Platform · Scale

The volumes that break RPA
are where Kai starts.

Millions of rows, dozens of sources, monthly deadlines. Kai's engine was built on production reconciliation at data-lake scale — not demo CSVs.

0data points analyzed in a single workflow run
0fragmented systems unified per reconciliation
0saved per user, per workflow, every week

Document intelligence at catalog scale.

Key terms, amounts, dates, and obligations extracted with human-level accuracy across millions of pages — contracts, statements, scans, and forms.

  • Multi-language, multi-format, multi-template
  • Confidence-scored extractions, human review on the tail
  • Feeds directly into reconciliation — no CSV shuffling
CAPABILITY — DOCUMENTS Term: net-45confidence 0.99 Amount: $184,300confidence 0.98 Renewal: 2027-03-31confidence 0.97 Obligation: royalty split70 / 30 · territory EU

Graph memory that outlives the context window.

Entities and relationships across your accounts, contracts, invoices, and breaks are mapped into a knowledge graph. Agents reason over your business, not a prompt.

  • Relationships persist across runs and months
  • Break history informs the next match
  • Owned by your deployment, exportable on exit
CAPABILITY — MEMORY Account CMG-like Contractterms Invoicelines Payoutsplits Breakhistory

Isolated compute for long-running work.

Parallel jobs execute in dedicated sandboxes on schedules from hourly to monthly close — without touching your production systems' performance.

  • Dedicated sandboxes per workflow
  • Hourly, nightly, and month-end scheduling
  • On your GPUs in VPC and air-gapped modes
CAPABILITY — COMPUTE Sandbox 01 · royalty reconciliation 76% Sandbox 02 · sales-tax flux analysis 47% Sandbox 03 · three-way match 93% Scheduled: hourly · nightly · monthly close

70+ connectors

OAuth-secured, read-and-write connections into ERP, CRM, warehouses, storage, and finance platforms.

Browser agents

Operate portals with no API — scrape, download, upload, submit — with credentials that never leave your environment.

Verified work units

Every run measured in goal completions and confirmed state changes — not token consumption.

Bring the dataset that
broke your last tool.

10 million rows is a Tuesday. That's the demo.

Schedule a demo
Cloud · Your VPC · Air-gapped on-prem