Infrastructure for data & AI teams

Ship AI-nativedata experiences.

Kaizen AI Systems is a focused stack of three products: Akuma (chat with your database), Enzan (real-time GPU cost clarity), and Sōzō (synthetic data you can trust).

Quickstart
Products
Akuma · Enzan · Sōzō
Teams
Data · Infra · AI/ML
SDKs
TS · Python · Go
kaizen.ts
// One client, three products
import { akuma, enzan, sozo } from "@kaizen/sdk";

// Akuma: chat with your database
const query = await akuma.query({
  prompt: "Top 10 customers by MRR",
  dialect: "postgres"
});

// Enzan: real-time GPU cost
const spend = await enzan.summary({ window: "24h" });

// Sōzō: synthetic data
const data = await sozo.generate({
  records: 50000,
  schema: "saas_customers_v1"
});

The Kaizen Stack

Three sharp tools. One mental model.

NL→SQL

Akuma

Chat with your database, not with SQL.

Natural language → safe, optimized SQL over your warehouses and OLTP databases.

Learn more
GPU Cost

Enzan

Real-time clarity for your GPU spend.

Unify GPU usage and cost across clouds and vendors in one place.

Learn more
Synthetic Data

Sōzō

Synthetic data you can trust.

Generate realistic, privacy-safe tabular datasets for testing and ML.

Learn more
AkumaNL→SQL

Chat with your database,
not with SQL.

Akuma ingests your schema and generates SQL that respects your dialect, naming conventions, and guardrails.

  • Schema-aware NL→SQL for Postgres, MySQL, Snowflake, BigQuery
  • Read-only enforcement and table/column allowlists
  • Modes: SQL-only, SQL+results, or explain query
  • Easy to embed into dashboards or chat UIs
akuma_example.tsNL → SQL
import { akuma } from "@kaizen/sdk";

const { sql, rows } = await akuma.query({
  dialect: "postgres",
  prompt: "Show MRR by plan for last 6 months",
  mode: "sql-and-results",
  guardrails: {
    readOnly: true,
    allowTables: ["invoices", "plans"],
  },
});

console.log(sql);
// SELECT date_trunc('month', invoice_date)...
enzan_example.tsGPU cost
import { enzan } from "@kaizen/sdk";

const summary = await enzan.summary({
  window: "24h",
  groupBy: ["project", "model"],
});

console.table(summary.rows);
// [
//   { project: "fraud-api", cost_usd: 182.33 },
//   { project: "support-bot", cost_usd: 97.54 },
// ]
EnzanGPU Cost

Real-time clarity for
your GPU spend.

Enzan pulls metrics from your GPU providers and turns them into clean, queryable telemetry.

  • Normalize usage and cost across clouds
  • Attribute spend by project, model, or team
  • Build dashboards or export to warehouse
  • Great for AI infra and finance teams
SōzōSynthetic Data

Production-like data
without the risk.

Sōzō generates realistic, statistically grounded synthetic data without copying real user records.

  • Schema-based generation for tabular data
  • Control distributions and correlations
  • Export to Parquet/CSV/JSONL
  • Fits into CI pipelines and staging
sozo_example.pysynthetic data
from kaizen import sozo

data = sozo.generate(
  records=50000,
  schema={
    "user_id": "uuid4",
    "plan": "choice:free,pro,enterprise",
    "mrr": "float:0-500",
    "churned": "boolean:0.18",
  },
  correlations={"plan:mrr": "positive"},
)

data.to_parquet("customers.parquet")

Pricing

One platform key. Predictable pricing.

Start free on all three products, then pay only for what you use.

Builder

For solo builders and small teams.

$0 / month

No credit card required

  • 1k Akuma queries / month
  • 24h Enzan lookback, 5 projects
  • 10k Sōzō records / month
  • Community support
Popular

Production

For real traffic, teams, and SLAs.

Usage-based

Volume discounts available

  • Volume discounts per product
  • Dedicated rate limits & regions
  • Audit logs, SSO, SOC2-ready
  • Priority support & onboarding
Talk to sales

Docs

Curl, then wire it into your stack.

terminalcurl
# Akuma – NL → SQL
curl https://api.kaizenaisystems.com/v1/akuma/query \
  -H "Authorization: Bearer $KAIZEN_API_KEY" \
  -d '{"dialect":"postgres","prompt":"Top 10 by MRR"}'

# Enzan – GPU spend
curl https://api.kaizenaisystems.com/v1/enzan/summary \
  -H "Authorization: Bearer $KAIZEN_API_KEY" \
  -d '{"window":"24h","groupBy":["project"]}'

# Sōzō – Synthetic data
curl https://api.kaizenaisystems.com/v1/sozo/generate \
  -H "Authorization: Bearer $KAIZEN_API_KEY" \
  -d '{"schemaName":"saas_customers_v1","records":1000}'
github.com/kaizen-ai-systems
TypeScript SDKPython SDKGo SDK
Ship Safely
  • Read-only helpers and guardrails for Akuma
  • Cost ceilings and alerts for Enzan
  • Schema and privacy controls for Sōzō
Example Apps
Internal BIGPU Cost DashboardTest Data Pipeline