Platform Capabilities

The Kaizen platform — every surface area.

Cost intelligence, billing conductor, multi-org governance, ABC margin, optimization, and an AI analyst that reasons across all of it. Read top to bottom, or jump to a section.

Cost & Credit Intelligence

Drill into every line item.

analytics

Sub-second analytics

DuckDB columnar engine runs queries on millions of CUR line items in under a second. Drill by account, service, region, usage type, or any custom dimension.

payments

Credit tracking

Free-tier, Savings Plans, and support credits broken out cleanly — never silently smeared across line items you can't audit.

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Period-over-period variance

Month-over-month deltas with the underlying line items one click away. Built for the FinOps "why did this jump?" question.

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Saved filters & exports

Reuse table filters across sessions. CSV and Parquet exports for downstream BI.

Billing Conductor & Invoicing

Allocate, customize, invoice.

Every step from raw CUR through customer-facing invoice, modelled to your finance team's chart of accounts. No spreadsheets in the middle.

Raw CUR

EC2 — i-0abc
S3 — bucket-x
RDS — db-prod

Allocations & Rules

Markup +15%
Shared cost split
Free-tier distribution

Invoices

CustomerA — Apr
CustomerB — Apr
CustomerC — Apr

Billing groups & transfers

Organize accounts into invoiceable units. Move costs between groups with auditable transfer rules.

Pricing plans & rules

Model wholesale rates, markups, volume discounts, and SLA credits at the dimension level.

Custom line items

Environmental fees, chargeback multipliers, revenue-share entries — manual rows that flow through the same allocation engine.

Kaizen Plans & Customizations

Org-specific pricing presets layered on top of AWS rates. Per-customer SKU rules without forking the engine.

Invoice generation

End-customer invoices across the billing-group hierarchy, with the line items that built each one.

Billing Conductor sync

Ingest upstream AWS Billing Conductor products and resource mappings — keep AWS and Kaizen in lockstep.

Multi-Org Command Center

From one Organization to 2,000 accounts.

AWS Organizations, OUs, accounts — mirrored, navigable, and tied to your billing groups so the tree always matches reality.

Organization

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OUs

Prod
Staging
Sandbox

Accounts

111122223333
444455556666
+ 1,997 more

AWS Organizations sync

Full OU hierarchy mirrored from your management account. Re-syncs on a schedule you control.

CMA / PMA mappings

Consolidated and partial member account relationships preserved across the tree.

Per-org pipeline scheduling

Schedule cost-ingestion pipelines independently per organization. Trigger reruns on demand.

Cross-org consolidation

Account-to-billing-group assignments across organizations. Cost transfers between groups, fully audited.

ABC & Margin Analysis

Activity-Based Costing, native.

Margin per product line, per customer, per cost center. The "are we profitable on this customer?" question with the math behind it.

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ABC dashboard

Summary plus detailed table — Margin, Sales, and COGS broken down by ABC segment.

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Margin Sankey view

A flow visualization of where revenue lands as margin and where it leaks into cost — drill into any band.

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Per-customer profitability

Rank customers by margin. Quickly spot the under-priced ones before the next renewal cycle.

Optimization & Inventory

Know what you own. Buy what you should.

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Reserved Instances

EC2, RDS, ElastiCache, OpenSearch, Redshift — five dedicated inventories, one search.

savings

Savings Plans

Inventory plus utilization — see what each commitment is actually covering.

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SP recommendations

Break-even calculations and coverage-gap analysis sourced from your real usage.

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Trusted Advisor

Cost and security recommendations from AWS Trusted Advisor, digestible in one pane.

Kai

Your AI FinOps analyst.

Kai is a tool-augmented LangGraph agent grounded in your live billing data. Streaming responses, intent routing across cost / credit / recommendation lanes, hybrid retrieval over your knowledge base and your line items, and inline artifacts that surface charts and tables alongside the answer.

Built into the platform, not bolted on.

Explore Kai trending_flat
Governance & Access

Built for the security team.

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Role-based access

45+ resource:action permissions, org-scoped roles (owner / admin / member), plus custom roles.

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User groups

Bulk permission assignment for org structures — engineering, finance, leadership, vendors.

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Audit log

Every read and write tagged with organization_id, user_id, and timestamp. Query the endpoint or browse the UI.

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Feature flags

Controlled rollouts at platform and per-org level. SAML SSO available for enterprise engagements.

Platform & Performance

Built like a platform should be.

360+ REST endpoints

One OpenAPI spec, one auto-generated typed client. Every screen in the product is also an API.

Temporal-backed pipelines

Durable workflow orchestration for async billing ingestion. Retry policies, activity timeouts, parallel inventory collection.

DuckDB + FastAPI

Columnar analytics engine under a high-throughput Python API. Sub-second query on millions of rows.

Modern React frontend

TypeScript, TanStack Router, TanStack Query, Chakra UI v3. A pluggable table system with pagination, infinite scroll, column picker, filtering, CSV export, aggregations.

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