Hybrid intelligence services

The intelligence layer for the autonomous enterprise.

Squadren is the first AI-native services network. We unite human expertise with Symframe agent networks to cut years off automation roadmaps, redesign cost structures, and build truly autonomous operations.

  • Hybrid squads of humans and agents, operating as one system.
  • Operational impact that lands in weeks, not years.
  • Cost structures redesigned around intelligence, not headcount.
This is how autonomous enterprises are built.
Human expertise
Human leadership
  • Platform engineers
  • Data engineers
  • Context engineers
Hybrid intelligence
Hypergraph context
  • Agentic networks
  • Agentic swarms
  • Continuous learning
Re-coded work
Autonomous operations
  • Proactive detection
  • Policy-aware actions
  • Predictive responses
Re-tooled labor
Hybrid squads
  • Humans set intent
  • Agents execute
  • Value compounds
OUR VALUE
10x
Faster from idea to execution
Compress multi-year automation roadmaps into months by pairing domain experts with Symframe agents.
10x
Cheaper than labor-based models
Replace headcount arbitrage with intelligence arbitrage. Fewer people, more capability.
100x
Scalable autonomous operations
Build an operating system where agents handle the work and humans focus on judgment.
Operational impact: cut years of automation work and trim cost structures. Structural impact: design your enterprise for intelligent operation and smart focus.
Solutions

The world’s first hybrid intelligence services company.

Squadren is where consulting, outsourcing, and integration converge into a single, AI-native operating partner built on Symframe.

Autonomous operations
Hybrid squads that turn observability, incidents, and routine changes into policy-aware, agent-driven workflows with humans in control of intent and risk.
Hybrid trading intelligence
Agents that watch markets, risk, and positions continuously, while engineers and risk leaders design the guardrails — alerts, actions, and workflows stay aligned with your books and limits.
Agentic IT operations
From tickets and toil to an AI-native NOC: detection, enrichment, and standard responses are handled by agents, so engineers focus on resilience and design.
AI-augmented back office
Close cycles, reconciliations, and controls become continuous, auditable flows instead of end-of-month events — with agents doing the work and humans signing off.
Data & context engineering
Squads that shape your systems, events, and policies into a Symframe hypergraph so agents always act with the right context, lineage, and governance.
Where we start

Built for the hardest domains first.

Squadren engagements begin where hybrid intelligence moves the needle fastest — high-value, high-friction functions where speed, reliability, and control matter most.

Domain
Trading & risk
Agentic monitoring, incident response, and decision support around market, operational, and credit risk workflows.
Domain
Supply chain & logistics
Hybrid squads that orchestrate planning, scheduling, exceptions, and ETA intelligence in real time.
Domain
Technology operations
From tickets and toil to autonomous operations — observability, incident response, and change at scale.
Domain
Finance & back office
Close cycles, reconciliations, and controls redesigned as continuous, policy-aware intelligence flows.
How it works

Built on Symframe, the control plane for the autonomous enterprise.

Symframe encodes your systems, data, policies, and workflows as a connected operational graph. Squadren runs on that graph, turning it into a living intelligence layer for your business.

  • Every squad, agent, and workflow understands its place in your enterprise.
  • Changes in your environment propagate through the graph, not through email.
  • Outcomes improve over time as the hypergraph learns from every interaction.

From work to outcomes

Instead of buying more capacity to push work through ticket queues, you buy outcomes delivered by hybrid squads that are always on and always learning.

Your teams focus on intent, governance, and strategy. Symframe agents and Squadren engineers handle the execution and improvement loops.

The result is a permanent shift from labor economics to outcome economics.

Enterprise domains
Symframe control plane
Squadren hybrid squads
Talk to Squadren
Two outline human icons connected to a network of nodes and lines with an upward arrow showing growth or progress.

What could an AI-native services network do for you?

Identify where speed, reliability, or cost is limiting progress. A Squadren team member will follow up to discuss your challenge and determine whether our human-plus-agent model can deliver a better curve.

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