Enterprise AI Development Platform
AI-powered development for enterprise — greenfield or brownfield — with governance and compliance built in.
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10,000 devices. Zero control.
Every developer with their own AI copilot. Every device sending your code to different models. No visibility, no governance, no compliance.
Traditional AI Copilots
- ✗Every device runs its own AI client
- ✗Code snippets sent to unknown endpoints
- ✗No audit trail of what was shared
- ✗IT has zero visibility or control
- ✗Compliance? Good luck proving it.
Work Studio Architecture
- Thin clients — no AI runs on devices
- Server injects right context, optimizes tokens
- Multi-file refactoring planned coherently
- Policies enforced before data leaves
- Full audit trail, one bill, total control
Smart Context Injection
Server intelligently selects relevant code, docs, and patterns. No more "paste your entire file" prompts.
Token Optimization
Semantic compression, deduplication, and smart chunking. Better results, fewer tokens.
Large-Scale Refactoring
Multi-file changes planned and executed coherently. Rename across hundreds of files? No problem.
Full Codebase Understanding
AI sees your architecture, not just open tabs. Understands dependencies, patterns, and conventions.
Real Compliance
PII never leaves your network. Model outputs sanitized before reaching users.
Cost Control
One API contract. Usage tracking per user, team, project. No shadow AI bills.
From idea to deployment.
AI handles the journey.
Define what you want to build. Studio generates architecture, specs, code, and infrastructure — with centralized context that local copilots can't match.
Parallel AI Workers — Centralized server processes all stages with full project context
Greenfield Projects
Start from a blank canvas. Server-side AI with full project context generates coherent systems, not disconnected snippets.
- Full project context — not just open files
- Cross-module coherence in generated code
- Parallel workers process specs simultaneously
- Centralized model orchestration & token optimization
- One-click IaC generation for any cloud
Brownfield Modernization
Server indexes your entire codebase once. Every AI operation has complete cross-repo context — no re-parsing.
- Centralized codebase indexing — query once, use everywhere
- Cross-repo dependency & pattern mapping
- Server-side refactoring plans across all modules
- Shared context eliminates redundant token usage
- Safe incremental changes with full impact analysis
Visual Architecture
Design components & data flows on a canvas. AI fills in the details.
Multi-Cloud Deploy
AWS, Azure, GCP, Kubernetes — generate IaC and deploy anywhere.
AI Assistant
Context-aware help at every stage. Knows your project intimately.
200+ Integrations
GitHub, AWS, Slack, Jira — connect your entire toolchain.
Stop writing boilerplate. Start shipping features.
How it works
From discovery to deployment — a complete platform for governed AI development.
Discover
Existing systems, brownfield apps, cloud infrastructure — all understood
No rip and replace
Contextualize
AI that knows YOUR patterns, standards, and architecture
Not generic, not guessing
Govern
Policies enforced server-side, not suggested client-side
Compliance by design
Scale
From one team to the entire organization
Full visibility at every level
Built for enterprise reality
Not just another AI wrapper. Real governance for real organizations.
Server-Side Execution
AI runs on YOUR infrastructure — not on developer laptops. No data leaves your control.
Multi-Model Orchestration
GPT-4, Claude, Gemini, Llama — choose per task. No vendor lock-in, best model for each job.
Your Infrastructure
On-prem, private cloud, air-gapped, hybrid. Deploy where your compliance requires.
Policies Enforced
Guardrails are server-side rules, not client-side suggestions. PII blocking that actually blocks.
Full Attribution
Every generation traced to user, project, and cost center. Compliance reports on demand.
Cost Control
Per-user budgets, usage caps, chargeback reporting. No runaway API bills.
Governed AI in your pocket
Same platform, same policies, same audit trail — from your phone. Not a stripped-down viewer. Full capabilities, thin client.
Thin client = no data stored on device. Server-side execution means your mobile app is just a secure window into the platform.
Your code never leaves your control
Not regular VS Code — our extension connects securely to the work.studio platform with built-in protection.
I see you're working with the discovery agent configuration. Your email has been automatically masked for security.
Looking at your config.local.yaml file, it seems you need to:
- Register a new agent in Studio → Settings → Discovery Agents
- Download the certificate bundle
✓ PII masked before processing • ✓ Logged to audit trail
Secrets Blocked
API keys, passwords, tokens — blocked before reaching any LLM
PII Masked
Emails, phone numbers, SSNs — automatically masked in transit
Full Audit Trail
Every request logged with user attribution and policy enforcement
Complete visibility and control
Real-time dashboards for usage, costs, and compliance status.
AI is everywhere. Control is nowhere.
Your developers are already using AI. The question is: do you know what they're sharing?
Shadow AI
Developers using ChatGPT, Claude, Copilot with company code — untracked, ungoverned.
No Visibility
IT and Security have no idea what proprietary code is being shared with AI providers.
No Guardrails
PII in prompts, secrets in code, compliance violations — and no way to prevent them.
Runaway Costs
Per-seat pricing with no usage visibility. No budgets, no attribution, no control.
Enterprise-grade security
Your data never leaves your control. Deploy on-premise or in your private cloud.
Data Protection
- Server-side execution — code never leaves your infra
- End-to-end encryption in transit and at rest
- Bring your own API keys (BYOK) supported
Compliance
- Full audit trail for every AI interaction
- On-demand compliance reports (SOC 2, GDPR)
- Custom data residency options
Ready to govern your AI development?
See how work.studio can accelerate your development while keeping you compliant.