Aware Labs

What Aware Labs does

Aware Labs, Inc., doing business as Aware, is a Los Angeles-based company founded in 2024 that operates an AI decision engine platform designed to convert unstructured policy documents, standard operating procedures, and regulatory rules into deterministic, auditable binary decisions. The company's core technology combines large language models with deterministic code execution in a neuro-symbolic architecture, executing a four-step workflow: codify natural-language policy into logic chains, orchestrate logic across dependent rules, execute decisions via API, and evolve policy logic in real time based on human escalations and feedback. Aware positions the platform as an "integrity layer" for LLM-driven decisions in compliance-critical workflows, producing "Defensible Execution Logs" and "Bounded Discretion" outputs aligned with audit and explainability requirements.

The company serves enterprise customers primarily in healthcare — including prior authorization, claims adjudication, and diagnostic support via a dedicated "Aware for Healthcare" vertical module — and secondarily in financial services for policy-aligned decision automation. Aware monetizes via SaaS subscriptions on a quote-based enterprise sales model, with no public pricing tiers disclosed. Demand capture is conducted through a Typeform-powered waitlist, direct enterprise engagement, and content marketing via the "Aware Insights" blog and a LinkedIn presence. No funding rounds, headcount figures, named customer logos, or partnership agreements are publicly disclosed, making the company effectively a seed-stage or pre-revenue venture operating with minimal verifiable operating data.

Name

Aware Labs

Legal name

Aware Labs, Inc.

Website

https://awarelabs.app

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

1–10 employees

Short description

Aware Labs operates a neuro-symbolic AI decision engine that converts unstructured policy documents and SOPs into deterministic, auditable binary decisions for enterprise customers in healthcare and financial services compliance workflows.

Ownership category

akta.pro rank

Product category

AI Decision Automation Platform

NAICS

Software Publishers (513210), Computer Systems Design and Related Services (54151)

SIC

Services-Prepackaged Software (7372), Hospital & Medical Service Plans (6324), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Prior Authorization (ePA), Utilization Management & Coverage Verification (HLACAKAE)

akta.pro secondary industry

Order Sets, Care Plans & Clinical Pathways (CPOE-integrated) (HLACAGAC)

Keywords

• AI decision engine
• Neuro-symbolic reasoning
• Prior authorization automation
• Clinical decision support
• Policy automation platform

Headquarters

HQ city

Los Angeles

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. SaaS Platform Subscription: The company operates as an AI infrastructure/platform provider with a SaaS subscription model. Enterprise customers access the platform via API for automated prior authorization, claims adjudication, and clinical decision support. The go-to-market focuses on healthcare enterprises and digital health platforms requiring policy-aligned decision automation.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels4 records

Core offering

Aware Labs builds and sells the "Aware" AI decision engine, a SaaS platform that uses neuro-symbolic reasoning to transform unstructured policy documents, SOPs, and clinical/financial rules into deterministic, auditable, binary executable decisions. The platform is consumed via API and is initially packaged with a healthcare vertical solution ("Aware for Healthcare") that automates prior authorization and clinical decision workflows for digital health platforms and healthcare enterprises, with grey-area cases routed to human reviewers.

Product overview

Aware Labs offers a single unified AI decision engine platform called Aware, which serves as the infrastructure for autonomous judgment. The core platform transforms unstructured policy and SOP documents into deterministic, auditable decisions using neuro-symbolic reasoning. The company also offers a vertical-specific module: Aware for Healthcare, which applies the core decision engine technology to clinical workflows, specifically automating prior authorization processes for healthcare enterprises and digital health platforms. Both products share the foundational capabilities of semantic intelligence, compounding knowledge, and defensible audit trails.

Differentiator

Problem solved

Functional benefit

Products and services

• Aware (AI Decision Engine Platform) The core Aware AI decision engine transforms unstructured SOPs and policy documents into deterministic, auditable, binary executable decisions using neuro-symbolic reasoning. It is consumed via API and offers four workflow steps: codify policy, orchestrate logic, execute via API, and evolve policy in real time. Target customers are enterprise teams in healthcare and finance that require policy-aligned, traceable automated decisioning for approvals, denials, escalations, and interventions.
• Aware for Healthcare A vertical application of the Aware decision engine purpose-built for digital health platforms and healthcare enterprises. It reads unstructured medical records (charts, PDFs, EHR portals) with clinical nuance, validates them against policy guardrails, and produces binary approval/denial decisions for prior authorization. It autonomously handles approximately 80% of routine cases, isolates grey-area ambiguities, and routes complex cases to human clinical reviewers while generating defensible audit trails.

Quantifiable outcome

• Handles 80% of routine cases autonomously, freeing clinical staff to focus on complex 20%

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability7 records

Feature4 records

Scale indicators4 records

Broad incumbents

• Waystar: Public revenue-cycle and prior-authorization software provider to thousands of U.S. hospitals and health systems. Competes with Aware Labs from the incumbent side for healthcare-enterprise IT budgets and has begun layering AI into its PA workflows.
• Change Healthcare (Optum): Established healthcare technology platform that processes a majority of U.S. medical claims, eligibility, and prior authorization transactions. Represents the legacy incumbent that Aware Labs must displace — broader portfolio, deeper payer relationships, and entrenched switching costs.

Direct peers

• Cohere Health: AI-driven prior authorization and clinical decision support platform used by major U.S. health plans. Most directly comparable to Aware Labs: same target buyers (payers/digital health platforms), same autonomous PA workflow, with a similar intent to replace legacy rules engines with AI that produces transparent, defensible decisions.
• Anterior: AI-native prior authorization company focused on automating clinical intake and approval decisions for payers. Competes head-to-head with Aware Labs in the same buyer segment (health plans, TPAs) and the same workflow (autonomous PA), and similarly markets accuracy, speed, and auditability over legacy manual review.
• Mendel: Clinical AI platform that interprets unstructured medical records and applies clinical knowledge to produce structured decision outputs for healthcare enterprises. Direct overlap with Aware Labs on the 'unstructured-to-binary-decision' value proposition and on healthcare-enterprise GTM.
• Olive AI (now Emerald / divestitures): Healthcare-focused AI automation company building autonomous workflows (including prior auth and utilization management) for hospital systems and payers. Operates in the same problem space as Aware Labs and represents the most visible brand among AI-first healthcare decision automation vendors.

Emerging players

• Humata Health: AI-powered prior authorization and utilization management vendor targeting payers and providers. Direct overlap with Aware Labs on automating PA using LLMs with clinician oversight, and similar buyer profiles.
• Alaffia Health: AI platform for utilization management, payment integrity, and clinical review for payers. Adjacent to Aware Labs in that both turn unstructured medical records into deterministic/auditable decisions; smaller scale and more focused on fraud/waste/abuse than PA.
• xCures: Clinical decision support company that aggregates medical evidence and patient data into ranked treatment recommendations. Comparable to Aware Labs in its focus on auditable, AI-assisted clinical decisions and similar healthcare-enterprise buyers.
• Cascala Health: Earlier-stage company applying AI to clinical decision support and prior authorization for health plans. Comparable focus and buyer to Aware Labs, though a narrower product surface and less mature go-to-market.

Market position

Strengths5 records

Weaknesses5 records

Key risks5 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/awarelabs-ai
• Instagraminstagram.com/tryaware

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Aware Labs