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Why AI Projects Stall

The Context Chaos Nightmare

Most AI projects don’t fail because of poor prompts, they fail because of fragmented context. Colnma solves this with the world’s first context engineering platform designed to unify and empower AI systems through true agentic context engineering. Today, AI teams struggle with scattered data, brittle pipelines, and vendor-locked tools. Colnma brings everything together into a single, intelligent context layer the solid foundation every AI product needs to perform smarter, faster, and more reliably.

Context Fragmentation

Teams waste weeks wiring brittle pipelines that snap with every data change.

Reality: 6+ weeks per data source. Endless patching.
Colnma eliminates brittle plumbing by centralizing all context in one governed layer.

Scattered Knowledge

Context lives in Slack, Sheets, code, and Confluence with zero governance — one change can break everything.

Reality: 73% of changes cause production issues.

Colnma connects and governs every source dynamically, versioning context like code.

Disconnected Experiences

The same logic is rebuilt for APIs, bots, and apps. No single source of context truth.

Reality: 3× dev time, painful maintenance.

Colnma unifies context once — then powers every surface and interface.

No Flexibility

Hardwired logic locks you into expensive models and blocks better options.

Reality: Locked into high cost, no agility.

Colnma is model-agnostic — switch providers with zero rebuilds.
Context to Production

Colnma: Context Engineering Platform Powering the Next Generation of AI

One platform that powers every AI product — from context to production in minutes.

How Colnma Actually Works

Colnma does more than manage prompts. It transforms fragmented context into an intelligent, unified layer that powers every AI system. With agentic context engineering, we treat context like code and connect knowledge as seamlessly as APIs. Define once and reuse everywhere with full governance, version control, and complete auditability.

  • Context as Code: Version control, 1-click rollback, track every change
  • Plug-once Architecture — Attach data sources once and reuse them across all AI workflows. No brittle pipelines.
  • Multi-Model Ready — Route to GPT, Claude, Gemini, or in-house models with BYOK flexibility.
  • Deploy Everywhere — One context → API, chatbot, custom Action GPT, or agent.
  • Observability + Cost Control — Monitor latency, token costs, and performance in real time.
  • Experiment + Ship Faster — Version, compare, and deploy the best performing context with 1-click.

Your New AI Workflow:

Step 1: Define Prompt with the DRAFT Framework → 30 seconds

Definition • Action • Role • Format • Task • Tone

Step 2: Attach Context as Context Pack (Notion, Confluence, etc.) → 10 seconds

Step 3: Test with live data in playground → 30 seconds

Step 4: Deploy as API + chatbot + Custom Action GPT → 10 seconds

Step 5: Monitor, optimize, rollback if needed → 1-click

Total: 2 minutes from context to production AI!

The status quo

Build vs. Buy: The Brutal Reality

Rebuilding context infrastructure in-house is slow, expensive, and fragile. Here’s the breakdown of trying to build what Colnma’s agentic context engineering delivers in minutes.

Your Old AI Workflow

Wire context pipelines manually
6 weeks
Est. $27,000
Hardcode every data source
4 weeks
Est. $18,000
Manually expose context as APIs
2 weeks
Est. $9,000
Rebuild context for every interface
3 weeks
Est. $13,500
Add monitoring for every change
2 weeks
Est. $9,000
Endless patching & firefighting
Ongoing
Est. $5,000/mo

17+ weeks

Initial build per feature

$75,000+

Engineering Cost

Painful, brittle infrastructure

Experience

With Colnma

Define context in editor
30 seconds
Attach Context Pack (data source)
10 seconds
Test with live data
30 seconds
Deploy as API
1 click
Deploy as Chatbot
Assign context & done
Monitoring & logging
Included
Rollback & view history
1 click

2 minutes

From idea to production

Starts at $0

Engineering Cost

Fast, governed context layer

Experience

Ship 10x more AI features with 100x less context chaos

Focus on building AI products — not brittle pipelines.
Colnma Integrations

Connect Everything.Use Any Model.

Colnma’s context engineering platform integrates seamlessly with your existing data sources and lets you switch between leading AI models with a single click. No vendor lock-in, ever.

Powerful Connectors

Notion

Google Docs

Google Drive

Google Sheets

Jira

Confluence

Zendesk

GitHub

Slack

AI Providers

OpenAI

Gemini

Anthropic

Deepseek

Mistral

Cohere

Custom LLMs

Help Center

Frequently Asked Questions

Have questions? We've got answers. If you can't find what you're looking for, feel free to contact us.

How does the 30-day free trial work?

You get full access to Colnma for 30 days — no credit card required. Build and deploy prompts, context packs, and chatbots like a paying user.

Contact Us

Get in Touch:

Have questions or want to talk to our team? We'd love to hear from you.

Contact Information

Fill out the form, or for a more direct approach, feel free to email us. We aim to respond to all inquiries within 24 hours on business days.

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Start Shipping Context-Aware AI. Prompt + Context = Production-ready.

Join 1000+ teams who replaced brittle pipelines with context-first infrastructure.

The only context engineering platform that combines powerful prompt management with intelligent context control.

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