Fahrenheit Research logo

Fahrenheit
Research

We build intelligence at the edge of what is known.
Our research becomes product.

01 // PORTFOLIO

Our products dont just enter
markets they define them

Kashew AI

Kashew AI

AI powered prospecting, pipeline, and relationship intelligence. Turn signals into pipeline. Automate outreach at scale. Smarter deals, faster closes.

Website

Ninth

Ninth

Venture intelligence for smarter fundraising and introductions. Data-driven dealflow, simplified. Connect with the right investors. Build networks that compound.

Website

02 // DOMAINS_OF_INQUIRY

domain of
inquiry

Our research agenda spans the hardest problems in applied AI from deep data infrastructure to emergent model behaviour.

001

Deep Data Architecture

Building proprietary data pipelines that surface signal from noise at scale, semantically indexing billions of data points.

Data InfrastructureSemantic IndexingPipeline Engineering
002

Small Language Models (SLM)

Distilling frontier-level reasoning into models under 7B parameters that outperform 70B baselines on domain-specific tasks.

Model CompressionKnowledge DistillationEdge Inference
003

Autonomous Reasoning Architectures

Multi-step inference engines that decompose novel problems, form hypotheses, and self-correct in real time without supervision.

Chain-of-ThoughtSelf-CorrectionHypothesis Formation
004

Synthetic Data Generation

Proprietary pipelines producing training data indistinguishable from real-world distributions, closing the data scarcity gap.

Synthetic CorporaDistribution MatchingDomain Adaptation
005

Multi-Agent Emergent Behavior

Mapping the boundary between programmed behavior and spontaneous cooperation to engineer systems that exploit emergent dynamics.

Multi-Agent RLEmergent CoordinationSwarm Intelligence
006

Compressed Intelligence

10x size reduction with under 3% accuracy degradation — large-scale capabilities on constrained hardware at production scale.

QuantizationPruningLoRA Fine-tuning

03 // OPERATING PRINCIPLES

We do not license our breakthroughs.

We do not outsource our thinking.

Every model we train.

Every system we build.

Every product we ship.

Is ours.

04 // DEEP DATA

data is
the moat

Proprietary data infrastructure and annotation power models built for real problems.

10B+Data points indexed
47Proprietary datasets
99.2%Annotation accuracy
12msAvg. inference latency

05 // CONTACT

work with
the lab

We collaborate with researchers, enterprises, and builders who are serious about AI. If you are building something that matters, we want to hear from you.