Discover OpportunitiesQualify What MattersExecute with AI and People

The operating system for Opportunity Intelligence and Execution

Meshion unifies opportunity data from public and connected sources, enriches and qualifies it with AI, and coordinates agents, business systems and people to turn opportunities into measurable outcomes.

Start with Meshion See How It Works Explore Construction Bid Watch

No subscription needed

Pay as you go

Modular programs and approvals

meshion.ai/dashboard/business

Sources

Connected

with provenance

Intelligence

Qualified

with evidence

Execution

Approval-gated

policy controlled

Outcomes

Measured

costs and results

Opportunity Activity Over Time

Sample discovery, approval and execution activity

Sample

Opportunity Pipeline

How candidates move from discovery to action

Workflow Activity

Discovery, enrichment, approval and routing

Example lifecycle

Construction bid notice

Public source

qualified

Company context enriched

Connected CRM

enriched

Research opportunity

AI qualification

review

Selected opportunity

Manual action

routed

Program Controls

Availability, policies and execution modes

Marketing CampaignAvailable

Approval or Human Execution

Opportunity ResearchAvailable

Budget-controlled research

Construction Bid WatchAvailable

Approval-gated manual routing

Modular

Opportunity Programs

repeatable workflows for distinct business goals

Controlled

Approval-Gated Execution

organizations decide what moves forward

Hybrid

Human + AI Workflows

software, manual action and people when appropriate

Auditable

Outcomes

provenance, execution and results in one lifecycle

How it works

From fragmented signals to coordinated execution

Connect and discover. Normalize and enrich. Qualify and prioritize. Review, execute and measure.

Meshion connects and discovers opportunity data, normalizes and enriches it, qualifies what matters, then routes approved work to AI agents, business systems, customer teams or people.

Discover

Bring in candidates from accessible public pages, connected business systems and authorized data sources.

Public web and Campaign discovery
Connected organizational context

Normalize and Enrich

Turn varied source records into consistent, attributable context without fabricating missing details.

Structured fields and provenance
Deduplication and enrichment

Qualify and Prioritize

Apply AI-assisted classification and deterministic rules to explain which opportunities matter.

Scoring and qualification policies
Confidence and missing-field visibility

Review and Approve

Let authorized people inspect evidence and selectively approve what should move forward.

Approval gates
Selective review and audit history

Route Execution

Send approved Opportunities to manual action, supported software workflows or the Human Operator Network.

Execution method selection
Spending and workflow controls

Track Outcomes

Retain source provenance, execution state, proof, usage and configured operational outcomes.

Status and quality
Auditable outcomes

Powered by the Opportunity Intelligence Layer

Programs define the objective, sources, qualification rules, spending controls, approvals, routing and outcomes. Public web sources, connected systems and authorized commercial sources can contribute context.

Relevance ranking

Target enrichment

Bulk filtering

Execution tracking

The Opportunity Mesh

One coordinated intelligence layer from source to outcome

The Opportunity Mesh connects fragmented opportunity data, customer context, AI agents, workflows and business systems. Verticals add specialized data models and qualification logic without creating separate platforms.

Opportunity Mesh

Public and connected sources
Normalized context
Provenance and deduplication

Opportunity Intelligence

AI enrichment
Qualification and scoring
Confidence and uncertainty

Agentic Workflows

Versioned durable steps
Budgets and policies
Monitoring and recovery

Connectors and Actions

CRM and customer APIs
Webhooks and MCP
Authorized business systems

Controlled Execution

Approval gates
AI, software or customer action
Optional Human Execution

Outcome Intelligence

Actions and costs
Proof and conversions
Operational outcomes

Opportunity Programs

Programs turn business goals into repeatable opportunity workflows

Each Opportunity Program combines a business objective, discovery sources, qualification rules, spending controls, approvals, execution routing and outcome tracking.

Available

Marketing Campaign

Social and Target Engagement

Available

General Opportunity Research

Structured research and qualification

Available

Construction Bid Watch

Construction projects and bid opportunities

Future

Custom Program

Organization-specific opportunity workflows

Construction Intelligence

Find the construction opportunities worth pursuing

Construction Bid Watch helps contractors discover, normalize and qualify relevant construction projects and bid opportunities across the United States and Canada.

Explore Construction Bid Watch Start as a Business

US and Canadian geographic targeting

Trade and scope matching

Construction-specific normalization

Qualification and confidence explanations

Source identity and provenance

Explicit missing and uncertain fields

Selective approval

Manual-action routing

Integrations

An expanding integration ecosystem

Connect opportunity data and authorized business context without confusing upcoming integrations with operational capabilities.

Limited Availability

HubSpot

Customer-authorized CRM context

Available

DataForSEO

Platform-managed search discovery

Available

Public Web

Protected retrieval of accessible public pages

Available

REST API, Webhooks & MCP

Authorized access and actions where supported

Available

AI Models

Configured frontier and open-weight qualification

Commercial Access Required

ConstructConnect

Construction project intelligence

Available Soon

BuildingConnected

Invitation and bid-status context

Available Soon

Procore

Project and outcome context

Available Soon

UDA · ComputerEase

Operations and job-cost context

Use cases

Built for teams that need intelligence plus execution

Growth and Marketing Teams

Run established social and target engagement Campaigns while qualifying prospects, partners, media targets and public conversations.

Construction Contractors

Use Bid Watch Programs to find and qualify public construction projects across the United States and Canada.

Agencies and Service Providers

Coordinate repeatable client Programs across research, discovery, approvals, execution and reporting.

Research and Business Development

Structure research objectives, qualification criteria and manual follow-up without building a separate operating system.

REST API

Integrate Meshion into your stack

Access authorized Meshion capabilities through the web application, REST API, supported webhooks, MCP tools and connected business systems.

Campaign CreationOpportunity IntelligenceAudited ActionsGranular API Scopes

Meshion's MCP tools give compatible AI agents access to authorized Opportunity Intelligence and execution capabilities with module context, read/action annotations and audited execution. MCP does not provide unrestricted autonomous control.

View API Docs

Sample API RequestPOST /api/v1/opportunities/search

curl -X POST https://api.meshion.ai/api/v1/opportunities/search \
  -H "Authorization: Bearer msh_example_key" \
  -H "Content-Type: application/json" \
  -d '{
    "campaign_description": "Find fresh public SaaS and proptech conversations.",
    "target_keywords": ["property management", "CRM workflow"],
    "platform_keys": ["linkedin", "reddit", "x"],
    "delivery_type_keys": ["linkedin_comment", "reddit_reply", "x_reply"],
    "query_count": 3,
    "result_limit_per_query": 5,
    "candidate_inspection_limit": 15
  }'

curl -X GET https://api.meshion.ai/api/v1/opportunities?status=new \
  -H "Authorization: Bearer msh_example_key"

Advantages

Built for teams combining intelligence with controlled execution

Meshion combines Programs, Campaigns, connected context, human oversight and durable operations so teams can move from discovery to outcomes without losing control.

One platform for Programs, Campaigns, products, and targets

Manage campaigns for multiple products, services, prospect profiles, partner targets, and research workflows, each with its own context, review rules, and execution path.

Reusable product, service, and target context
Independent campaign performance tracking
Cross-campaign analytics and comparison
Team-based access controls and review workflows

Sample program view

CloudStack Pro

8 campaigns · 342 opportunities

active

Proptech Partner Targets

5 campaigns · 189 opportunities

active

Investor Research

3 campaigns · 97 opportunities

paused

Sample decision queue

Construction

School renovation RFP · source verified

pending

Research

Regional partnership target · qualified

approved

Campaign

Public industry discussion · routed

active

Approval and policy controls at every step

Programs can combine AI checks, deterministic rules, spending limits, approval gates and authorized execution. Autonomy is configured by the customer rather than assumed.

Organization and workspace-scoped authorization
Manager review and selective approval
Encrypted connector credentials
Audited actions, costs and outcomes

Build your opportunity workflow

Start with an established Campaign, launch a specialized Program or connect Meshion to your existing systems.

Start as a Business Explore Construction Join the Human Network View API