Transform how your GovCon business identifies, pursues, and wins federal contracts with a dedicated AI WorkBench built exclusively for your organization.
Mill Pond Research has partnered with OpnGovIQ—the leading AI platform built by contractors, for contractors—to deliver a bespoke AI environment that combines OpnGovIQ’s powerful federal contracting intelligence with a private, secure WorkBench instance tailored to your company’s unique capabilities, past performance, and competitive strategy.
This isn’t just software. It’s a fully managed AI infrastructure designed to turn your proprietary knowledge into a permanent competitive advantage while maintaining the security and compliance standards the federal marketplace demands.
Your Custom GovCon WorkBench includes everything in the OpnGovIQ Professional tier—unlimited access to the 24/7 GovCon Coach, Proposal Manager, RFI Response Generator, Capability Statement Builder, and the all-in-one GovCon CRM with pipeline management and federal market intelligence—deployed within your own dedicated instance.
Unlike generic AI tools that trap your data in silos, your Custom WorkBench creates a knowledge-sharing ecosystem where every interaction compounds into institutional intelligence.
Deploy specialized AI agents in days, not weeks. Using professional-grade authoring tools, we help you build agents for any content creation use cases – text, image, code, and more.
Each agent is tuned with your specific model assignments, custom parameters, and dynamic context from your proprietary knowledge bases—ensuring responses reflect your company’s unique expertise rather than generic AI training.
Validate every agent against multiple LLMs to ensure optimal performance and cost-efficiency.
With WorkBench, you can test your proposal outline generator against multiple models for complex technical requirements, then validate your market research agent for analytical depth—ensuring the right model powers each specific task without vendor lock-in.
Deploy agents across your organization with universal model compatibility. When you switch from one LLM provider to another, your agents and their contextual knowledge transfer seamlessly—preserving the institutional learning that makes your AI valuable. Your team accesses these tools through a unified interface while administrators maintain complete oversight via the compliance dashboard.
For federal contractors handling sensitive data, CUI, or operating in CMMC-regulated environments, add the Xilos Security Platform—an intelligent middleware layer that functions as your AI security perimeter.
Xilos operates as a mandatory checkpoint between your WorkBench and external AI models, providing:
Xilos can be deployed within your own VPC or on-premises infrastructure for air-gapped environments, ensuring complete data sovereignty for classified or highly sensitive federal contracting operations.
Your Custom WorkBench deployment follows a proven methodology designed for busy GovCon professionals:
Our team works with you to ingest and structure your critical documents—past proposals, technical capabilities, contract deliverables, contract modifications, and corporate qualifications—transforming static files into searchable, actionable knowledge assets.
We configure your 10-agent suite (5 custom + 5 modified OpnGovIQ agents) with specific model assignments, security parameters, and integration points. Each agent is calibrated for your voice, your technical strengths, and your specific federal market focus—whether that’s DoD construction, civilian agency IT services, or complex systems integration.
Your dedicated subdomain goes live with administrative controls configured for your compliance requirements. We conduct hands-on training with your BD and proposal teams, ensuring your investment translates immediately into faster capture cycles and higher-quality submissions.
Typical deployment timeline: 5-7 business days from document intake to full operational status.
Custom GovCon WorkBench
Built on OpnGovIQ Professional Foundation
Annual Investment: Contact for Pricing
(Includes OpnGovIQ Professional tier: $1,997/year value + Custom WorkBench infrastructure)
What’s Included:
Additional Services:
Stop Training Your Competitors
When your team uses public ChatGPT or Claude for proposal development, your technical innovations, pricing strategies, and past performance details become training data for models your competitors use. Your WorkBench ensures your intellectual property remains yours—creating a moat around your institutional knowledge rather than donating it to public models.
From Generic to Specific
Generic AI might help you understand FAR Part 15. Your custom WorkBench knows that your company specializes in IT services under NAICS 541512, has specific past performance with DISA, and prefers a particular technical narrative structure that won three IDIQs last year. That specificity separates winning proposals from compliant also-rans.
Compliance as Architecture
Federal contracting demands rigorous data handling. Whether you’re managing CUI, navigating CMMC requirements, or simply need audit trails for contract file documentation, your WorkBench is built with compliance as a foundation—not an afterthought. Every prompt is logged. Every data access is governed. Every agent action is auditable.
Velocity Without Chaos
Most GovCon shops experimenting with AI face “shadow AI”—individuals using personal ChatGPT accounts, inconsistent outputs, and no institutional memory of what worked. Your WorkBench centralizes innovation, ensuring that when your best capture manager develops a winning approach to technical volume analysis, that methodology becomes a permanent asset available to your entire BD team.
The Compound Interest of Intelligence
Each proposal your WorkBench assists with, each RFP it analyzes, each agency forecast it interprets adds to your proprietary knowledge graph. Unlike SaaS tools where your data evaporates when you cancel, your WorkBench creates lasting infrastructure—an increasingly valuable asset that appreciates as your federal contracting practice grows.
Rapid deployment on Mill Pond Research’s secure AWS infrastructure with single-tenant isolation. Ideal for small to mid-tier contractors requiring immediate AI capability without infrastructure overhead.
Full WorkBench deployment within your organization’s Virtual Private Cloud—AWS, Azure, or Google Cloud. Perfect for contractors with specific data residency requirements or existing cloud security frameworks.
Complete local deployment for organizations handling classified information or operating in CMMC Level 3+ environments. Requires provisioned GPU hardware (minimum 48GB VRAM) for local SLM processing.
All deployment options support the Xilos Security Platform add-on for organizations requiring the highest levels of AI governance and data loss prevention.
Your competitors are already using AI to analyze RFPs faster and write proposals cheaper. The question is whether you’ll use generic tools that expose your strategy, or build proprietary AI infrastructure that compounds your competitive advantages with every contract you pursue.
Schedule Your Initial Consultation
Let’s discuss your current capture process, your existing document repositories, and how a Custom GovCon WorkBench can reduce your proposal development cycle while improving win rates. We’ll provide a specific implementation roadmap and knowledge engineering strategy tailored to your primary agencies and contract vehicles.
Custom AI WorkBench solutions require an initial consultation to assess data readiness and specific agent requirements. Implementation typically begins within 48 hours of agreement execution.
