TaskSlate AI Lab TaskSlate.com
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Private AI · Public baseline demo

Evaluate private AI on a real business task.

Try the Base Open Model now. In a TaskSlate implementation, we connect approved business data and systems, configure the AI around your workflow, establish a measurable baseline and customize further where it adds value.

The public Lab shows the starting point. Your implementation is built around your workflow.

LIVE ENVIRONMENTBase Open ModelBaseline DemoPrivate inference onlineNo client data connected
01Base Model
02Connect
03Configure
04Benchmark
05Custom AI
06Validate

During your implementation

MODELBase Open Model
MODEBaseline Evaluation
DATA SOURCEManual Demo
DEPLOYMENTPrivate
CUSTOMIZATIONNone — Public Demo
Live demo

Test the Base Open Model

Describe a business situation
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Try an example
This public demo runs the Base Open Model in private inference. It is not a client implementation.
Running the Base Open Model...
Public demo result

Base Open Model output

Category
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Priority
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Route To
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What Happened

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Suggested Next Action

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Private inferenceYes
Response time—
Technical details
Model identifier—
Prompt tokens—
Completion tokens—
Total tokens—
Latency—
API response—

    

    
This is a public baseline demo. It is not a client benchmark or a TaskSlate Custom AI implementation.

  


  

    
Your implementation
Imagine this built around your business
The Base Open Model is only the starting point. A TaskSlate implementation adds your rules, terminology, systems, live data and expected outputs — with model fine-tuning only where evaluation shows it adds value.

    
TODAY
Base Open Model
  • Generic business understanding
  • Generic terminology
  • Manual input
  • General classification
YOUR IMPLEMENTATION
TaskSlate Custom AI
  • Your terminology
  • Your business rules
  • Your live data
  • Your systems
  • Your workflows
  • Your expected outputs
  • Optional fine-tuned model

    

      Base Open Model
      +
      Business Rules
      +
      Live Data & Systems
      +
      Secure Connectors
      +
      Evaluation
      +
      Optional Fine-Tuning
      =
      TaskSlate Custom AI
    

  


  

    
Possible applications
What could TaskSlate build for you?
Start with one repeatable workflow where your team needs consistent, structured decisions.

    

      
Operations Intelligence
Connect, interpret, classify and automate operational workflows.

      
Customer Service
Connect, interpret, prioritize and route service requests with your rules.

      
Quality & Manufacturing
Connect, interpret and classify defects, issues and production signals.

      
IT & Internal Support
Connect, prioritize and automate internal service requests and triage.

      
Document Intelligence
Connect, extract and structure information from business documents.

      
Business Process AI
Connect, classify and automate repeatable decisions around your workflow.

    

    
Have a different repetitive workflow? 

  


  

    
From data to deployment
How your AI becomes yours
TaskSlate turns one approved business workflow into a private AI implementation. We connect the relevant systems, benchmark the baseline, configure the logic and deploy the finished system in infrastructure you control.

    

      
01
Approved business context
Your business
 SQL Database ERP / CRM Internal Applications Business Documents Historical Records
Approved access only

      
02
Implementation workflow
TaskSlate
  1. Discover
  2. Connect
  3. Configure
  4. Benchmark
  5. Customize where needed
  6. Validate
One measurable workflow at a time

      
03
Delivered solution
Your private AI
 TaskSlate Custom AI Business Rules & Prompt Mapping Authenticated Inference API Evaluation Dashboard Secure Connectors
Built around your workflow and expected outputs

      
04
Where it runs
Your infrastructure
 Your Server / VM Your Cloud Account Client-Controlled Environment Private Network / Security Controls
Deployed in infrastructure you control

    

    

      
Your Database / ERP / API

      

      
Secure Connector

      

      
TaskSlate Custom AI

      
Current business information can be retrieved when the workflow needs it.

      Database, REST API, internal service or MCP-compatible integration where appropriate.
    

  


  

    
Measured evaluation
We prove the improvement.
TaskSlate establishes a measurable baseline before configuration and customization. We measure the same workflow against an approved evaluation set, then evaluate any improvement with the same criteria.

    

      
BASELINE
Base Open Model + approved examples
Starts with the public starting point and a known benchmark.

      
CONFIGURE
Business rules, prompts and workflow logic
Align the system to the actual process and decision flow.

      
CUSTOMIZE WHERE NEEDED
Optional fine-tuning only when justified
Only use model tuning if benchmark results support the extra complexity.

      
VALIDATE
Same held-out evaluation set
Measure the final result using the approved evaluation dataset.

    

    
What we can compare
Category accuracyPriority accuracyRouting accuracyStructured output validityResponse consistency

    
Actual results are measured using your approved evaluation dataset.

    
We use the simplest architecture that solves the business problem.

  


  
Private by design
Your business data stays under your control.
Deployment and access are designed around the environment and controls agreed for your implementation.

    
Private deployment
Deploy inside supported client infrastructure.

    
Read-only integration
Restrict access to approved data sources and fields, while keeping live data in place.

    
Authenticated API
Only authorized applications can access model inference.

    
No mandatory external model API
Live data can remain in existing business systems and be retrieved only when required by the agreed workflow.

  


  
Engagement scope
What you receive
A defined path from a business problem to a supported private deployment.

    
DISCOVER
Workflow mapping
Use-case definition
Success criteria

    
CONNECT & CONFIGURE
Approved data and workflow setup
One data/system integration
Business rules
Prompt mapping
Structured outputs

    
BENCHMARK & CUSTOMIZE
Base Open Model evaluation
Error analysis
Workflow refinement
Optional model fine-tuning
Validation

    
DEPLOY
Docker deployment
Authenticated inference API
Security controls
Evaluation dashboard

    
HANDOVER
Documentation & support
Knowledge transfer
Deployment support
30-day post-launch support

  
One defined implementation. No per-token TaskSlate subscription required. Infrastructure and third-party costs, if any, are separate.


  
Works with your stack
You don’t need to replace your software.
TaskSlate adds a private intelligence layer to the business systems you already use.
Your ERPYour CRMYour DatabaseYour Internal Applications
Secure ConnectorsTaskSlate Custom AI
Your Existing Applications / Workflows


  
Start with one workflow
What business process would you automate first?
Show us one repetitive workflow and a sample of how your team handles it today. We’ll assess how TaskSlate could connect the required data, establish a baseline and build a private AI solution around the process.
One workflow • One approved data source • Measurable benchmark • Private deployment


  
Know another business that could use private AI?
Pass along the live demo or start a conversation.