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INVESTMENT THESIS

Everyone else describes meaning.
We execute it.

Every company defines what its data means — in schemas, in documentation, in tickets, in semantic layers. Nothing makes those definitions run. API Now turns a data model into a governed, live API where the business rules are enforced by the runtime rather than reimplemented in every application. Raising pre-seed.

Working platform · Deployed and running · First design partners onboarding

THE PROBLEM STATEMENT

Definitions that don't execute are documentation

[01] THE SPECIFICATION GAP

Business rules live in prose, not in the system. The database enforces types; nothing enforces meaning.

[02] THREE-WAY RE-IMPLEMENTATION

The same rule gets rebuilt three times — schema, application code, gateway policy — and they drift.

[03] CHRONIC PASSIVE SCHEMAS

Semantic layers describe meaning but carry no behaviour. They catalog without executing.

[04] AGENT THREAT LIFECYCLE

Agents make it urgent. A human infers the rule; an agent writes whatever the API accepts.

EVERY ENTERPRISE IS NOW ONE AGENT AWAY FROM FINDING THAT OUT.

Thesis built on industry paradigm research including: JSON Schema specification, data-contract tooling research, and Atlan on semantic layers.
TECHNICAL DUE DILIGENCE

Five minutes, no code, live endpoint

An agent was given a description of the data. It built the domain, attached semantic modules, and deployed. The recording ends with live HTTP requests. No application code exists in it.

API Now Agent Demo Preview
Play Demo
Duration: 05:00

Recorded, not simulated. Built purely using the core engine parser.

ARCHITECTURAL MOAT

The moat is architectural, not procedural

01 / ACTIVE BEHAVIOUR

Semantic modules carry behaviour, not annotations. Twenty-two today across seven categories.

02 / SYSTEM OVER RULES

One definition, three concerns. Business meaning, structural validation, and runtime behaviour come from one source.

03 / ISOLATED ENFORCEMENT

Authorization runs ahead of semantic execution, so a definition can never widen access.

04 / INTELLECTUAL PROPERTY

Provisional patent application filed on the tags-to-policies approach.

05 / SHIPPED STACK

Demonstrable today: row-level ownership, per-organization physical database isolation, per-action rate limits by role, and field projection — all derived from the model.

RUNTIME PIPELINE ARCHITECTURE
1. Access Evaluated First
2. Semantic Modules Execute
3. Database / API Response

BETTER CODE GENERATION DOESN'T ERODE THIS. WE REMOVED THE CODE.

MARKET MAP

The quadrant nobody else occupies

Positioning Map

OPERATIONAL / TRANSACTIONAL
OPERATIONAL · DESCRIBES

JSON Schema · OpenAPI

Data contracts & AI guardrails

OPERATIONAL · EXECUTES
API NowSelf-serve semantic runtime for transaction APIs

Palantir Foundry

Heavy enterprise-locked operations

ANALYTICAL · DESCRIBES

Databricks Unity Catalog · Snowflake Semantic Views

dbt · Cube

ANALYTICAL · EXECUTES

No meaningful category in Bottom-Right: executing meaning only pays off where data is written and acted on.

DESCRIBES MEANINGEXECUTES MEANING
ANALYTICAL / READ-ORIENTED
FIRST CUSTOMERS

Founders, PMs, and data specialists who need a real backend without an engineering team.

REACH PATH

Bottom-up self-serve adoption with low programmatic drag.

EXPANSION MODEL

Invite the organization into shared models and reusable modules.

STATE OF PLAY

Honestly, the stage

01

Platform Live

Platform built and running on managed cloud infrastructure.

02

Deliberate Beta

Closed beta, gated deliberately while pricing is unset and infrastructure is founder-funded.

03

Early Onboarding

First design partners onboarding now.

04

Roadmap Driven

Partner-designed semantic modules shape the roadmap and create an early channel.

A working platform, deployed and running. First design partners onboarding now. An agent-built, live API in five minutes — recorded, not simulated.

CAPITAL ALLOCATION

What the money does

First engineering hires

Increase shipping capacity and remove founder bottlenecks in the core parser.

Data Governance layer

Context-aware policy above semantic modules: the enterprise roadmap unlock.

Operations scaling

Observability, request-level support tooling, and automated restore pipelines.

Open the beta

Set public pricing tables, establish infrastructure guardrails, and expand self-serve onboarding.

Raising pre-seed. Terms shared in conversation.

THE BUILDER

Who's building it

Pawel Uchida-Psztyc

Pawel Uchida-Psztyc built Advanced REST Client, an API product adopted by developers worldwide, then spent years building API and data products in the MuleSoft and Salesforce ecosystems. API Now is the company those experiences point toward: define the data once, make the rules execute, and remove the backend a non-engineering team cannot staff.

Founder-led today. The first hires are engineering roles focused on the runtime, platform operations, and the Data Governance roadmap.

Talk directly to the founder

Request the deck and tell us what you invest in. You'll hear back from Pawel, not a queue. Contact us directly at pawel@apinow.app.

Want to see the engine first? See the platform →