tablize

tablize

Tablize provides a production pipeline that lets agents (LLMs) produce new structured columns from raw data in resumeable, auditable batches — with a server-side ledger, an acceptance gate, and CLI/agent tooling for durable, production-grade data extraction.

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#524 in AI Agents (524 tools)
Just launched
Data reviewed Sep 9, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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Quick Overview

Best for: AI Agents

What it does

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AI Agents

Pricing snapshot

Free from $0

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tablize

Tablize is a production-focused pipeline that turns LLM/agent outputs into durable, joinable columns on your tables. It operates batch-by-batch with server-side state so runs resume across sessions and agents, and it records every attempt in a ledger so accepted output can be traced back to raw evidence. The product supplies a CLI and an agent skill (it does not supply models or runtimes) and offers modes with an acceptance gate (golden-file checks) to enforce or observe verification before rows are marked accepted.

AI platform transforming data into dashboards and custom apps effortlessly.

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Key Features

Server-side resumable batches

Runs keep server-side state so a batch continues from where it left off rather than restarting; agents lease one batch at a time and rows not being processed stay on the server.

Batch ledger and audit trail

Every attempt is recorded with a batch id, counts, model used, submission attempts, and verdicts (accepted/rejected) so you can trace who produced what and under which rule.

Acceptance gate with golden-file checks

An independent check (golden file) can be supplied; when the gate is set to enforce a single miss refuses the whole batch and refusals remain on the books.

CLI and agent skill

Installable CLI and bundled agent skill (npm i -g @tablize/cli; tablize install) to run pipelines locally while persisting state to the server.

Pairing-based auth

Browser pairing flow for CLI login so agents can obtain working credentials without exposing long-lived keys in shell history or clipboard.

Self-host and enterprise deployment

Enterprise option for private, always-on deployment on your own infrastructure; the site states 'Self-host · your infra, your data'.

Pricing

Free Tier Available

Start free: shared, quota-capped server with full CLI and agent skill (Free $0).

Free

$0
  • Shared multi-tenant server
  • Quota-capped usage
  • Full CLI + agent skill + MCP

Pro (Usage-based)

Usage-based — pay only for what runs
  • Same engine as Free (no feature gates)
  • Persistent workspaces
  • Pay only for what runs (ledger counts delivered columns)

Enterprise (Self-host)

Talk to us
  • Always-on private deployment
  • Self-host on your infrastructure
  • Your infra, your data

Use Cases

Repeated, resumeable extraction jobs

Workflows that run in batches and repeat over time where runs must resume across sessions or agents and keep a durable record of attempts.

Agent-driven structured data extraction

When a coding agent or LLM is writing or cleaning structured data (e.g., extracting columns like manufacturer/trader) and the output must be produced at scale and land downstream.

Workflows needing independent verification

Cases where checks must be independent of the producing agent (golden-file gate) and a wrong row would contaminate downstream systems.

Production data pipelines requiring auditability

Teams that require a ledger of who produced what, the model and prompt used, and the attempt history for traceability and governance.

Integrations

LLM providers (user-supplied model key)

Tablize supplies no model or runtime; agents run with your model key and any LLM supplier can be used.

Command-line tooling

Works via the @tablize/cli and bundled agent skill; examples include batch pull/submit and tablize transform commands.

Benefits

Durable, resumable extraction runs that continue from server-side state rather than restarting
Auditable ledger of batches, attempts, verdicts and model metadata for traceability
Gate/enforcement mechanism to prevent unverified rows from being marked accepted
CLI and agent tooling that integrate with your chosen LLMs (Tablize supplies no model or runtime)
Self-host option for private deployments and control over infrastructure and data

Limitations

Tablize governs the middle of the pipeline (collection attempts and checks); it does not guarantee that accepted rows are used downstream or that collection/consumption are complete
Not necessary overhead for one-off or small CSV tasks — best suited to repeated, resumable batch workflows
Gateless runs (mode `none`) produce unverified rows; enforcing the gate requires golden files that must be proposed and signed

Frequently Asked Questions

No verified FAQs are available.

Getting Started

  1. 1 Step 1: Install the CLI and agent skill: npm i -g @tablize/cli; tablize install
  2. 2 Step 2: Pair the CLI with your account in the browser: tablize login --url https://api.tablize.com and approve the code
  3. 3 Step 3: Run tablize doctor to check versions, skill, and server connectivity and fix any issues
  4. 4 Step 4: Inspect the project and propose the raw evidence contract and extraction result schema before creating a pipeline
  5. 5 Step 5: For the first run create the extraction edge with no golden file to run at mode `none` (unverified rows land unaccepted)
  6. 6 Step 6: Work in small batches using batch pull, compute locally, then batch submit; never load the whole table into your context
  7. 7 Step 7: Use tablize transform show <addr> to read gateMode and tablize transform gate <addr> --mode enforce to move the gate when ready

Support

docs

Guides and product pages on the Tablize website (How it works, Guides, Install, Pricing).

CLI doctor

tablize doctor provides automated checks and exact fix commands when something fails.

browser pairing / account

Sign-in pairing flow via the browser to approve CLI clients and manage API keys in Profile → API keys.

API

Available: Yes

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