AI & Automation
Your manual workflows are low-hanging fruit. We build and deploy agents that read emails, call APIs, classify documents, and push clean data into your warehouse — so your team stops copy-pasting between tabs.
What we automate
- ⚡ Invoice & PO intake → ERP posting
- ⚡ Customer support triage & draft replies
- ⚡ Scheduled report generation & distribution
- ⚡ Data quality alerts with root-cause hints
- ⚡ Cross-system sync (CRM ↔ warehouse ↔ finance)
Typical stack
Python
OpenAI / Azure OpenAI
Power Automate
Fabric Notebooks
REST APIs
Slack / Teams webhooks
Every agent ships with logging, retry logic, and a human-approval gate where it matters.
Example deliverables
Agent Operations Dashboard
AP Invoice Agent · Production
Week of Jun 2–8, 2026
Invoices processed
847
▲ 12% vs last week
Straight-through rate
94.2%
▲ 3.1 pts
Avg. processing time
18s
▼ 42s vs manual
Exceptions queued
12
4 need review
Daily volume by outcome
MonTueWedThuFriSatSun
Exception queue
| Invoice | Vendor | Reason | Status |
|---|---|---|---|
| INV-88421 | Cascades Supply | PO mismatch | Review |
| INV-88419 | WestPack Inc. | Duplicate | Blocked |
| INV-88415 | GreenFiber Co. | Tax code | Resolved |
Invoice Processing Workflow
📧
Email Inbox
shared-ap@co.com
🤖
OCR + LLM
Extract fields
✓
Validation
PO · vendor · $
🔗
SAP API
Post invoice
💬
Teams Alert
On exception
Avg. end-to-end latency: 18 seconds · Human touch only on flagged exceptions
Agent deployment log
$ agent deploy --env production --config invoice_agent.yaml
Loading config… model=gpt-4o-mini, temp=0.1, max_retries=3
Connecting SAP BAPI ZFI_POST_INVOICE… OK
Registering webhook shared-ap@co.com… OK
Smoke test: 3 sample invoices → 3/3 posted
✓ Agent live. Monitoring dashboard: /agents/ap-invoice