Forward to: Research Team

Industry Research
Workflows

Ten agent workflows for the Research Team — sector trend monitoring, market sizing signals, regulatory landscape tracking, technology adoption analysis, company benchmarking, industry event intelligence, expert network mapping, emerging market detection, industry report generation, and research dashboard synthesis — enabling deep sector intelligence powered by domain data.

These workflows display realistic demo data for demonstration. In production, the agents connect to your real consulting and professional services data via MCP services or CSV import.
Deployment Options
The entire platform is available as a self-hosted solution or managed service
Self-Hosted
RECOMMENDED FOR ENTERPRISE
Deploy the entire platform on your own infrastructure. Your data never leaves your environment. Bring your own LLM API key (OpenAI, Claude, Gemini) or use local LLMs. Full source code delivered.
Complete source code (Python agents, PHP dashboards, MCP services)
Data stays on your servers — no external data transfer
MCP connectors for your existing data sources, APIs, and internal platforms
Custom integration and onboarding support available
$999
2 AI Agents
5 integration hrs
$1,999
5 AI Agents
10 integration hrs
$3,999
10 AI Agents
20 integration hrs
one-time license + (optional) $999/yr updates
Managed Platform
FOR AGENCIES & TEAMS
We host and operate the platform for you. Upload data or connect your platforms via secure MCP services or using API. No infrastructure management needed.
Fully managed — no DevOps required on your side
Secure data upload or API-based MCP integration
Dashboard access with your own branded login
Automatic updates and new agent releases
$999/mo
2 AI Agents
5 integration hrs
$1,999/mo
5 AI Agents
10 integration hrs
$3,999/mo
10 AI Agents
20 integration hrs
includes hosting, updates & support
* price may be higher in cases of very high AI processing volumes/demands
Both options include MCP services with connectors for your existing data sources, APIs, and internal platforms. Data dictionaries define the schema contract between each agent and your data sources.
See example of production dashboards: Programmatic Trading AI Agent Dashboards →

1Sector Trend Monitoring

AI agent monitors industry domains across target sectors for emerging trends, technology shifts, and business model evolution that inform consulting engagement strategies.

1
Track Sector Trends
/press/blog/investorsOpenPageRank
SECTOR TREND INTELLIGENCE — 12 INDUSTRIES TRACKED ════════════════════════════════════════════════════════ FINANCIAL SERVICES: Embedded finance: +65% domain activity — breakout trend AI-powered underwriting: +40% — insurance disruption Bank branch consolidation: -22% locations — digital shift HEALTHCARE: GLP-1 ecosystem: +120% domain growth — massive market creation Hospital-at-home: +55% — care model transformation Mental health digital: Consolidating — 15 acquisitions in Q4 MANUFACTURING: Industrial AI: +80% domain activity — Industry 4.0 acceleration Nearshoring: +35% US manufacturing domain growth

2Market Sizing Signals

AI agent extracts market sizing signals from industry domains — company count growth, hiring velocity, investment volume, and product proliferation as proxies for market size estimation.

1
Estimate Market Sizes from Domain Signals
/about/careers/investorsOpenPageRank
MARKET SIZING INTELLIGENCE ════════════════════════════════════════════════════════ GLP-1 ECOSYSTEM MARKET: Active company domains: 340 (+120% YoY) Avg company headcount signal: 85 employees VC investment detected: $8.2B across 45 deals ESTIMATED MARKET: $45-55B by 2028 INDUSTRIAL AI MARKET: Active company domains: 580 (+80% YoY) Enterprise hiring signal: +40,000 related roles across sector Fortune 500 adoption: 78% mentioning AI on /investors pages ESTIMATED MARKET: $35-42B by 2027 NEARSHORING SERVICES: New US manufacturing domains: 1,200 (past 12 months) Mexico/Central America industrial domains: +45% ESTIMATED MARKET: $28-35B in consulting opportunity

3Regulatory Landscape Tracking

AI agent monitors regulatory body and industry association domains for rule changes, enforcement trends, and compliance requirements that create consulting demand.

1
Track Regulatory Developments
/compliance/press/legalIAB Categories
REGULATORY LANDSCAPE INTELLIGENCE ════════════════════════════════════════════════════════ HIGH-IMPACT REGULATIONS: EU AI Act enforcement: Mandatory compliance by Aug 2026 SEC climate disclosure: Phased implementation starting 2026 US data privacy patchwork: 12 new state laws passed CONSULTING DEMAND SIGNALS: AI governance advisory: $2.5B estimated market — growing 60% Climate reporting: $1.8B market — every public company affected Privacy compliance: $3.2B market — fragmentation creates complexity EMERGING REGULATIONS: Algorithmic auditing: NYC Local Law 144 expanding to other cities ACTION: Build algorithmic audit practice — first-mover advantage

4Technology Adoption Analysis

AI agent tracks enterprise technology adoption rates across industries by monitoring /careers technology requirements, /products integrations, and /press deployment announcements.

1
Analyze Technology Adoption Rates
/careers/products/pressOpenPageRank
TECHNOLOGY ADOPTION INTELLIGENCE ════════════════════════════════════════════════════════ ENTERPRISE AI ADOPTION (from /careers signals): GenAI mentioned in job postings: 78% of Fortune 500 Dedicated AI teams: 45% have created new AI org units Chief AI Officer role: 22% — fastest growing C-suite title CLOUD MIGRATION STATUS: Multi-cloud strategy: 65% of enterprises Cloud-native: 28% — growing from 15% last year Legacy on-prem: 7% — consulting opportunity for migration CONSULTING IMPLICATION: AI implementation advisory is #1 consulting demand driver Cloud migration consulting commoditizing — margins declining

5Company Benchmarking

AI agent builds company benchmarks across industries using domain signals for operational maturity, digital sophistication, and competitive positioning analysis.

1
Generate Industry Benchmarks
/about/careers/productsOpenPageRank
INDUSTRY BENCHMARKING — RETAIL BANKING ════════════════════════════════════════════════════════ Company Digital Score AI Maturity Innovation Overall jpmorgan.com 9.2 Advanced High Leader goldmansachs.com 8.8 Advanced High Leader wellsfargo.com 7.1 Developing Medium Follower usbank.com 6.5 Early Low Laggard CONSULTING VALUE: Laggards = highest consulting potential — transformation needed Followers = optimization opportunities Leaders = specialized, high-value advisory only

6Industry Event Intelligence

AI agent monitors industry conference domains for trending topics, speaker lineups, and sponsor investments that reveal sector priorities and consulting demand direction.

1
Track Industry Event Signals
/events/press/blogOpenPageRank
INDUSTRY EVENT INTELLIGENCE ════════════════════════════════════════════════════════ TOP TRENDING CONFERENCE THEMES: 1. AI governance and responsible deployment — every sector 2. Supply chain resilience — maturing topic 3. Workforce transformation — accelerating interest 4. Climate transition planning — regulatory driven SPONSOR INVESTMENT SIGNALS: AI vendors +45% sponsor spend at industry events SIGNAL: Enterprises allocating more budget to AI — follow the spend KNOWLEDGE GAPS DETECTED: AI safety and alignment — high interest, few expert speakers ACTION: Position partners as AI safety thought leaders

7Expert Network Mapping

AI agent maps subject matter experts across industries by tracking /leadership credentials, /blog authorship, and /events speaking patterns for research sourcing.

1
Map Industry Experts
/leadership/blog/eventsOpenPageRank
EXPERT NETWORK MAPPING ════════════════════════════════════════════════════════ AI GOVERNANCE EXPERTS: 12 executives identified with deep regulatory AI experience Top 3 speaking at 5+ conferences each — high visibility 3 available for advisory board engagement HEALTHCARE AI EXPERTS: 8 CTO/CIO-level leaders from hospital systems Published 45 combined articles on healthcare AI adoption Potential expert network additions for client projects CLIMATE TRANSITION EXPERTS: 15 chief sustainability officers at Fortune 500 Cross-industry expertise — transferable insights for clients

8Emerging Market Detection

AI agent identifies emerging markets and nascent industries by tracking new domain registrations, startup formation clusters, and venture capital thesis deployment patterns.

1
Detect Emerging Markets
/about/press/investorsOpenPageRank
EMERGING MARKET DETECTION ════════════════════════════════════════════════════════ NEW MARKETS FORMING (Domain cluster analysis): Space Economy Services: New domains: 280 in past 12 months VC funding: $4.5B — accelerating Job creation signal: +12,000 roles CONSULTING OPPORTUNITY: Strategy + ops for space commercialization Longevity/Anti-Aging Science: New domains: 420 in past 12 months VC funding: $6.8B — exploding CONSULTING OPPORTUNITY: Market entry strategy for pharma/biotech Carbon Credit Markets: Domain growth slowing — regulatory uncertainty CAUTION: Market may stall without US federal framework

9Industry Report Generation

AI agent generates industry research reports by aggregating domain signals, trend data, and competitive intelligence into structured analyst-quality deliverables.

1
Generate Industry Report
/investors/press/productsOpenPageRankIAB Categories
AUTO-GENERATED RESEARCH — INDUSTRIAL AI SECTOR ════════════════════════════════════════════════════════ MARKET OVERVIEW: Sector size: $35-42B by 2027 (domain signal estimate) Company count: 580 active domains (+80% YoY) Employment: ~140,000 roles detected across sector KEY PLAYERS: siemens.com: Industrial AI platform leader — Xcelerator rockwellautomation.com: Factory automation + AI integration c3.ai: Pure-play enterprise AI for manufacturing REPORT SECTIONS GENERATED: Market sizing, competitive landscape, technology trends, regulatory outlook, investment activity, M&A pipeline DELIVERABLE: 40-page industry report draft ready for analyst review

10Research Dashboard

AI agent synthesizes all industry research intelligence into a dashboard for research leadership with sector trends, market opportunities, and consulting demand forecasts.

1
Generate Research Dashboard
/investors/press/productsOpenPageRankIAB Categories
RESEARCH DASHBOARD — FEBRUARY 2026 ════════════════════════════════════════════════════════ SECTOR COVERAGE: Industries tracked: 12 | Domains monitored: 8,500+ Trend signals this month: 340 | Regulatory changes: 28 HOTTEST SECTORS: 1. AI/ML enterprise: $35-42B — massive demand 2. GLP-1 ecosystem: $45-55B — explosive growth 3. Longevity science: $6.8B VC — early stage, high potential CONSULTING DEMAND FORECAST: AI advisory: +60% growth — top priority Regulatory compliance: +35% — regulation-driven Digital transformation: +10% — maturing market
2
Generate Research Strategy Report

Industry Research Report — February 2026

EXECUTIVE SUMMARY ──────────────────────────────────────── Industries tracked: 12 sectors across global markets Domains monitored: 8,500+ company and regulatory domains Emerging markets identified: 3 nascent sectors forming Expert network: 35 advisors mapped across key domains KEY INSIGHTS AI governance consulting represents $2.5B growing at 60%. GLP-1 ecosystem creating entirely new market worth $45-55B. Space economy services forming — 280 new domains in 12 months. Regulatory complexity across AI, climate, privacy driving demand.

Agent Comparison Table

AI agents deployed in Industry Research workflows for consulting firms.

Agent NamePurposeDescriptionKey Outputs
Sector Trend AgentTrend monitoringMonitors industry domains for emerging trends, technology shifts, and business model evolution across target sectors.Sector trend reports, emerging signal alerts
Market Sizing AgentTAM estimationExtracts market sizing signals using company count growth, hiring velocity, and investment volume as proxy indicators.Market size estimates, growth projections
Regulatory AgentCompliance trackingMonitors regulatory body and industry association domains for rule changes and enforcement trends creating consulting demand.Regulatory landscape maps, demand forecasts
Tech Adoption AgentDigital maturityTracks enterprise technology adoption rates across industries through careers requirements and product integration signals.Adoption rate benchmarks, maturity assessments
Benchmarking AgentCompany comparisonBuilds industry benchmarks using domain signals for operational maturity, digital sophistication, and competitive positioning.Benchmark scorecards, peer comparison reports
Expert Network AgentKnowledge sourcingMaps subject matter experts across industries by tracking leadership credentials, authorship, and speaking patterns.Expert directories, advisory board candidates
Emerging Market AgentNew sector detectionIdentifies nascent industries through domain registration clusters, startup formation patterns, and VC thesis deployment.Emerging market alerts, opportunity assessments
Dashboard AgentResearch synthesisSynthesizes all industry research into dashboards with sector trends, market opportunities, and consulting demand forecasts.Monthly research briefs, sector opportunity maps

Frequently Asked Questions

Common questions about AI-powered industry research intelligence for consulting firms.

How do AI agents help consulting firms monitor sector trends and emerging industry developments through domain intelligence?+
AI agents monitor thousands of company domains across target sectors, tracking /press announcements for strategic shifts, /products pages for innovation velocity, /careers for hiring patterns indicating growth areas, and OpenPageRank for sector authority trends. By analyzing these signals across 12 industries simultaneously, the agent identifies breakout trends (like GLP-1 ecosystem growth at 120%) and declining areas (like plant-based contraction) months before traditional research reports capture these shifts.
Can AI agents estimate market sizes for consulting opportunity assessment using only domain intelligence signals?+
Domain signals provide valuable market sizing proxies: active company domain counts indicate player density, /careers aggregate hiring signals estimate sector employment, /investors pages reveal funding volumes, and domain registration rates track new market entrants. While these estimates require analyst calibration against traditional data sources, they provide directional intelligence for emerging markets where analyst coverage is limited. The agent's GLP-1 market estimate of $45-55B aligns closely with traditional research firm estimates, validating the methodology.
How do AI agents track regulatory changes across industries to forecast consulting demand for compliance advisory services?+
The Regulatory Agent monitors government agency, standards body, and industry association domains for new rule proposals, enforcement actions, and compliance deadline announcements. When the EU AI Act mandates compliance by August 2026 or SEC climate disclosure phases in, the agent estimates affected company counts, compliance complexity, and resulting consulting market size. This forward-looking regulatory intelligence helps consulting firms build practices and hire specialists ahead of demand peaks.
How can consulting firms use domain intelligence to identify emerging markets and nascent industries before competitors?+
The Emerging Market Agent detects new industry formation through domain registration cluster analysis — when 280+ new domains appear in a category like "space economy services" within 12 months, it signals market creation. Combined with VC thesis analysis (which fund sectors are deploying capital), startup formation patterns, and enterprise adoption signals, the agent identifies nascent markets 12-24 months before they appear in mainstream analyst reports, giving consulting firms a first-mover advantage in building sector expertise and thought leadership.
What industry benchmarking capabilities can AI agents provide to consulting research teams using domain data analysis?+
The Benchmarking Agent creates company-level scorecards using domain signals: digital maturity (from /careers technology requirements and /products digital capabilities), innovation posture (from R&D hiring and patent filing signals), operational scale (from careers breadth and geographic presence), and market authority (from OpenPageRank and content volume). These benchmarks enable consulting firms to quickly identify laggards (highest consulting potential), followers (optimization opportunities), and leaders (specialized advisory only), segmenting prospects by consulting value potential.

Top 10 Ways AI Agents Transform Consulting Industry Research

How domain-powered AI agents help consulting firms build deeper sector expertise and identify market opportunities faster.

1

Real-Time Sector Monitoring

Track emerging trends across 12+ industries simultaneously through domain activity signals rather than waiting for quarterly analyst reports.

2

Domain-Based Market Sizing

Estimate market sizes using company domain counts, hiring signals, and investment volumes as proxy indicators for traditional TAM analysis.

3

Regulatory Demand Forecasting

Track regulatory changes to forecast compliance consulting demand by estimating affected companies and implementation complexity.

4

Technology Adoption Tracking

Monitor enterprise technology adoption rates through careers requirements and product integrations to guide technology advisory positioning.

5

Automated Company Benchmarking

Build industry benchmarks for digital maturity, innovation posture, and operational scale to segment prospects by consulting value potential.

6

Expert Network Discovery

Map subject matter experts across industries through authorship, speaking patterns, and leadership credentials for research sourcing.

7

Emerging Market Detection

Identify nascent industries through domain registration clusters and VC deployment patterns 12-24 months ahead of mainstream coverage.

8

Industry Event Intelligence

Monitor conference themes and sponsor investments to identify shifting sector priorities and knowledge demand patterns.

9

Automated Report Drafting

Generate analyst-quality industry report drafts by aggregating domain signals into structured market overviews and competitive landscapes.

10

Research Leadership Dashboards

Synthesize all research intelligence into dashboards with sector trends, market opportunities, and consulting demand forecasts for strategic planning.

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