AI research
Model behavior, architectures, evaluation, reasoning, human–AI systems, and future directions studied with versioned evidence and explicit uncertainty.
Explore AI research and ML →AI research / machine learning / scientific computing / biotechnology
Software for decisions that carry weight.
Flintglade is an independent technology company developing artificial-intelligence and machine-learning systems, research software, and evidence infrastructure. Our long-horizon work explores the intersections of AI with physics, quantum computing, biotechnology, and biochemistry while our current products turn complex information into focused, auditable tools.
WHAT FLINTGLADE BUILDS
Technology with a clear job and a defensible method.
Machine-learning systems
Practical learning and inference software built around traceable inputs, constrained authority, reproducible evaluation, and clear failure states.
How Flintglade develops ML →Physics & quantum computing
Long-horizon research into scientific computation, physical modeling, quantum information, and the points where those fields meet AI.
Explore physics and quantum research →Biotechnology & biochemistry
Computational and literature-led work on molecular systems, biological data, and research tools, with laboratory and clinical claims kept outside the evidence.
Explore biotechnology and biochemistry →Analytics infrastructure
Privacy-conscious measurement, multi-site reporting, and operational visibility designed to support action rather than vanity metrics.
Research software
Focused applications and evidence systems built around explicit boundaries, accessible interfaces, dependable operation, and visible provenance.
CORE PRODUCT PORTFOLIO
Decision software, built around evidence.
Focused products for people who need useful answers, transparent methods, and a clean path from information to action. See the complete product index for boundaries and availability.
01 / ANALYTICS INFRASTRUCTURE
Flintglade Analytics
Privacy-minded web analytics with a cookieless tracker, focused reports, and clear retention.
- Traffic & acquisition
- Goals & realtime
- Multi-site portfolio
02 / MARKET INFORMATION
Flintglade Markets
Timestamped crypto, equity, macroeconomic, and public-interest information with research tools and visible source context.
- Cross-market snapshots
- Watchlists & alerts
- General research context
03 / AI RESEARCH
Flintglade AI Compendium
A source-backed field guide to AI systems, companies, research, history, mathematics, benchmarks, and emerging directions.
- Versioned knowledge graph
- Primary-source citations
- Research & theory
04 / BIOMOLECULES · CATABOLISM · BIOSYNTHESIS · METABOLISM
Oxalosuccinate
A connected human-metabolism, molecular-evidence, and biochemistry-learning platform with multiple routes into the same biochemical system.
- High-resolution static map
- Mechanisms & flashcards
- Designed study-guide library
Study biochemistry as a connected system.
Read a free high-resolution static pathway map, 22 native biochemical-mechanism families, 323 interactive flashcards, and nine complete PDF guides alongside the wider 19-guide collection.
Consilium
A free multi-provider AI harness that makes local models, provider command-line tools, optional direct APIs, and the route between them understandable in one interface.
PUBLISHED METHODS
How Flintglade handles evidence.
These are operating methods, not marketing slogans. Each page names the scope, evidence hierarchy, update rule, and known limits.
METHOD / PUBLIC SOURCES
Public-source research
How sources are selected, attributed, time-bounded, corroborated, and corrected.
Read the method → METHOD / MARKET INFORMATIONMarket information
How observation times, provider context, derived values, and decision boundaries stay visible.
Read the method → METHOD / AI & MLAI research methodology
How claims, benchmarks, source versions, uncertainty, and human review are separated.
Read the method →SPECIALIZED SOFTWARE
Bounded tools for concrete work.
SW / 01
TX / 02
BROWSER TOOLKIT / 16 PUBLIC LISTINGS
Switchboard
Private, request-scoped file and data conversion.
Tax Pre-Cleaner
Turn brokerage and crypto exports into an auditable review queue.
Flintglade Chrome Extensions
A published collection for technical context, research, page monitoring, evidence capture, accessibility, and everyday browser workflows.
ONE COMPANY FOCUSED SYSTEMS