
AI AGENT PTE. LTD.
Headquarters
Singapore
Team
15+ across engineering, ML, and product
Engagement model
Project, retainer, and embedded teams
Build your first enterprise AI agent workflow
Client Voices
Words from the teams we work with
Quotes are kept anonymous out of respect for ongoing client agreements. Reach out and we are happy to make introductions on request.
“Our reps stopped feeling like data entry clerks. The agent does the boring work, and they spend their day in conversations that actually matter.”
ROHead of Revenue OperationsRegional B2B SaaS platform“Senior partners finally trust an internal AI tool because every answer comes with a link to the original document. That changed everything for adoption.”
MPManaging PartnerBoutique consulting firm“We hit our holiday peak with the same team size and a better customer experience than the year before. That used to feel impossible.”
CXHead of Customer ExperienceDirect-to-consumer e-commerce brand“The team did not oversell. They mapped our workflow, ran shadow mode, and only turned on automation when the numbers were good. Refreshing.”
LOCOOLogistics services provider