Not a chatbot. A specialist.
AnglingAI doesn't just wrap a general-purpose AI model. We've built 13 purpose-trained intelligence layers — each one a domain expert in a specific area of angling. Expert-validated knowledge, continuously learning, always current.
Expert-Curated Data
Each model is trained on structured knowledge from professional anglers, match results, scientific data, and verified venue intelligence — not scraped web pages.
Continuously Learning
Our models update weekly with new match results, seasonal patterns, venue changes, and expert contributions. The knowledge never goes stale.
Fact-Checked & Verified
Every knowledge module is validated by experienced anglers and cross-referenced against official sources. Wrong advice costs fish — we don't guess.
Our AI model stack
Each model is a specialist intelligence layer purpose-built for its domain. They work together to deliver advice no general AI can match.
VenueAI
Real-time venue intelligence
Trained on 5,000+ UK waters with live database queries, web research, and verified fishery data. Knows species, methods, rules, facilities, permits, and seasonal patterns for specific venues.
SpeciesAI
Visual identification & behavioural intelligence
Identifies 60+ UK freshwater and sea species from photos with confidence scoring. Understands hybridisation, seasonal behaviour, feeding patterns, and habitat preferences.
TackleAI
Equipment matching & comparison engine
Deep knowledge of 200+ products across poles, rods, reels, and accessories. Compares brands, recommends setups by budget and discipline, and understands specification trade-offs.
MatchAI
Competition tactics from 10,000+ results
Trained on commercial fishery match results, weather-based method selection, feeding rhythms, and the decision-making process of experienced match anglers. Knows what wins on the day.
CarpAI
Specimen carp intelligence
Purpose-built for specimen carp fishing — rig mechanics, bait application, watercraft, seasonal location patterns, and the patience-testing tactical decisions that put big fish on the bank.
BaitAI
Feeding strategy for every condition
Comprehensive bait and feeding knowledge — preparation methods, application rates, seasonal effectiveness, and the critical relationship between feed quantity, timing, and fish response.
ConditionsAI
Predictive fishing conditions & timing
Combines live weather data, barometric pressure, solunar feeding periods, moon phase, and water temperature to predict optimal fishing windows and method adjustments.
CoastalAI
Shore, boat & estuary intelligence
Specialist sea fishing knowledge — tide state analysis, species seasonality, shore marks, charter boat tactics, minimum landing sizes, and IFCA regulations for all UK coastal regions.
GameAI
Fly selection & presentation mastery
Covers trout, salmon, and grayling across rivers and stillwaters. Hatch matching, fly selection, presentation techniques, leader construction, and reading water for game fish.
PredatorAI
Lure & deadbait tactical intelligence
Pike, zander, and perch specialist — lure selection, retrieve patterns, deadbait rigs, seasonal location, and the predator-specific watercraft that finds fish when others blank.
ComplianceAI
Real-time regulation & welfare checks
Checks today's byelaw status, close season dates, rod licence requirements, size limits, and fish welfare best practices. Always current, always accurate, always legal.
RetailAI
Product recommendation for tackle retailers
Powers the WooCommerce integration — understands product catalogues, customer intent, complementary items, and upsell opportunities. Only recommends what's actually in stock.
ExpertAI
Curated knowledge from 50+ professionals
Draws on tips, tactics, and venue-specific knowledge contributed by named professional anglers across all disciplines. Attributed, verified, and continuously growing.
How the models work together
When you ask a question, our routing engine analyses your query and activates the relevant specialist models. A question about “best bait for tench in June on a commercial” activates BaitAI, ConditionsAI, and MatchAI simultaneously.
Intelligent Routing
Our query analysis engine detects the intent, species, discipline, conditions, and venue context in your message — then activates only the models that are relevant. This keeps responses fast, focused, and accurate.
Multi-Model Fusion
Complex questions draw from multiple models at once. The system fuses knowledge from VenueAI, ConditionsAI, and ExpertAI to give you advice that accounts for the specific water, today's conditions, and what the pros would do.
Live Data Integration
Models don't just rely on static knowledge. VenueAI queries our database of 5,000+ waters in real-time. ConditionsAI pulls live weather, pressure, and solunar data. ComplianceAI checks today's byelaw status.
Expert Validation Loop
Every model is reviewed by professional anglers in that discipline. Match anglers validate MatchAI. Charter skippers validate CoastalAI. If the AI gets something wrong, our correction system fixes it within hours.