Forward to: Strategy & BD

Competitive & Bid
Intelligence Workflows

Ten agent workflows for Strategy and Business Development -- competitor capability monitoring, contract award tracking, bid price intelligence, teaming arrangement detection, win/loss analysis, market share tracking, strategic M&A intelligence, competitive technology assessment, capture strategy support, and competitive intelligence dashboard -- enabling winning bid strategies powered by comprehensive domain intelligence.

These workflows display realistic demo data for demonstration. In production, the agents connect to your real aerospace and defense 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 →

1Competitor Capability Monitoring

AI agent monitors competitor domains to track capability investments, technology development, and capacity expansion that signal competitive positioning for future programs.

1
Track Competitor Capabilities
/products/press/careers/investorsOpenPageRank
COMPETITOR CAPABILITY INTELLIGENCE ════════════════════════════════════════════════════════ lockheedmartin.com /products: 21st Century Security vision — software-defined /investors: R&D spending: $1.8B (+14% YoY) /careers: +340 AI/ML engineers hired in Q1 SIGNAL: Shifting to software-defined warfare — heavy AI investment northropgrumman.com /products: Rapid prototyping JADC2 solutions /investors: Space segment revenue +22% /careers: +280 space engineers SIGNAL: Space and digital architecture investment accelerating anduril.com /products: Lattice OS + Fury CCA + Dive-LD UUV /press: $1.5B Series F at $14B valuation SIGNAL: Disruptive competitor winning prime contracts — monitor closely

2Contract Award Tracking

AI agent monitors government procurement portals and contractor press pages to track contract awards, modifications, and ceiling increases across defense programs.

1
Monitor Contract Award Flow
/press/investors/productsOpenPageRank
CONTRACT AWARD INTELLIGENCE — Q1 2026 ════════════════════════════════════════════════════════ Major Awards This Quarter: anduril.com: CCA Increment 1 — $8B+ ceiling palantir.com: Army TITAN — $480M l3harris.com: ABMS integration — $1.2B rtx.com: LTAMDS LRIP — $4.4B northropgrumman.com: SDA Tranche 2 — $2.8B Award Trends: Total DoD contract awards (Q1): $98B Software/digital: +28% YoY Traditional hardware: +4% YoY SIGNAL: Digital and software contracts growing 7x faster than hardware

3Bid Price Intelligence

AI agent analyzes competitor financial disclosures and contract award patterns to estimate bid pricing, wrap rates, and competitive cost positioning for proposal development.

1
Analyze Competitive Pricing
/investors/press/careersOpenPageRank
BID PRICE INTELLIGENCE ════════════════════════════════════════════════════════ Competitor Wrap Rate Estimates (from financial disclosures): Lockheed Martin: 2.85x (operating margin 11.2%) Northrop Grumman: 2.90x (operating margin 10.8%) RTX (defense): 2.75x (operating margin 12.1%) L3Harris: 2.70x (operating margin 13.4%) Anduril: Unknown — VC-funded, may underprice PRICING STRATEGY IMPLICATIONS: Traditional primes: Competitive at 2.75-2.90x New entrants (Anduril, Palantir): May accept lower margins SIGNAL: VC-funded competitors pricing aggressively to win share

4Teaming Arrangement Detection

AI agent detects nascent teaming arrangements by monitoring partner page changes, joint press releases, and co-marketing activities across competitor domains.

1
Detect Competitor Teaming Signals
/partners/press/eventsOpenPageRank
TEAMING ARRANGEMENT INTELLIGENCE ════════════════════════════════════════════════════════ NEWLY DETECTED TEAMING: lockheedmartin.com + anduril.com /partners: New partner listing detected /press: Joint autonomous systems demonstration SIGNAL: LM-Anduril teaming for CCA Increment 2 likely northropgrumman.com + palantir.com /partners: Strategic partnership announced /press: JADC2 data mesh collaboration SIGNAL: NG leveraging Palantir for ABMS data architecture Teaming Pairs Monitored: 280 New arrangements detected (Q1): 12 SIGNAL: Counter-team strategy needed for CCA Increment 2

5Win/Loss Analysis

AI agent analyzes won and lost competitions by correlating proposal strategies with contract outcomes, team composition, and customer evaluation factors.

1
Analyze Win/Loss Patterns
/press/investors/aboutOpenPageRank
WIN/LOSS ANALYSIS — TRAILING 12 MONTHS ════════════════════════════════════════════════════════ Our Win Rate: 42% (industry avg 35%) Wins by Factor: Technical superiority: 68% of wins Best value pricing: 22% of wins Past performance: 10% of wins Losses by Factor: Price: 45% of losses — too expensive Team composition: 30% — missing key subcontractors Technical approach: 25% — insufficient innovation RECOMMENDATION: Address price competitiveness — 45% of losses are price-driven Improve teaming — partner with innovative small businesses

6Market Share Tracking

AI agent tracks defense market share across segments by analyzing contract awards, revenue disclosures, and backlog composition from competitor domains.

1
Analyze Market Share Dynamics
/investors/press/productsIAB Categories
DEFENSE MARKET SHARE ANALYSIS ════════════════════════════════════════════════════════ Segment #1 #2 Our Position Fighter aircraft Lockheed (48%) Boeing (28%) #4 (8%) Space systems Northrop (32%) SpaceX (22%) #3 (18%) Missiles RTX (38%) Lockheed (30%) #5 (6%) C4ISR L3Harris (24%) Northrop (22%) #3 (16%) Cyber Various Various #2 (14%) SHARE TRENDS: Growing: Space +3pp, Cyber +2pp Declining: Missiles -1pp SIGNAL: Space and cyber are strongest competitive positions

7Strategic M&A Intelligence

AI agent monitors defense industry M&A activity to identify acquisition targets, detect competitor acquisition signals, and assess market consolidation impacts.

1
Track Defense M&A Activity
/investors/press/leadershipOpenPageRank
DEFENSE M&A INTELLIGENCE ════════════════════════════════════════════════════════ Recent M&A Activity: Boeing + Spirit AeroSystems: $8.3B — integration ongoing L3Harris + Aerojet Rocketdyne: $4.7B — complete Anduril: 3 acquisitions in 12 months — building portfolio POTENTIAL ACQUISITION TARGETS: curtisswrightds.com /investors: Strategic review language detected /leadership: New advisory board member from Goldman Sachs SIGNAL: 70% probability of sale — $6-8B estimated value Defense M&A Trends: Avg deal size: $3.2B (up 45% YoY) PE involvement: 28% of deals SIGNAL: Consolidation accelerating — position to acquire or defend

8Competitive Technology Assessment

AI agent compares technology capabilities across competitors by analyzing product pages, patent filings, and R&D investment signals to identify competitive advantages and gaps.

1
Benchmark Technology Capabilities
/products/press/aboutIAB Categories
COMPETITIVE TECHNOLOGY ASSESSMENT ════════════════════════════════════════════════════════ Capability Us LM NG RTX L3H Anduril AI/Autonomy B A B B- C+ A+ Cyber A B+ B A- B+ B Space B+ A A+ B B C Hypersonics B A B+ A C C Software/Digital B B+ B B B A+ COMPETITIVE GAPS: AI/Autonomy — behind Anduril and LM Software architecture — Anduril Lattice is benchmark RECOMMENDATION: Invest in AI/autonomy and software platforms

9Capture Strategy Support

AI agent supports capture teams by providing real-time competitive intelligence, customer preference signals, and evaluation criteria analysis for active pursuits.

1
Generate Capture Intelligence
/press/products/partners/events
CAPTURE INTELLIGENCE — TOP 5 ACTIVE PURSUITS ════════════════════════════════════════════════════════ Pursuit: NGAD Avionics Subsystem — $4.2B Customer: USAF Competitors: l3harris.com, rtx.com Pwin: 45% Key factor: Sensor fusion technology maturity SIGNAL: Our sensor fusion demo outperformed in government test Pursuit: SDA Tranche 3 Tracking Layer — $3.8B Customer: Space Development Agency Competitors: l3harris.com, york.space Pwin: 55% Key factor: Production rate and cost SIGNAL: Strong position — incumbent advantage from Tranche 2

10Competitive Intelligence Dashboard

AI agent synthesizes all competitive and bid intelligence into an executive dashboard providing real-time visibility into market position, active pursuits, and competitive threats.

1
Generate CI Dashboard
/investors/press/productsOpenPageRank
COMPETITIVE INTELLIGENCE DASHBOARD — FEBRUARY 2026 ════════════════════════════════════════════════════════ MARKET POSITION: Win rate: 42% | Pipeline: $28B Market share growing: Space, Cyber ACTIVE PURSUITS: Total: 28 | Pwin >60%: 8 | At risk: 4 COMPETITIVE THREATS: Anduril: Winning prime contracts in autonomy Palantir: Expanding into operational programs
2
Generate CI Report

Competitive Intelligence Report — February 2026

EXECUTIVE SUMMARY ──────────────────────────────────────── Competitors tracked: 120 domains. Active pursuits: 28. Win rate: 42%. Pipeline value: $28B. KEY INSIGHTS New entrants Anduril and Palantir disrupting traditional primes. Digital and software contracts growing 7x faster than hardware. Price competitiveness is top loss factor at 45%. Space and cyber are strongest market positions. M&A consolidation accelerating.

Agent Comparison Table

Agent NamePurposeDescriptionKey Outputs
Capability MonitorCompetitor IntelTracks competitor capability investments, R&D spending, and technology developmentCapability assessments, investment alerts, benchmark reports
Award TrackerContract IntelMonitors government portals and contractor pages for contract awards and modificationsAward alerts, trend analysis, pipeline forecasts
Price AnalystPricing IntelAnalyzes competitor financial disclosures to estimate wrap rates and pricing strategiesRate estimates, pricing benchmarks, cost position analysis
Teaming DetectorPartnershipsDetects competitor teaming arrangements from partner pages and joint announcementsTeaming alerts, team composition analysis, counter-teaming recommendations
Win/Loss AnalystPerformanceAnalyzes won and lost competitions to identify success patterns and improvement areasWin rate reports, factor analysis, strategy recommendations
Market Share TrackerMarket PositionTracks defense market share across segments using contract and revenue dataShare dashboards, trend analysis, segment reports
M&A ScoutStrategic IntelMonitors M&A activity and identifies acquisition targets and competitor deal signalsM&A alerts, target assessments, consolidation analysis
Tech BenchmarkerTechnologyCompares technology capabilities across competitors to identify advantages and gapsCapability matrices, gap analysis, investment recommendations
Capture Support AgentBusiness DevProvides real-time competitive intelligence for active capture teams and pursuitsCapture briefs, competitor profiles, Pwin assessments
CI DashboardSynthesisAggregates all competitive intelligence into executive dashboardsWeekly CI briefs, market dashboards, threat assessments

Frequently Asked Questions

How do agents detect competitor teaming arrangements?
Agents monitor partner pages, joint press releases, conference co-presentations, and event sponsorships. When two competitors add each other to their partner pages or issue joint announcements, agents flag potential teaming arrangements for active pursuits.
Can domain intelligence estimate competitor bid pricing?
Agents analyze publicly disclosed financial metrics -- operating margins, overhead rates, and revenue per employee -- from investor pages to estimate competitive wrap rates and cost structures. While not exact, these estimates provide directional pricing intelligence.
How does the system track contract awards in real-time?
Agents monitor government procurement portals (sam.gov, defense.gov contract announcements) and contractor press release pages. Contract awards are typically announced via press releases within hours, and agents flag these during data refreshes.
What competitive signals are most valuable for capture teams?
The most valuable signals include competitor teaming formations, hiring patterns indicating program investment, product page updates revealing solution approaches, and leadership changes suggesting strategic shifts. These signals inform win strategies and discriminator development.
How does market share tracking work across defense segments?
Agents aggregate contract award data, investor-disclosed revenue breakdowns, and backlog composition from competitor domains to estimate market share by segment. Quarterly refreshes capture shifts in competitive positioning across the defense landscape.

Top 10 Ways AI Agents Transform Defense Competitive Intelligence

1

Real-Time Contract Award Detection

Agents detect contract awards from government and competitor domains within hours, enabling rapid teaming and sub-positioning responses.

2

Competitor Investment Signal Analysis

R&D spending, hiring patterns, and facility expansions reveal where competitors are investing before their capabilities become visible in proposals.

3

Teaming Arrangement Early Warning

Partner page monitoring detects competitor teaming formations, enabling proactive counter-teaming strategies for active pursuits.

4

Bid Price Benchmarking

Financial disclosure analysis provides directional pricing intelligence that helps proposal teams position competitive cost volumes.

5

Win Rate Optimization

Systematic win/loss analysis across competitors identifies the factors most likely to drive favorable evaluation outcomes.

6

Market Share Trend Detection

Quarterly market share tracking reveals which competitors are gaining or losing position across defense segments.

7

M&A Target Identification

Domain signals identify companies likely to be acquired, enabling pre-emptive partnership or acquisition positioning.

8

Technology Gap Mapping

Competitive technology benchmarking across product pages reveals capability gaps requiring organic investment or partnership to close.

9

Capture Intelligence Automation

AI agents provide capture teams with automated competitor profiles, customer signals, and evaluation factor analysis for active pursuits.

10

Executive CI Dashboards

Unified dashboards replace fragmented competitive intelligence, giving leadership real-time visibility into market position and competitive threats.

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