Every enterprise is its own universe — millions of records drifting across fragmented systems, pulling out of sync a little more each day. Kai is the counterforce: it reconciles, explains, writes back, and learns. Order from entropy, on infrastructure you own.
Complex processes don't fail at any single step — they fail between steps, where the tooling stops and a human with a spreadsheet takes over. Kai owns the whole loop.
Contracts, invoices, statements, scans, portal exports, streaming feeds.
Matched across ERP, CRM, banks, payout platforms, and data lakes.
Every break comes with a root cause your team can act on directly.
Corrections, amendments, and tasks pushed into your systems.
Expert corrections compound. Every run starts ahead of the last.
Reconciliation tools hand you a list of breaks. Integration platforms pipe data with no judgment about whether it agrees. Kai does the part in between — the part that used to be a person and a spreadsheet.
A Kai agent is a brain you choose — OpenAI, Anthropic, Gemini, or any of 400+ models, including your own weights — with tools that execute across 100+ applications and your databases, wired into one shared memory graph.
Swap the model per task — OpenAI, Anthropic, Gemini, 400+ open and closed models. Air-gapped? Bring your own weights and GPUs.
Executes real work through tools — 100+ apps, MCP servers, databases, browser portals, compute, and storage. If your work runs on it, Kai reaches it.
One shared knowledge graph. Every agent reads it, every correction updates it — learning compounds across the whole fleet.
Agents divide to match the workload — one becomes a fleet — without ever splitting what they know.
Millions of rows, dozens of sources, monthly deadlines. Kai's engine was built on production reconciliation at data-lake scale — not demo CSVs.
PDFs, DOCX, scans, and forms — terms, amounts, dates, and obligations extracted with human-level accuracy across millions of pages.
Entities and relationships mapped into a knowledge graph, so agents reason over your business — not a context window.
OAuth-secured, read-and-write connections into ERP, CRM, warehouses, storage, and finance platforms.
Operate portals with no API — scrape, download, upload, submit — with credentials that never leave your environment.
Long-running, parallel jobs in dedicated sandboxes, scheduled hourly to monthly.
Every run measured in goal completions and confirmed state changes — not token consumption.
Some data can never leave the building. Kai ships as the same platform across three deployment modes — including fully air-gapped, with zero external calls at runtime.
Fastest path to production. We run the platform; you connect your systems.
The full platform deployed inside your AWS, Azure, or GCP account.
The entire stack — orchestration, models, graph memory, compute — on your metal, with zero egress.
Your records, documents, and history stay under your control — deletion obligations in writing, not in marketing copy.
Run on your GPUs and your capacity plans. No metered black box between you and your workloads.
The reconciliation state Kai accumulates on your data belongs to your deployment. It compounds for you.
Clean termination rights, transition assistance, exportable state. A platform you adopt, not one you're trapped in.
Match streaming statements, contracts, and payouts across platforms at catalog scale. Explain every variance, forecast performance, and track revenue leakage automatically.
Financial ServicesCompress months of document verification and cross-system checks into decisive, auditable runs — inside your compliance perimeter.
Professional ServicesGenerate proposals and integrated timesheets, flag scope creep the moment it appears, and produce analytics packs without spreadsheet archaeology.
Supply ChainMatch orders, delivery notes, and invoices; auto-approve or escalate; monitor supplier portals for price and shipment changes around the clock.
Bring us your messiest reconciliation, your biggest dataset, your strictest data-residency requirement. That's the demo.
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