The Engine for Agentic Work

The complete platform for deploying production agents in the enterprise. Durable execution, document ingestion, and multi-cloud compute — all built-in so you focus on your application, not infrastructure.

ACTIVE AGENT SESSIONS: 180
AVG DISPATCH LATENCY: 90ms
SYSTEM STATUS: 100% OPERATIONAL
DOCUMENTS c: 17,922,0040
OUR PRODUCTS [01]

The Production Stack
For Agents

ingredients
Never lose progress

Durable execution keeps state across every tool call, database query, and LLM request, so when something breaks your agent picks up where it left off.

Accurate Document Ingestion

Clean data in, good decisions out. Agents read invoices, contracts, financial statements, research papers, slide decks. Feed raw documents into a pipeline and you get broken tables, mangled layouts, garbage text. 90% of "hallucinations" are ingestion failures. The agent never got the right data.

Stay fast under load

Predictable throughput means fresh sessions spin up immediately, even when a thousand others are mid-task.

Code Sandboxes

Run generated code safely. LLMs write code to compute answers, transform data, query databases. Every session gets its own sandbox so untrusted code can't touch system integrity or leak data across sessions.

visual 1.1
tensorlake
never lose progress
visual 1.1
tensorlake
Accurate Document Ingestion
visual 1.1
tensorlake
Stay fast under load
visual 1.1
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Code Sandboxes

Deploy Durable Agents as APIs written in any framework

PROOF OF INCOME VERIFICATION

Process pay stubs, tax forms and bank statements. Verify income automatically.

INSURANCE CLAIM PROCESSING

Ingest claim documents, pull key fields, route to the right workflow. Handle thousands.

CONTRACT REVIEW

Read through agreements, flag key clauses, extract terms.

OUR PRODUCTS [02]

Frontier Document Ingestion API

A comprehensive toolbox of APIs for accurate Document Understanding to speed up building AI Workflows and Agents in Enterprises for back-office use-cases

READ DOCUMENTS EFFORTLESSLY
Layout Aware Parsing

Read Documents with complex layouts in their natural reading order, understands tables, charts, returns bounding boxes for citations.

Read Images and Charts

Summarize meaning of figures, charts and tables for LLMs to understand the meaning of complex information.

Structured Extraction

Extracts structured data from documents guided by JSON Schema

Document Classification

Read Documents with complex layouts in their natural reading order, understands tables, charts, returns bounding boxes for citations.

DOCUMENT AI
tl labs
read documents like humans
DOCUMENT AI
tl labs
Summarize Charts and Tables
DOCUMENT AI
tl labs
Structured Output From Anything
DOCUMENT AI
tl labs
BUILD FURTHER WITH SERVER-LESS

Document Ingestion enables building Agentic automation faster

FINANCE

Extract key insights, complex tables and charts from investor decks, huge spreadsheets, and SEC filings.

healthcare

Handle low-quality faxes, handwritten notes, and complex medical forms with ease.

insurance

Parse complex intake files into labeled claims data—accelerating adjudication, triage, and system-ready handoff.

BATTERIES INCLUDED PLATFORM FOR AI WORKFLOWS

Everything you need for Agents in Enterprises

DOCUMENT INGESTION

Understanding Documents is the biggest bottleneck for AI Applications. Document AI reads documents effortlessly

DURABLE AGENTIC RUNTIME

An application runtime to run serverless agents in any framework with built-in durable execution to help agents run longer and recover from crashes

CODE SANDBOXES

Code Sandboxes enables your agents to run untrusted LLM generated code and solve a wide range of problems

DURABLE DATA WORKFLOWS

Build large scale data ingestion and ETL workflows on CPUs and GPU machines with map-reduce primitives and built-in queues

< 100 ms

Average request dispatch time

10,000+

Number of concurrent requests

< 5 GB

Function Input/Output payload size

PRODUCT

Serverless Compute for your High Throughput Agents

Tensorlake’s compute platform lets you deploy agents on a serverless runtime to serve them to thousands of users instantly without touching infrastructure.

The platform combines many foundational infrastructure components that typically a platform team have to build, operate and maintain for you to start deploying agents reliably in production environments

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PRODUCT

Durable Execution

Agents runs for minutes, makes 100s of tool calls along the way. Durable Execution built into Tensorlake’s platform allows them to start from where they crashed.

It reduces time, money and reliability of 99% agentic applications in production

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Automatic Durability

State and function calls are automatically checkpointed for hassle free retarts

Durable Timers

Pause functions to start after weeks or months

0.003/sec

for end-to-end task completion

100,000+

documents processed per customer a day

PRODUCT

Document Ingestion - OCR Infused with VLMs

We use VLMs with OCRs to read Documents the way humans do.

Layout and OCR Models - Break down documents into text, tables, figures while maintaining reading order

VLMs - Read images, complex tables, correct OCR mistakes and classify documents based on visual context

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PRODUCT

Computers for LLMs

Execute Code in isolated sandboxes

Parallization for concurrent code execution from AI applications

Integrated tightly with Agent runtime

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0.003/sec

for end-to-end task completion

100,000+

documents processed per customer a day

0.003/sec

for end-to-end task completion

100,000+

documents processed per customer a day

PRODUCT

Fits Into Your Stack Seamlessly

You can integrate Document AI into your workflows using our HTTP APIs

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Get server-less runtime for agents and data ingestion

Get Durable Agents and Data Ingestion Workflows with zero infrastructure
TRUSTED BY PRO DEVS GLOBALLY

Tensorlake is the Agentic Compute Runtime the durable serverless platform that runs Agents at scale.

"For BindHQ customers, the integration with Tensorlake represents a shift from manual data handling to intelligent automation, helping insurance businesses operate with greater precision, and responsiveness across a variety of transactions"

Cristian Joe
CEO @ BindHQ

“Tensorlake let us ship faster and stay reliable from day one. Complex stateful AI workloads that used to require serious infra engineering are now just long-running functions. As we scale, that means we can stay lean—building product, not managing infrastructure.”

Arpan Bhattacharya
Founder & CEO @ The Intelligent Search Company
CUSTOMER STORIES

Tensorlake built for world-class enterprises

DATA WORKFLOWS

The All-In-One Runtime for AI Data Workflows

1TB BUILT-IN QUEUE

Built-in 1TB persistence layer. Ingest massive datasets without managing Kafka or Redis sidecars

tensorlake_function.py

from tensorlake import function, File

@function()
def download_dataset(path: str) -> List[File]:       images = load_images(path)
    return [pre_process_image(image) for image in images]

@function(gpu="A10")
def
detect_objects(image: PIL.Image) -> Detection:
    detection =
yolo(image)
    return detection

@function()
def write_to_db(detection: Detection):       psql.write(dection)

NO-SQL PARALLELISM

Achieve data-warehouse concurrency directly in Python. Use .map() to fan out execution across thousands of nodes instantly, replacing the need for SQL-based orchestration

90,000 REQ/SEC

Concurrent invocations per workflow. Zero cold-start throttling

SERVERLESS COMPUTE

Attach H100 GPUs to any step via a single decorator argument. Mix CPU and GPU workloads in the same workflow.

SECURITY

Security Built for Agentic and AI Data Workflows

Tracing and Observability

Full traces of every function and tool call — with logs, timing, and structured execution paths.

Sandbox for tool calls

Tool calls run in isolated sandboxes, making them safe for LLM-generated code.

Sandbox for agent harness

Each agent harness executes inside an isolated sandbox to keep sessions safe and independent.

HIPAA / SOC2 Type2 Compliant

Secure by default for PHI, PII, and sensitive documents.

Isolated & Auditable Data Boundaries

Each project’s data lives in its own isolated bucket with full audit trails and strong RBAC controls.