Operations assistants
Ask a question across orders, CRM and documents; get a next step, not a paragraph.
Emerging Technologies
Intelligence integrated into real business processes.
AI is useful when it reads the same sources your teams already use — and then takes an action that would otherwise wait on a person.
We design assistants, agents and workflow automation that connect CRM, documents, email, ERP and support. Not a chatbot on a blank page.
Data
Model
Action
Classify document
Summarize thread
Route request
AI assistants
AI agents
LLM integration
Document intelligence
Service overview
What is Intelligence integrated into real business processes.?
AI & automation at PARSVIA means systems that classify, extract, retrieve and act — with a human still in control of the decisions that matter.
Businesses need it when skilled people spend their days copying between tools, searching documents, or routing work that a well-designed process could handle.
We connect models to your sources, define the actions they are allowed to take, and put the result back into CRM, tickets, reports or notifications.
The value is time returned to judgement: fewer repetitive steps, faster first drafts, and a clearer view of what needs attention.
- AI assistants
- AI agents
- LLM integration
Scope
What we deliver
Document processing
Extract, classify and file contracts, invoices and requests.
Knowledge search
Answers grounded in your policies, products and history — with sources.
Agents
Multi-step work: qualify, create a record, notify, follow up.
Workflow automation
Lead routing, approvals, reporting and the paths that currently live in inboxes.
Support assistance
Draft replies and retrieve context; agents stay accountable for the send.
Delivery model
How we work
- 01
Discover
Where time is lost, which systems hold truth, and which actions are allowed.
- 02
Define
Sources, policies, evaluation and the first workflow worth automating.
- 03
Design
The assistant or agent experience, plus the human review path.
- 04
Build
Integrations, prompts, tools, logging and access control.
- 05
Test
Real documents, real edge cases, hallucination and permission checks.
- 06
Launch & improve
Monitor quality, tighten tools, and expand to the next process.
System architecture
Example system architecture
We design a controlled stack from user interfaces through API, backend and data layers, with CRM, ERP, payments and third-party services connected where they belong.
CRM / ERP
Payments
Identity
Experience layer
Application & API
Data & integrations
Analytics
Third-party APIs
Operations tools
CRM / ERP
Payments
Identity
Capabilities
Technologies we use
- TypeScript
- PostgreSQL
- LLM APIs
- Authentication
- Cloud
- Python
- OpenAI
- Node.js
Our approach
Why PARSVIA
AI & automation at PARSVIA means systems that classify, extract, retrieve and act — with a human still in control of the decisions that matter.
Process before model
We start from the work, then choose the model and the tools.
Grounded in your systems
CRM, ERP, files and email — not a generic knowledge dump.
Actions, not theatre
Create the record, update the deal, notify the team. That is the product.
Governed by default
Logs, permissions and a path for a person to override.
Outcomes
What this delivers for your business
Less manual copying between tools
Operational clarity and fewer manual steps across teams and systems.
Faster first response on routine work
Operational clarity and fewer manual steps across teams and systems.
Search that uses company knowledge
Operational clarity and fewer manual steps across teams and systems.
Automation that operations can trust
Operational clarity and fewer manual steps across teams and systems.
Use cases
Where this service fits
Operations assistants
Ask a question across orders, CRM and documents; get a next step, not a paragraph.
Document processing
Extract, classify and file contracts, invoices and requests.
Knowledge search
Answers grounded in your policies, products and history — with sources.
Agents
Multi-step work: qualify, create a record, notify, follow up.
Workflow automation
Lead routing, approvals, reporting and the paths that currently live in inboxes.
Support assistance
Draft replies and retrieve context; agents stay accountable for the send.
FAQ
Questions teams usually ask
Do you build chatbots?+
We build assistants connected to business systems. A chat UI is sometimes the right surface; often the value is in the workflow behind it.
Can this work with our CRM and ERP?+
Yes. That is usually the point — sources in, actions out, with permissions respected.
How do you handle accuracy?+
Retrieval from your data, constrained tools, evaluation on real cases, and human review where the cost of error is high.
Is this a replacement for staff?+
It is a way to remove repetitive work so people spend time on exceptions, customers and decisions.
Can we start with one process?+
That is the preferred path. One workflow, measured, then the next.
Related services
All servicesCustom Software Development
PARSVIA builds custom applications, portals and internal platforms for companies that need technology shaped around their processes — not the other way around.
Learn moreCRM Software Solutions
PARSVIA designs and engineers CRM software — pipeline, contacts, activities, quotes and reporting — integrated with the rest of the operation.
Learn moreAPI & System Integrations
We design APIs, events and integrations that connect CRM, ERP, commerce, payments, identity and the tools around them.
Learn moreLet's put intelligence where the work already is.
Tell us which process is slow, repetitive, or trapped in documents and inboxes.