AI Services / Enterprise Chat
Enterprise chatbots that pass IT, security, and SSO review
We design and ship enterprise chatbots that pass procurement, integrate with SSO and audit systems, gate access by role, and stay within your compliance perimeter — built on the same operational patterns your IT teams already trust.
Why Empiryx
Why our enterprise chatbots pass review on the first try
Expertise
What we build
01
Internal Q&A
Chat over policy, ops, and HR docs — gated by role and team.
02
IT service desk
Chat that resolves Tier-1 IT requests in your existing ticket stack.
03
Process assist
Embedded chat that helps employees complete multi-step processes within apps.
04
Audit-ready chat
Every conversation logged, attributable, and exportable for compliance.
Expertise
Roles & capabilities we specialise in
A deeper look at the specialists we place and the work they ship.
Identity
SSO (SAML, OIDC), SCIM provisioning, RBAC and ABAC integration.
Audit logging
Tamper-evident logs exportable to your SIEM and reporting systems.
Source connectors
Drive, SharePoint, Notion, Confluence, ServiceNow — federated retrieval.
Compliance
GDPR, HIPAA, SOC 2-style controls baked in from the start.
Per-tenant isolation
Vector stores, indexes, and prompts isolated per team and tenant.
Channels
Slack, MS Teams, web embed — one brain, access-gated per surface.
Industries we serve
Built for high-stakes sectors
Domain-aware engineers who understand your sector's constraints — not just the syntax.
Enterprise IT
Service desk + knowledge Q&A
HR & Ops
Policy and process assist
FinTech
Audit-logged internal chat
Healthcare
PHI-safe internal clinical Q&A
FAQ
Answers to common questions
Process
How it works
Inventory & posture
We map sources, identity, compliance posture, and where the chat should live.
SSO + gated MVP
We ship chat behind SSO with role-gated retrieval in 2–4 weeks.
Review & rollout
We run procurement, security, and legal reviews with you as we expand.
Operate
We ship audit reports, dashboards, and SLAs alongside the bot.
Get started
An enterprise chatbot IT will sign off on
Tell us your security posture. We'll bring SSO, audit logs, and the rollout.
Explore more
Hire AI Developers in India
Pre-vetted ML, NLP, LLM & CV engineers. Onboard in 7–10 days.
Offshore Development Team India
Dedicated offshore engineering team embedded in your workflows.
ODC & GCC Setup India
Start with an ODC. Evolve into a fully owned GCC as you scale.
Hire Machine Learning Engineers
ML Engineers, Data Scientists, NLP & MLOps specialists in India.
Build Engineering Team in India
Full-team formation — frontend, backend, AI/ML, DevOps, and leads.
AI Automation
n8n, Zapier & custom workflows that run your business on autopilot.
AI Engineering
RAG, fine-tuning, and AI agents built for production, not demos.
MLOps
Model serving, monitoring, and CI/CD for machine learning systems.
DevOps
CI/CD, infrastructure as code, and observability that scales.
Application Scaling
Performance audits and fixes that take your MVP to production-ready.
Database & Data Engineering
Database design, pipelines, and migrations built to last.