Simtheory
MCP client with model switching, assistants and agentic mode.
AI workspace for teams
Your team is already using AI. Give them a better way.
A secure workspace where your team can think with AI, build assistants that know your business, and delegate real work — with the controls enterprise demands.
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Design your enterprise AI workspace
app.simtheory.ai
B
Board deck prep
Pipeline analysis
Prepare the quarterly board deck with latest financials from our data warehouse and highlights from CRM pipeline
S
Business Analyst
I'll pull together the board deck now. Let me grab the financial data and pipeline highlights.
Queried data warehouse API
GET /api/financials/q4
GET /api/revenue/segments
Read 4 files
quarterly_report.xlsx
pipeline_summary.csv
Revenue is up 23% QoQ. Now pulling the CRM pipeline data.
Queried CRM pipeline
Generated 12-slide deck
Here's your quarterly board deck. I pulled financial data from the data warehouse, pipeline highlights from CRM, and generated a 12-slide presentation.
board_deck_q4.pptx 12 slides
Q4 Board Report
Quarterly Performance Review
Revenue by Segment
Pipeline Growth
+23%
QoQ Revenue Growth
Working... Complete
Reports
Querying financial data... Generating board deck...
2 of 4 tasks 4 of 4 tasks
What task would you like to complete? (use @ to add context)
Simtheory
Claude
Files in this session
quarterly_report.xlsx 2.4k
pipeline_summary.csv 1.8k
brand_guidelines.pdf 3.1k
board_deck_q4.pptx Streaming
Agent tasks
2
GOAL
Prepare Q4 board deck with financials and pipeline data
Pull Q4 revenue data
Get CRM pipeline
Generate slide deck
Format final output
Replay
Your employees are already using AI. You just can't see it.
Right now, your employees are using AI tools on personal accounts. They're uploading sensitive documents to ChatGPT, Claude, Gemini — whatever's newest, whatever's best.
You can't blame them. They want to work faster. They want the best tools available.
But you have no visibility. No governance. No control.
The answer isn't to lock AI down. It's to give them a better place to use it.
✓ SSO & enterprise identity
✓ Audit logs & tracking
✓ Data residency controls
✓ Deploy on your cloud
What you deployed
✗ Single-vendor AI pilot
✗ Limited to one model
✗ No access to internal systems
✗ Basic chat interface
What your employees actually want
✓ The best model for each task
✓ Access to their real data
✓ Tools that can take action
✓ A workspace they'll actually use
The hard truth
Your enterprise AI pilot failed. Here's why.
You tried to get ahead of this. You ran a pilot. It didn't stick. You're not alone — most enterprise AI pilots fail to scale. Here's what went wrong:
1
One model, one vendor
You bet on a single provider, then a better model launched and you couldn't switch. Now you're locked in and falling behind.
2
No access to real data
Your AI couldn't reach the systems where your knowledge actually lives — data warehouses, internal tools, document repositories. It was disconnected from reality.
3
Chat, not agent
You gave people a chatbot when they needed a coworker. Something that could take action, not just answer questions.
4
No path to ROI
It couldn't do real work. A novelty that wore off in weeks. Leadership asked "what's the return?" and you didn't have an answer.
Salesforce
Teams
Databricks
Gmail
Redshift
SharePoint
Excel
Outlook
Snowflake
Simtheory
BA
Business Analyst
Querying Snowflake for churn signals, scanning market reports and competitor filings...
BA
Business Analyst
Cross-referenced 3 data sources with 12 public filings. Found 4 at-risk accounts.
Retention playbook drafted
Exec team briefed via email
Salesforce flags updated
Delegate a task...
Your AI is locked out of your business
Your employees want to delegate real work to AI. But they can't — because AI doesn't have access to the systems where work actually happens.
Data warehouses. CRM. Internal tools. The context AI needs is locked behind integrations that don't exist yet.
Without access, AI can only chat. With access, AI can query live data, draft from real numbers, update records, and execute end-to-end.
That's the difference between answering questions and getting work done.
Your team doesn't know how to work with AI yet
The tools exist. Claude can code. GPT can analyse. Gemini can research. But your employees are still treating AI like a search box — asking questions instead of delegating outcomes.
This isn't a criticism. It's a skill gap. Most people have never worked alongside an autonomous agent. They don't know how to give context, set boundaries, or trust AI to execute.
The companies pulling ahead aren't just buying AI tools. They're teaching their people to manage AI like a capable junior employee — one that needs clear instructions, appropriate permissions, and regular review.
Chat Most teams are here
Discussion
Delegation
Automation The goal
What's our Q3 revenue?
S
Q3 revenue was $4.2M, up 18% from Q2.
You get an answer
Help me analyse Q3 revenue trends
S
Enterprise grew 34%, but SMB churned at 12%. Three patterns worth noting...
You think together
Prepare the Q3 board deck
S
On it. Pulling data now.
Queried data warehouse
You get the work done
Every Monday, send the weekly sales summary
S
Scheduled. Here's this week's:
Runs every Monday, 8 AM
Work happens without you
The model chaos problem
The model you chose six months ago is already outdated
The best model today won't be the best model tomorrow. New models launch monthly. Different models excel at different tasks — reasoning, coding, creativity, speed. Locking into one vendor was a safe bet when AI was new. Now it's a strategic liability. You need a layer that lets you switch models without retraining your team, rebuilding your assistants, or renegotiating your contracts.
The solution
From conversation to delegation
Simtheory isn't another chatbot. It's a secure workspace where your team learns to work with AI, builds assistants that understand your business, and delegates real work — with full enterprise controls.
One platform. Every model. Your data. Your rules.
Analyze quarterly revenue trends
Draft a client proposal
Summarize 50-page research paper
Opus
GPT
Gemini
Kimi
Best for deep analysis
Best for creative writing
Best for long context
Think with any model
Switch models mid-conversation. Pick the best one for each task. No lock-in.
5 sources connected
What's driving customer churn?
SharePoint + Outlook + Databricks Churn correlates with onboarding gaps in enterprise segment...
Connect your data
Secure connections to your data warehouses, internal systems, and SaaS tools. AI gets the full picture.
Business Analyst Connected to your data
3 knowledge sources
2 skills enabled
4 enterprise MCPs
Can you draft the monthly board report?
Business Analyst
Let me do that for you now
Q4 Board Report 1 / 4 2 / 4 3 / 4 4 / 4
Q4 Board Report
Monthly Performance Summary
Revenue by Quarter
Q1
Q2
Q3
Q4
Growth Trend
+24%
Revenue Growth YoY
ARR $4.2M NPS 72
Build shared assistants
Create AI assistants with custom instructions and knowledge. Share them across your team.
Working... Complete 0 of 4 tasks 1 of 4 tasks 2 of 4 tasks 3 of 4 tasks 4 of 4 tasks
Draft Q4 report email
Update CRM records
Schedule team standup
Send follow-up to client
Delegate real work
Not just answers — outcomes. Agents that research, draft, analyse, and execute.
Simlink
Turn any computer into
a secure AI worker
Your employees want what open-source AI agents offer — file access, local context, autonomous execution. Simlink brings those capabilities inside your security perimeter. The power of agentic AI. Governed and auditable.
✓ Connect any model to local files and folders
✓ Set granular permissions and boundaries
✓ Full audit trail of every action AI takes
✓ AI navigates systems like a human would
Connected to Simtheory
"
The Simtheory team delivered what universities typically dream of but rarely get: a cutting-edge AI platform that actually understands academic needs. They navigated our data privacy requirements and treated our success as their personal mission. In an industry crawling with vendors, Simtheory stands out as a true partner who delivers on their promises.
Aaron Driver
Academic Director - Lab Next 70, University of New England
Connected to your tools
AI that actually does things
Simtheory connects to the tools your team already uses — so AI can take action where work happens.
Ready to give your team a better way to work with AI?
Start free. Scale securely. No credit card required.
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