Neurosymbolic cognitive AI · applied research lab
Reliable AI that can explain itself.
Cybernetika is a neurosymbolic cognitive AI applied research lab. We build intuitive systems that pair probabilistic LLMs with deterministic reasoning — holding 99% task completion on the hardest business work, where the best frontier models alone manage 43.3%.
99%
Foxy task completion
43.3%
best frontier model
3×
lower cost
10×
faster
Research
A hybrid discipline.
Neurosymbolic cognitive AI combines probabilistic reasoning — LLMs — with symbolic deterministic reasoning: knowledge graphs and formal logic. The two fields spent decades as rivals. Married, they produce systems that are reliable and explainable through the deterministic toolkit, and flexible to inputs beyond their explicit programming through the probabilistic one.
Neither half can do the whole job. An LLM alone guesses. A rules engine alone can only answer the questions someone thought to ask.
known environments
unknown environments
The system · Foxy
Research applied to real-world scenarios.
Foxy is an AI business enablement platform for executives, enterprise teams, and small businesses — out-of-the-box solutions for common operations, readily extensible for bespoke use cases. It performs reliably and independently in defined and undefined environments, tracking and completing long-horizon tasks autonomously and escalating to colleagues with full context when needed.
People
Channels
Foxy
Policy · Reasoning
Provenance
Systems
Policy-enforced data layer
Decides which facts an agent may see. Attribute-level policy, data lineage, and a complete history of every change.
Real-time deterministic reasoning
Recomputes the state of the business the moment anything changes. No stale answers, no drift.
Fixed identity
Every LLM runs under a fixed identity that can only write inside a validated transaction.
Provenance
Every action lands with a complete record of who did it, what changed, and why.
FoxyKnowledge
Start with one workflow. Extend across the business.
FoxyKnowledge is a package library of cross-functional business data and process models that automatically stitch together — spanning accounting, receivables and payables, sales, CRM, project management, workforce, and healthcare. When two packages meet, the connections between them switch on by themselves. Adding a package is an install; the integration work already happened inside the library.
- 1rent invoice overdue
- 2lease, tenant, and unit
- 3contact preference
- 4email, then SMS nudge
- 5payment in; ledger updated
For deeper correlations, built-in dreaming runs reflective passes across conversations, structured data, and documents — and brings back connections nobody asked it to find.
Results
Measured on the hardest work.
In complex multi-participant, multi-step workflows, Foxy beats the frontier — including Claude Fable 5. Typical tasks complete at 99%, at about a third of the cost and ten times the speed; known complex tasks hold 99% where the best frontier models manage 43.3%.
Mercor Apex benchmark · Claude Fable 5 alone: 75% on typical tasks.
Signed and ongoing
Patient experience for a healthcare provider — our first enterprise deployment, under contract and in progress.
Near-term pipeline
Contracts expected for workforce planning, enterprise project management, enterprise sales support, and treasury and financial forecasting.
Two ways in
From the solo operator to the enterprise.
The same substrate serves a lawn care company and a hospital system. That range is what a substrate is for — and it is why Cybernetika sells two ways at once.
Enterprise · with FDE support
For complex existing processes.
Foxy ingests, organizes, and operationalizes data across the systems an enterprise already runs — building a unified view while normalizing and triaging anomalies. Missing a billing address or a PO? Foxy finds and asks the right person on Slack, reaches out to the counterparty directly, and writes the ledger records with its deterministic tools.
Natural-language configuration, observability, and policy controls let non-technical users expand what Foxy does — trust that holds in sensitive, regulated environments.
Initial packages: sales support, accounting, CRM, AP/AR automation, ERP consolidation, supply chain, workforce planning. Standard connectors for Google Workspace, Microsoft 365, Slack, HubSpot, Salesforce, QuickBooks, NetSuite.
Start a consultation →TeamFoxy · SaaS
A configurable AI back office.
A self-service, consumer-like SaaS for teams and small businesses. TeamFoxy deploys with its own @teamfoxy.ai email address and a phone number for SMS and voice. Out of the box it answers calls, books appointments, schedules the workforce, chases invoices, and keeps the books tax-ready.
Opening August 2026 — early birds go first.
Meet the foxes → teamfoxy.aiThe next step
See Foxy run.
Start a consultation and let us show you how Foxy runs any business — your business — end to end. A technical walkthrough of the substrate and the live system, and wherever your questions take it from there.
Prefer email? adc@cybernetika.ai