Reimagining Enterprise Search with Cohere’s Natural Language Understanding

The Search Problem Enterprises Haven’t Solved Yet

Every organization today is drowning in data — but most still struggle to find what they need. From project files and internal documents to emails, reports, and knowledge bases, information lives everywhere… except where employees need it.

Traditional enterprise search tools rely on exact keywords and rigid indexing, which means unless you know the exact file name, phrase, or format, you’re left digging through irrelevant results.

The result? Lost productivity, duplicated work, and frustrated teams.

That’s why Promact and Cohere are reimagining how search should work — powered by natural language understanding, context awareness, and enterprise-grade scalability.

Why Traditional Search Tools Fall Short

Most search engines used inside enterprises were designed for databases, not for people. They operate like filing cabinets — structured, precise, but unintelligent.

Here’s what they miss:

• No understanding of intent. Searching for “marketing strategy deck” might not return “Q4 campaign presentation.”
• No context awareness. The same keyword can mean different things to different teams (“pipeline” for sales vs. “pipeline” for devops).
• Siloed systems. Data across CRMs, Slack, Jira, and SharePoint doesn’t talk to each other.

In short: traditional enterprise search finds words, not answers.

How Cohere Reinvents Enterprise Search

Cohere’s Natural Language Understanding (NLU) models change that. They understand meaning, not just matching keywords — allowing employees to search the way they think and talk.

Here’s how:

1. Natural Language Queries

Instead of typing exact keywords, employees can ask questions like:

“Show me the latest product roadmap updates.” “Where is the 2024 pricing policy?” “Which clients are due for renewals this quarter?”

Cohere interprets these queries, searches across all integrated data sources, and surfaces the most relevant documents instantly.

2. Context-Aware Understanding

Cohere’s models recognize synonyms, relationships, and context within your organization’s language. That means it knows “client onboarding guide” and “customer welcome process” are the same thing — even if stored under different departments or filenames.

This level of semantic understanding turns enterprise search into a conversation, not a command line.

3. Multi-Source Integration

Cohere’s technology can connect with:

• CRMs (like Salesforce, HubSpot)
• Document repositories (Google Drive, SharePoint, Confluence)
• Ticketing tools (Jira, Zendesk)
• Internal knowledge bases

Through Promact’s integration layer, all of this becomes searchable from one unified portal — without compromising security or data privacy.

Promact’s Implementations: Intelligent Search That Works

Promact builds AI-powered search tools on top of Cohere’s models, custom-fit for each enterprise environment.

1. Internal Search Portals

Employees can find documents, past communications, or project notes using natural queries. Cohere’s models rank results based on relevance, not just keywords — helping teams find answers in seconds, not minutes.

Example: A project manager types, “latest cybersecurity policy draft,” and instantly retrieves the correct file — even if it’s named InfoSec-Guidelines-V3-Final.pdf buried in a shared drive.

2. AI-Powered Document Finders

Promact builds document retrieval systems that automatically understand metadata, version history, and context. Need last quarter’s financial summary? The system finds it, summarizes it, and even highlights changes from the previous report.

3. Secure Search for Regulated Industries

For finance, healthcare, and legal sectors, Promact ensures Cohere’s AI runs in secure, compliant environments. No external data sharing, no training on customer documents — privacy is non-negotiable.

The Business Impact of AI-Powered Search

ChallengeBeforeAfter Cohere + PromactFinding informationManual searchesConversational, AI-driven discoveryTime spent locating files20–30% of workweekUnder 5 minutes per searchAccuracy of results60–70%95%+ relevanceCollaborationFragmentedUnified and connected

When employees can access knowledge instantly, productivity rises, collaboration improves, and decision-making accelerates.

Smarter Search. Stronger Enterprises.

The future of enterprise search isn’t about better filters — it’s about understanding intent, context, and meaning.

Cohere provides the intelligence; Promact delivers the implementation. Together, they’re helping enterprises move from searching for data to understanding it.

If your teams are spending more time looking for information than using it, it’s time to rethink what search means — with Cohere and Promact.