Meet FireFlow, the execution layer for financial institutions

Deterministic orchestration infrastructure to deploy regulatory-grade, perimeter-contained AI agents rails in weeks, not years.

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Finance is entering an infrastructure transition

Not a product transition

Intent-Driven

Yesterday

The customer opens an app. Browses. Clicks. The customer is the executor of intent. Brand and distribution scale dictate market power.

Navigational

Today

An AI agent resolves intent on their behalf. It does not see brand. It executes against whichever infrastructure answers its call.

AI is redefining the very nature of how we do business over internet

Don't become a node

Rely on third-party orchestration. Become progressively invisible to AI agents routing on behalf of customers. Zero leverage against displacement.

Own the rails

Deploy deterministic orchestration infrastructure. Become an addressable, governed execution node in the agentic commerce ecosystem. Capture structural value.

In-housing AI readiness without support comes with significant overhead

$5m+

Direct Build Cost

Estimated sunk cost for in-house deterministic infrastructure before going live.

85%

Budget Overrun

Of organizations misestimate AI costs by more than 10%. (Benchmarkit)

80%+

Failure Rate

Of AI projects fail—roughly twice the failure rate of non-AI IT projects. (RAND Corp)

Composable Agent Platform

Beyond safety - the platform layer institution teams build on directly.

Visual flow builder & reusable library

What it does

Institution teams author agents through a graphical builder. Flows are versioned, modified and reused across the institution.

Why it matters

Agent development moves out of engineering backlogs. Each workflow becomes a permanent institutional asset, not a one-off integration.

Native MCP / Skills / CLI integration

What it does

Any machine-readable service becomes a tool the institution owns.

Why it matters

Reusable Skills package these tools into workflows deployed across business lines.

Multi-agent orchestration

What it does

Agents work together on complex tasks, delegating sub-tasks to specialised agents.

Why it matters

Cross-system, multi-step workflows under a single governed flow with hard limits.

Context-aware routing

What it does

A smart router invokes the right specialised agent based on user intent.

Why it matters

No manual handoff logic; one conversational entry point connects to dozens of capabilities.

Deploy governed, compliant execution surfaces

Standard workflow tools fail in regulated environments because they lack transactional guarantees. FireFlow is built specifically for irreversible, high-stakes financial operations.

High-Value Transactions

Payments, transfers and settlements where the agent prepares everything but a human approves execution. The workflow pauses for minutes or days and survives any infrastructure event.

Sandboxed Execution

Agents run in isolated environments with only the permissions they need. A misbehaving agent cannot reach beyond its scope into other workflows, the host or external data.

Multi-Agent Orchestration

A single request requiring several specialised agents: pricing, eligibility, documentation, execution. A smart router invokes each in sequence under one governed flow.

Disputes & Audits

When a customer or regulator questions an outcome, the full decision can be replayed step by step. Every input, every action, reproducible months later.

Controlled Agents

The AI talks; the workflow decides what it can actually do. Available actions, order and permissions are locked in advance outside the model's control.

On-Premise LLM

The AI model runs inside the institution's own infrastructure. Customer data, transactions and internal documents stay inside the perimeter never sent to an external API.

Leadership

Co-Founder & CEO

Mike Sarvodaya

Former prop firm & hedge fund quant & risk manager. Institutional digital asset strategy leader since 2016 & AI solutions architect since 2022.

Co-Founder & CTO

Vladimir Maslyakov

Tech leader with 27+ years of experience across fintech, finance & web3 including co-founding and scaling Blum Crypto to 100m+ users.

Co-Founder (Non-Executive)

Max Rabinovitch

Business strategist integral to the launch and scale-out out the Chiliz ecosystem and a leader in the emergence of SportFi as a vertical.

Explore how Fireflow can help

Conduct a 4 week assessment of the institution's current infrastructure, regulatory posture, and integration scope followed by a proposal for a staged deployment.

Schedule a Demo