Mako Flux Agentic Workflow

From Reactive to Agentic.
powered by Hermes & Grok

We design & deploy non trivial agentic workflows with controled memory and knowledge. Agents plan, reason, use tools, adapt in real time and respond to complex work escalating to human oversight where necessary

2–6
Humans + agent swarms per squad
100%
Principal-led deployments
2025
First Agentic workflows live

Are you lost in the churn of agentic change?
Mako Flux can guide you through

We believe efficient and adaptive agentic systems require discrete, purpose built reusable tools & transparent reasoning. Guard-railed drive over black-box drift. No hype, Just reliable momentum

01

Hermes Architecture

Hermes controls agent responses support evolving, dynamic memory with quality tool integration with real-time adaptation designed for production environments.

02

Agentic Memory

We integrate mem0, Obsidian and Knowledge Graphs as complementary substrates to manage cross-agent and temporal information flow

03

Trustworthy agents

We embed transparency, auditability and privacy guardrails from day one. Agents will not share IP or sensitive data with human-in-the-loop escalation and gatekeeping

Production-grade agentic infrastructure.
Built for the flux.

Our deployed Hermes platforms have ingested live data, maintained long-term private memory, coordinated multiple workflows to improve delivery across asset management, financial services and sales.

11.1M
Data points processed by our Hermes
40-70
Integrated enterprise tools. Hermes has 40 built in, with trustworthy extensions
1,266
Agent skills & playbooks
30+
Hermes is model agnostic: bring Anthropic, ChatGPT, Google, xAI api keys. Switch to the leading model as they emerge

The platform runs in production today. Agents plan, execute, review and iterate across concurrent timeframes. Workflow durations range from minutes to months. Distributed cloud infrastructure with full observability ensures continuous, auditable operation.

Example Hermes Agent Capabilities

Autonomous research & reasoning

Agents that gather, synthesise and reason over structured and unstructured data to surface regime shifts, opportunities and risks before they become obvious.

End-to-end workflow execution

Multi-agent squads that own complete processes—research, drafting, approval routing, execution and post-trade reconciliation—without constant human intervention.

Dynamic portfolio & campaign orchestration

Real-time re-planning and position sizing driven by live signals, not static rules. Agents adapt allocation, messaging and timing as market or customer conditions evolve.

Governed agent operations

Built-in monitoring, auditing, rollback and human-in-the-loop controls. Every action is logged, explainable and compliant with institutional risk frameworks.

Game Construction workflows

Agentic game construction using artefacts and APIS.

Continuous Integration

We dont just develop Proof of constructs, our deliverables range from fast web deployments from git repos, to more structured continous integration worklflows with human oversight .

Capabilities live in production may not be available for sale. Extensions to new verticals and custom mandates are activated through our agentic consultancy engagements.

Hermes Platform

Production-grade agent runtime from Nous Research

Makoflux deploys teams on the Hermes agent platform — a secure, model-agnostic runtime purpose-built for autonomous, multi-agent systems. Learn more at the official Hermes site.

Hermes Agent PlatformHermes Documentation

Long-term private memory

Hermes provides persistent, encrypted memory stores so agents retain context, history, and learned behaviours across sessions and workflows.

Secure agent isolation

Each agent runs in an isolated execution environment with strict boundaries, preventing cross-agent data leakage and enabling safe multi-tenant deployments.

Model-agnostic orchestration

Bring your own keys for Anthropic, OpenAI, Google, xAI or any compatible provider. Hermes lets you switch models dynamically as new leaders emerge.

Built-in tool ecosystem

40+ native integrations plus a trusted extension framework for connecting agents to enterprise APIs, data sources, and internal systems.

Discover, Adapt, Execute.

Traditional automation is rigid. Agentic work is alive. We build systems that sense change, replan on the fly and keep moving toward the goal—even when the map keeps redrawing itself.

Mako Flux agents reconstruct context as data emerges and changes, maintains memory across interactions, and continuously refine their plans. No assumed stationarity. No brittle rules.

Think of the system as in constant flow, agents reacts to new information, suggest changes and evolve with your thinking

What we are not

We do not deploy brittle RPA or rule-based bots that break when conditions change. We build adaptive, goal-oriented agents that replan and recover.

We do not rely on generic LLM wrappers. Every agent is engineered with memory, tools, evaluation loops and governance from the ground up.

We do not chase hype cycles or one-size-fits-all platforms. We deliver bespoke Hermes teams tuned to your workflows, risk tolerance and success metrics.

We do not bleed intellegence into frontier models. Hermes supports disconnection of memory and intellectual property from models that may absorb it.

Agentic Quants

Artificial Intelligence and Agentic Workflows have changed the Quant landscape. What took weeks to theorize, codify and test now takes minutes.

Trade policy & geopolitical shocks

Tariffs, sanctions and sudden realignments create binary, non-mean-reverting shifts. Agents that can replan in minutes—not weeks—capture or avoid the impact.

Central bank & regulatory divergence

Divergent rate cycles and evolving compliance break existing approaches.

Talent & cost pressure

High-agency human talent is scarce and expensive. Hermes squads multiply output per person while preserving authenticity, oversight and institutional knowledge.

Quant Workflow

We have quant workflows automated for factor decomposition (MSCI), data pipeline (LSEG, Bloomberg, MSCI) and custom vector database query to identify regime shift and market movements

Mako Flux was built for the world we are entering: faster, more consequential regime shifts where only adaptive, goal-driven agentic systems survive. This is not a cyclical tailwind. It is the new operating environment.

High-agency humans.
Hermes-powered agents.
One shared conviction.

Mako Flux combines agentic workflows from AI researchers, quantitative engineers, prompt architects, workflow designers and institutional operators. Our workflows have been developed and evolved in the crucible of Asset Management. Expertise with all major models, Cline, Hermes, OpenClaw, VsCode and other agentic scaffolding. Advice is platform agnostic and not tied to any one vendor.

Dr Alex Johnston, PhD
Chief Artificial Intelligence Officer & Principle Consultant

Start a conversation.

We work with institutional investors, asset managers, financial services firms and enterprises ready to move from reactive processes to agentic performance. Detailed capability decks, case studies and team biographies available on request.

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