TaskSlate AI Lab
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Private AI · Client Demo

Evaluate private AI on a real business task.

Try the Base Open Model now. In a client implementation, TaskSlate connects your approved business data, benchmarks this baseline, customizes the model around your workflow, and deploys the finished AI privately.

Live environmentBase Open ModelBaseline EvaluationChecking private inference...
01Base Open Model
02Your Business Data
03Measured Baseline
04TaskSlate Custom Model
05Measurable Comparison

Steps 02–05 are completed during your implementation. The public demo lets you test the starting model today.

ModelBase Open Model
ModeBaseline Evaluation
Data SourceManual Demo
DeploymentPrivate
Live demo

Test the Base Open Model

Describe a business situation
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Running the Base Open Model...
Public demo result

Base Open Model output

Category
Priority
Route To
What Happened

Suggested Next Action

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

    

This output is a starting point, not a client benchmark. A TaskSlate implementation evaluates both models on approved historical records and held-out test cases before reporting measured results.

Your implementation

Imagine this trained around your business

Same compact AI architecture. Customized around the way your organization actually operates.

Today · Public demo

Base Open Model

  • Generic business understanding
  • General classification
During your implementation

TaskSlate Custom Model

  • Your terminology
  • Your categories
  • Your historical decisions
  • Your workflow
  • Your expected outputs
  • Your business rules
Possible applications

What could TaskSlate build for you?

Start with one repeatable workflow where your team needs consistent, structured decisions.

Operations Intelligence

Classify incidents, route work and suggest next actions.

Customer Service

Understand incoming requests and route them using your service rules.

Quality & Manufacturing

Interpret defects, production events and quality records.

IT & Internal Support

Categorize issues and automate internal service workflows.

Document Intelligence

Extract and structure information from business documents.

Business Process AI

Turn repeatable human decisions into a specialized private AI workflow.

Have a different repetitive workflow?

From data to deployment

How your AI becomes yours

TaskSlate turns one agreed business workflow into a private AI implementation. We start with your approved business data, benchmark the baseline, customize the model, and deploy the finished system in infrastructure you control.

01
Approved inputs

Your business

SQL Database ERP / CRM Internal Applications Business Documents Historical Records

Read-only, approved access only

02
Implementation workflow

TaskSlate

  1. Discover the use case
  2. Connect the agreed data source
  3. Benchmark the baseline
  4. Prepare and structure data
  5. Customize the model
  6. Validate against real examples

One measurable workflow at a time

03
Delivered solution

Your private AI

TaskSlate Custom Model Authenticated Inference API Evaluation Dashboard Docker Deployment

Built around your workflow and expected outputs

04
Where it runs

Your infrastructure

Your Server or VM Your Cloud Account Client-Controlled Environment Private Network / Security Controls

Deployed in infrastructure you control

Measured evaluation

We prove the improvement.

TaskSlate establishes a measurable baseline before customization. After training, the custom model is evaluated again using held-out client examples that were not used during training.

01 · Baseline

Base Open Model

Evaluate on approved client examples.

02 · Customize

TaskSlate Custom Model

Train using business-specific examples.

03 · Validate

Same held-out evaluation set

Measure improvement against the baseline.

What we can compare
Category accuracyPriority accuracyRouting accuracyStructured output validityResponse consistency

Actual results are measured using your approved evaluation dataset.

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 database access to approved schemas, tables, views and fields.

Authenticated API

Only authorized applications can access model inference.

No mandatory external model API

The deployed model can perform inference privately.

Engagement scope

What you receive

A defined path from a business problem to a supported private deployment.

01

Discover

Workflow mapping
Use-case definition
Success criteria

02

Build

Data connection
Dataset engineering
Model customization
Benchmarking

03

Deploy

Docker deployment
Inference API
Security controls
Evaluation dashboard

04

Handover

Documentation
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 App
TaskSlate Private AIDuring your implementation
Your Applications
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 whether a compact private AI model is a good fit.

One workflow One data source Measurable benchmark Private deployment

Know another business that could use private AI?

Pass along the live demo or start a conversation.