Practice — Intelligent Automation
Retire the manual work that shouldn't exist anymore.
Summary
Every business runs on a set of repetitive workflows — invoice processing, ticket triage, KYC, contract review, quote generation — that used to require a person because software wasn't good enough. It is now. The unlock is not a single AI model; it is a reliable automation system built around one: structured extraction, deterministic business rules, integrations with the tools you already run, and clear human approval gates on the decisions that matter.
Polyric builds intelligent automation for operations, support, and finance teams. We target the workflows where the cost of the manual step is measurable, ship the automation, prove the deflection, and only then move to the next one.
Who it's for —Operations, support, and finance leaders whose teams are drowning in repetitive work that should be automated but isn't.
Outcomes
- ▸Measurable deflection on named workflows
- ▸Fully auditable automated decisions
- ▸Predictable per-task cost and latency
What we deliver
Business capabilities, not line items.
Each deliverable is a business outcome you can name — and measure — not a stack of hours.
Workflow discovery & prioritisation
We audit your current manual workflows, size the cost of each, and prioritise the two or three where automation pays back inside a quarter.
Document & data extraction
Invoices, contracts, forms, and unstructured inbound data turned into structured records your systems can act on.
Ticket & inbox triage
AI-assisted routing, tagging, drafting, and resolution for support inboxes, ops queues, and internal request channels.
Human-in-the-loop review surfaces
Purpose-built review UIs so your team supervises the automation instead of doing the work themselves.
Integration with existing tools
Clean connectors into your CRM, ticketing, ERP, and data warehouse — no rip-and-replace of the tools your team already uses.
How we deliver
The tech, kept honest.
The stack is a means, not the sell. We pick tools the team taking this over can hire for and maintain.
- LangGraph / typed agent frameworks
- Structured extraction (OpenAI, Anthropic)
- Zapier / n8n / custom orchestration
- Postgres audit trail on every action
Where this shows up
Industries we run this in.
Retail & Consumer Goods
Commerce platforms, order and inventory systems, and store operations tooling that hold up through peak season.
ITES
Agent tooling, workflow automation, and SLA reporting for IT-enabled services and business-process operations.
Public Sector
Citizen-facing services, case management, and data platforms delivered to accessibility and transparency standards.
FAQ