Deterministic AI Agent Networks
Without the Complexity
Deterministic agent execution is brutally complex. Adding context, providing the right tools at the right time with the exact context and the exact parameters, execute graphs with repeating patterns to get reliable results...it's a messy nightmare.
We make it visual, precise, and actually work.
Simple Loop
Run through responses from LLM and apply for each element additional steps. Perfect for precise matching
The Brutal Reality of Deterministic AI Agents
Deterministic agent networks are extremely complex and sophisticated.
Complex graphs in code, frameworks which add more overhead than help...
This is what breaks teams and productivity.
This Is What's Killing Your Productivity
Framework Hell You're Stuck In:
- ✗LangChain / LangGraph - Complex, brittle, breaks constantly
- ✗CrewAI - Orchestration nightmares, impossible to debug
- ✗AutoGen - Coordination chaos, no visibility
- ✗LlamaIndex - Context management hell
- ✗Mastra, Swarm, Custom SDKs - More code, more problems
The Brutal Reality:
- ✗No visual execution paths - You're flying blind
- ✗Can't specify precise paths - Code forces generic flows
- ✗Context overload - More data = worse results
- ✗Tool parameters - Hard to define, impossible to verify
- ✗Repeat patterns (2 of 3, 3 of 5, x of y) - Code complexity explodes and token usage increases
- ✗No execution tracking - Can't see what happened when
- ✗Can't change mid-flow - Stuck with broken execution or unpredictable side-effects
Our Solution: Visual Precision That Actually Works
Visual Flow & Graph Execution:
- ✓See the exact path each prompt takes - no guessing
- ✓Specify precise paths based on your exact use cases
- ✓Select right data/context at the right point - no overload
- ✓Real-time changeable - fix issues immediately, no redeploy
- ✓Easy tool parameter definition with exact context available
Execution Control & Determinism:
- ✓Track what happened when - full timeline, every step
- ✓See individual prompt paths in real-time - know which path was taken
- ✓Change execution instantly when something goes wrong - no code changes
- ✓Automated prompt testing - verification loops built-in
- ✓Quorum answers - run same prompt multiple times, select winning quorum ratio
- ✓Full cost-control - keep track of every nodes token usage and real-time cost
Everything You Need to Build AI Agent Networks
Three powerful components that work together seamlessly
MCP & API Connector
Query any REST API to fetch data and enrich your prompts. Connect to your databases, third-party services, or custom endpoints with visual configuration.
- REST API integration
- Authentication support
- Dynamic parameter mapping
Google Drive Connector
Pull context documents, guidelines, and reference materials directly from Google Drive. Perfect for prompt enrichment with company knowledge bases, style guides, or training data.
- Document & spreadsheet access
- Folder-based search
- Secure service account auth
Tools Editor
Create and manage tools that your AI agents can use. Generate flows automatically with AI assistance or manually design tool execution within your workflows.
- AI-powered flow generation
- Custom tool creation
- Tool execution tracking
Visual Flow Designer: Precision Meets Control
Start with a prompt input node and end with an output node. Everything in between is your deterministic AI agent network, visually designed, precisely controlled, and instantly executable.
Flow Components
- • Static data & context injection at precise points
- • Tool execution nodes with context-aware parameters
- • Conditional logic & branching for different paths
- • Loops & iteration - visual repeat patterns, verify until good result
- • LLM prompt execution with exact context needed
- • Quorum answers - run multiple times, select on quorum ratio
Execution Analytics & Control
- • Real-time step-by-step logging - see what happens when
- • Track individual prompt paths - know which path was taken
- • Per-node execution timing - optimize bottlenecks and cost drivers
- • Average, 95th percentile, min/max - full metrics
- • Change execution instantly - fix issues on the fly
- • Automated prompt testing - verification loops built-in
- • Full audit trail - every change tracked
The Key Difference: Visual Precision
Specify precise paths based on your exact use cases. Select only the right data and context at the right point. Define tool parameters based on the exact context available. All visually, all in real-time, all changeable instantly when something goes wrong.
Free Your Developers. Empower Your Business Teams.
Stop the bottleneck. Product owners, managers, and business analysts can now build, modify, and deploy AI agent flows instantly—no developers, no code, no waiting.
The Old Way: Developer Dependency Hell
- ✗Every change requires a developer
Product owners wait days or weeks for simple prompt tweaks
- ✗Deployment bottlenecks kill momentum
Business analysts can't test ideas without engineering tickets
- ✗Expensive developer time wasted on simple changes
$150/hour engineers fixing typos in prompts and adjusting flows
- ✗Innovation moves at the speed of sprint planning
Great ideas die in backlogs while competitors move faster
The New Way: Business Teams Own AI Agents
- ✓Product owners modify flows instantly
Change prompts, adjust logic, test new paths - all in minutes, not weeks
- ✓Business analysts deploy changes immediately
No code, no developers, no deployment pipeline, just results
- ✓Developers focus on what matters
Free up $150/hour engineers for architecture, not prompt editing
- ✓Move at the speed of business, not engineering
Test ideas in real-time, iterate instantly, deploy when ready
The Bottom Line: Stop Paying Developers to Edit Prompts
Your product managers can build entire AI agent networks.
Your business analysts can modify and deploy changes in real-time.
Your developers can focus on building infrastructure, not tweaking prompts.
Financial Agents: Where Subtlety Kills Reliability
In financial services, subtle prompt changes completely change meaning. Today's LLMs can't reliably select the right path or approach. With increasing context, history, and data volume, it gets exponentially worse.
The Problem
- ✗Same prompt, different context = different results
- ✗More data = worse reliability, not better
- ✗Can't split prompts for different meanings
- ✗No way to run different paths and combine results
- ✗Deterministic processing is impossible
Our Solution
- ✓Split prompts for different meanings
- ✓Run different paths for different interpretations
- ✓Combine data step-by-step with precision
- ✓Build complex repeatable deterministic processing
- ✓Ensure it always works - visual verification
How It Works for Financial Agents
Split & Route
Different prompt meanings take different visual paths. See exactly which path each request follows.
Context Precision
Add only the right context at the right step. No overload, no confusion, just what's needed.
Deterministic Results
Combine results from multiple paths, run verification loops, get quorum answers. Always reliable.
Run in Your Infrastructure. Stay Compliant.
Design your flows in our SaaS. Once designed, run them in your own infrastructure with your own API keys. Only logs and metrics are transferred to our platform. Your data stays yours. Your compliance stays intact.
Design Phase
Use our visual designer to build, test, and iterate on your flows. All design work happens in our SaaS.
Production Phase
Export and run flows in your infrastructure. Only execution logs and performance metrics come back to us.
Why Teams Abandon LangChain, CrewAI, and Custom Code
10x Faster Development
Build deterministic agent networks in hours, not weeks. No framework wrestling, no dependency hell.
Visual Execution Tracking
See exactly what happened, when, and why. Track individual prompt paths, change execution instantly.
No Developer Required
Product owners and business analysts build, modify, and deploy flows instantly. Free up developers for real engineering work.
Your Infrastructure, Your Keys
Run flows in your environment. Only logs/metrics to SaaS. Stay compliant, stay secure.
Deterministic by Design
Visual verification loops, quorum answers, repeat patterns (2 of 3, 3 of 5). Actually works, every time.
Stop Wasting Time on Framework Complexity
Deterministic AI agents don't have to be a nightmare.Visualize your flows, specify precise paths, track every execution, and actually get reliable results. All without writing a single line of agent framework code.
Join the Early Access Waitlist
We're soft-launching with a unique pricing model. Pay what you think it's worth, minimum $5/month. Highest supporters get access first in weekly waves.
Design your flows in our SaaS. Run them in your infrastructure with your keys.
Stay compliant. Stay in control.