Intelligence proposes.
Finura decides.
FINURA AI is the cognitive engine for trustworthy autonomous AI — the governance layer between the model and your systems. Our neuro-symbolic engine and Alpha Triad make AI agents reason, check themselves and stay accountable, starting with banks.
AI agents can generate.
They can't yet be trusted to act.
They can't reason
Outputs are plausible, not provably correct.
They can't remember
No durable memory or context across tasks.
They can't prove decisions
No record of why an action happened.
Risk and compliance teams can't prove who allowed what — so agents never reach production in banks.
Two forces are arriving together
Enterprises want agents that act
Not just chat: agents that run workflows, transactions and operations.
Regulators demand accountability
Proof of who authorised every action an agent takes.
“Bigger models won't win the next wave of AI. Better cognitive architectures will.”
The Neuro-Symbolic Intelligence Engine
Reasoning you can inspect.
Neural models
Perception, language and pattern recognition.
Symbolic logic
Explicit rules and policies that can be checked.
Long-term memory
Context that persists and compounds.
Knowledge graphs
Structured relationships between entities, facts and rules.
The Alpha Triad
Three agents in a closed loop: plan, act, check — and re-plan when something is off.
Decomposes goals into executable sub-tasks.
Carries out approved steps with tools, APIs and memory.
Checks each step against policy, pauses for human approval, records a tamper-evident audit, and triggers re-planning.
How a governed run works
Every run passes through ten cognitive stages, with the Critic watching each one.
Policy pause + human-in-the-loop
High-risk steps stop until a person approves.
Tamper-evident audit
Every decision is recorded and the audit trail is verified.
Governed plan reuse
Approved plans are reused safely via a semantic cache.
Cognitive security
Untrusted text can inform the model, never grant authority.
Built, tested, attacked
Automated tests
Adversarial tests across 10 attack classes, from prompt injection to exfiltration
In local pilots
Seeking our first bank pilot
Early signals
Built for banks first
Governed AI agents that check policy, decide, and record — so banks can put autonomy into production.
The AI-in-banking market by 2033, which governance sits within.
Source: Grand View Research, 2026
One engine, many industries
Global Financial Intelligence OS
Healthcare Intelligence OS
Autonomous Home Intelligence OS
Governed agents built on the engine
Banks are the beachhead. The engine is reusable everywhere decisions must be trusted.
FINURA Labs
Research first, products second.
Neuro-symbolic engine
Memory systems
Knowledge graphs
Multi-agent orchestration
Autonomous learning loops
Explainable decision architectures
From first pilot to cognitive networks
2026
Foundation + first bank pilot
2027
Market entry, vertical products, agent marketplace
2028
Scale and enterprise partnerships
2029
Full stack across industries
2030+
Global cognitive networks
Leadership
Ashish Tatikunta
Founder & CEO
Built for production conversations
Partner with us on the first governed bank pilot
Banks: bring one workflow; we'll show it running with policy checks, human approval and a verifiable audit trail.
Builders: see pricing and join the waitlist for early API access.
Investors: we're raising our pre-seed round. Let's talk.