Data Structuring and Training
for the Future
of Intelligence.

Aimpactnet converts 10,000+ hours of professionally produced cinematic footage into layered, expert-annotated behavioral datasets — capturing not just what humans do, but why they do it.

Tier 3 — Affective
Predictive Data Layer
FACS-coded emotion arcs, micro-expression sequences, deception indicators & intent mapping — validated by PhD behavioral scientists.
Series A · Raising Now
$5M
72%+ target gross margin
Year 3 ARR Target: $18–24M
Footage Inventory
10K+
hours licensed footage
Affective Computing Data Micro-Expression Annotation FACS-Coded Emotion Arcs Behavioral AI Training Cinematic Ground-Truth Bias-Audited Datasets Enterprise Data Licensing PhD-Validated Annotation Affective Computing Data Micro-Expression Annotation FACS-Coded Emotion Arcs Behavioral AI Training Cinematic Ground-Truth Bias-Audited Datasets Enterprise Data Licensing PhD-Validated Annotation
About Us

Who we are

Aimpactnet is a B2B data intelligence company specializing in high-fidelity, contextually rich behavioral datasets derived from professionally produced cinematic content.

We convert 10,000+ hours of licensed footage into layered, annotated training data for AI systems requiring nuanced understanding of human emotion, gesture, and social interaction.

Mission

To provide the world's most sophisticated behavioral training data, accelerating breakthroughs in affective computing, human-computer interaction, autonomous systems, and behavioral analysis.

Vision

A world where AI systems can read and respond to the full spectrum of human emotional and behavioral experience — enabled by Aimpactnet's data infrastructure.

Product Architecture

Three tiers of
behavioral intelligence

We don't sell video. We sell structured intelligence derived from video — organized into three ascending tiers of complexity and value, aligned to your AI model's maturity needs.

Tier 1 — Foundational
Foundational Data
The "what" of human activity
Building blocks for object detection and scene understanding. Delivered via self-serve API for rapid prototyping. Compatible with standard computer vision pipelines.
Labels Included
Person Bounding BoxesObject ClassificationScene TypeCamera AngleCOCO-JSONYOLOPascal VOC
API / per-hour license
Tier 2 — Behavioral
Behavioral Data
The "how" of human movement
Skeletal pose sequences, fine-grained gesture classification, and activity recognition over time. Powers robotics, ergonomics, and physical therapy AI applications.
Labels Included
Full-Body Skeleton (17-pt)Hand ArticulationAction LabelsInteraction TypeFrame-LevelSequence-Level
Quarterly subscription
Tier 3 — Premium
Predictive / Affective Data
The "why" behind behavior
Our flagship product. Encodes the emotional architecture beneath observable behavior. Near-zero competition at this quality level. PhD behavioral scientists as senior validators on every batch.
Labels Included
FACS-Coded EmotionsValence / ArousalMicro-ExpressionsConversational IntentConflict EscalationDeception Indicators
Enterprise retainer / custom contract
Service
Bias Auditing
Demographic & behavioral bias audits of your existing datasets. Formal Bias Report with remediation recommendations.
Contact for pricing
Service
Custom Annotation
Submit your own footage for annotation using our proprietary schema and expert team. Monetizes our annotation expertise independently.
Contact for pricing
Service
Consulting Retainer
Retain Aimpactnet researchers for dataset strategy, model evaluation, and ongoing curation guidance on a monthly basis.
Contact for pricing
Market Opportunity

A $100B market with
a critical quality gap

As model architectures mature, the differentiating variable shifts from compute to data quality — creating substantial opportunity for specialized providers.

TAM
$100B+
Projected by 2028 ($42B in 2026)
Global AI Training Data
One of the fastest-growing sectors in global technology. The differentiating variable is shifting from compute to data quality.
SAM
$9.2B
Projected by 2028 ($3.8B in 2026)
Behavioral & Affective Data
Our directly targeted segment: specialized behavioral datasets for affective computing, robotics, autonomous systems, and clinical AI.
SOM
$90M+
Year 1–3 reachable
Serviceable Obtainable Market
Immediately reachable across Enterprise AI Labs, Defense & Intelligence, and Academic/Medical Research segments.
Market Pain Points We Solve
Low-Fidelity Data
Most behavioral datasets are scraped from social media — poor lighting, inconsistent framing, no emotional ground-truth. We use professionally produced cinematic footage for higher signal-to-noise.
Insufficient Labeling Depth
Generic bounding-box annotation fails to capture the "why" behind human action. Our FACS-coded Tier 3 labels the emotional architecture, not just observable behavior.
Legal & Compliance Risk
Datasets built on scraped content face mounting GDPR/CCPA exposure. All our footage is licensed under explicit AI training grants with documented chain of custody — a structural compliance advantage.
Demographic Bias
Existing datasets skew heavily toward Western, English-speaking, and younger demographics. Our active bias auditing ensures broad representation across every dataset release.
Data Pipeline

From raw footage to
enterprise intelligence

A five-stage process combining AI pre-labeling with expert human validation — quality-gated at every step with inter-rater reliability thresholds enforced.

01
Ingestion
Raw footage ingest, quality control, and scene cataloging from our 10,000+ hour legally cleared inventory.
02
Pre-Annotation
AI-assisted bounding box and pose estimation establishes Tier 1 & 2 baseline labels at scale.
03
Human Review
Trained annotators validate and correct all AI outputs. Senior specialists handle the Tier 3 affective layers.
04
Expert Validation
PhD behavioral scientists review emotion and intent labels. IAA minimum: 0.82 Cohen's Kappa (Tier 2), 0.78 (Tier 3).
05
Delivery
Packaged in client-specified format — COCO, YOLO, HDF5, or custom — via secure data room or API.
Core Principles

Data integrity
is our moat

Our competitive moat is Contextual Depth. Every dataset is built on four non-negotiable commitments.

Data Integrity
No shortcuts on annotation quality. Human expert review on all Tier 2 and Tier 3 outputs. IAA thresholds enforced — batches below threshold are re-annotated.
Ethical Sourcing
All talent compensated under SAG-AFTRA-aligned agreements. No surveillance-derived data, ever. Explicit AI training grants on every footage license in our inventory.
Bias Accountability
Active auditing of demographic representation across all releases. Age, gender, ethnicity, and cultural context measured. Every product ships with a bias report.
Client Confidentiality
All enterprise contracts include strict NDA and data-use restrictions. Secure delivery via signed, time-limited presigned URLs or SFTP with zero-trust access controls.
Series A · Raising Now

The behavioral data
your AI has been missing.

Request a sample dataset or speak with our enterprise team. Founded 2025 · Headquartered in San Jose, CA.

10K+
hours licensed footage
3 tiers
of behavioral intelligence
$5M
Series A · raising now
72%+
target gross margin