Projectory Blog

Playbooks for winning teams

Operational guides and strategy frameworks from proposal professionals across federal, SLED, and grant markets.

For GovernmentFederal Procurement 12 min read

Introducing Projectory Gov: AI-Powered Procurement for Government Agencies

Full-lifecycle procurement management with AI-powered solicitation drafting, proposal evaluation, and contract administration. Deployed in your environment.

“Your procurement office is losing COs faster than you can hire, and the tools haven't changed in a decade”

Read the playbook

ContractorsAI in Government 17 min

AI-Assisted Proposal Writing: What Actually Works in 2026

After reviewing 200+ AI-generated proposals, here's where AI accelerates federal proposal writing and where human expertise remains non-negotiable.

Read article

BothProcurement Strategy 10 min

The Two Sides of Government Procurement: Why We Built for Both

Government procurement has two sides: agencies managing solicitations and contractors writing proposals. Here's why we built AI-powered tools for both.

Read article

GovGovernment Evaluation 11 min

How AI Evaluation Assists Reduce Procurement Lead Times

AI-powered proposal evaluation can reduce PALT by 40-60% by automating compliance screening and freeing evaluators to focus on judgment.

Read article

ContractorsDefense Compliance 12 min

CMMC Phase 2 Is Coming: What Defense Contractors Need in Their Proposal Tools

CMMC Phase 2 requires C3PAO certification by November 2026. Here's what your proposal management tools need to handle.

Read article

ContractorsFederal Proposals 15 min

How AI Fits Into the Federal Proposal Workflow

Learn where AI delivers real ROI in the federal capture-to-submission pipeline — and where human judgment is still irreplaceable.

Read article

ContractorsCompliance 18 min

The Compliance Matrix Playbook for Federal RFPs

A step-by-step framework for building compliance matrices that catch every requirement before Red Team review.

Read article

ContractorsBest Practices 16 min

From Past Proposals to Competitive Advantage

Turn institutional knowledge into a searchable, reusable asset library that makes every proposal stronger than the last.

Read article

ContractorsStrategy 17 min

Breaking Into the SLED Market

Why state, local, and education contracts require a completely different playbook — and how to build one that wins.

Read article

ContractorsCollaboration 14 min

Running Proposal Teams Across Time Zones

Practical systems for version control, async handoffs, and review cycles that actually work for distributed teams.

Read article

ContractorsGrants 16 min

Grant Writing That Gets Funded

The evaluation plan framework that separates funded applications from the 42% rejected for weak measurement strategies.

Read article

ContractorsGovCon Strategy 17 min

Why 62% of Government Proposals Lose Before Evaluation Begins

Technically superior proposals get eliminated daily for compliance failures that had nothing to do with solution quality.

Read article

New This Week

Latest Insights

Fresh research-driven analysis on capture, compliance, and proposal strategy. These are the newest articles from our weekly content pipeline, grouped here so teams can scan them in one place.

29 fresh articlesUpdated weekly

Newest articleIndustry Solutions 12 min

Instant Recompete Readiness: Turn Incumbent Performance Data Into Proposal Assets

Incumbents lose recompetes because their best evidence sits in disconnected systems. Here is how to govern CPARS, deliverable, and obligation data as a continuously proposal-ready dataset.

James Whitfield • October 1, 2026Read now

Data & Analytics 12 min

Cost Volume Data Lineage: An Audit Trail DCAA Can Follow

Build a documented lineage from ledger extract to priced cost volume so bid rates, indirect pools, and escalation assumptions can be re-derived years later under DCAA and DCMA review.

Marcus Chen · September 30, 2026

Agentic AI 12 min

Multi-Agent Color Team Reviews: AI Pink, Red, and Gold Passes

How to build three separately prompted AI reviewer agents bound to Section L, Section M, and the SOW so every Pink, Red, and Gold finding cites solicitation text instead of reviewer taste.

Rachel Kim · September 28, 2026

Agentic AI 13 min

Section M Decomposition at Machine Speed: Building AI Compliance Matrices

How to train and govern domain-specific models that decompose Section M evaluation factors into traceable compliance matrix rows tied to Section L instructions, the SOW, and color team review gates.

David Okafor · September 24, 2026

Data & Analytics 14 min

How to Evaluate Teaming Partners Before Capture: A Vetting Scorecard

Vet teaming partners with accessible evidence: SAM.gov exclusions, capacity checks informed by FAR 9.104-1, federal award records, workshare math, and conflict screening.

Sarah Thornton · September 17, 2026

Proposal Operations 13 min

Proposal Intake: Lock Requirements, Owners, and Bid Decisions Early

A working intake workflow for proposal teams: shred the solicitation into owned requirements, log open questions, and record the bid decision before anyone starts drafting.

James Whitfield · September 7, 2026

Agentic AI 13 min

Agentic AI for Past Performance Narratives: CPARS-Aligned Evidence at Scale

How to architect an agentic AI system that ingests deliverables, CPARS ratings, and client feedback to auto-draft scored past performance narratives, cutting volume time 60%.

Marcus Chen · August 24, 2026

Governance & Security 12 min

Automating SCRM Documentation for Section 889 in Subcontractor-Heavy Proposals

Prime contractors need to validate and document subcontractor supply chain compliance at proposal time, not after award. Here is the governance architecture that prevents post-award surprises.

Rachel Kim · August 17, 2026

Proposal Management 14 min

8 Best AI Proposal Generation Tools for Government RFPs in 2026

Compare eight AI proposal tools for government RFPs by compliance traceability, grounded drafting, capture workflow, review controls, and team fit.

Sarah Thornton · August 15, 2026

Data & Analytics 12 min

Reverse-Engineering Best-Value Scoring With Predictive Pricing Models

Turn price-to-win from gut-feel into engineering. Build a data pipeline from historical awards to model competitive price bands, labor mix, and wrap rate sensitivity.

Sarah Thornton · August 10, 2026

Cloud & Infrastructure 12 min

From Monolith to Mission-Ready: Cloud Patterns for GovCon Proposal Infrastructure

A concrete cloud roadmap that turns fragile SharePoint-and-shared-drive proposal ops into containerized, event-driven, FedRAMP-aligned infrastructure that wins bids.

James Whitfield · August 3, 2026

Agentic AI 15 min

Knowledge Graph-Powered Capture: Map Agency Buying Patterns Before Competitors

Architect an agentic AI system that ingests FPDS, SAM.gov, and USAspending data to build a living knowledge graph of procurement behaviors and recompete timelines.

Marcus Chen · July 20, 2026

Engineering Practices 13 min

Dual-Track FAR Compliance: Building Proposal Systems for Two Regulatory Worlds

The FAR rewrite creates a painful overlap period. Here's how to architect proposal systems that track both old and new clause numbers, thresholds, and DFARS deviations simultaneously.

Rachel Kim · July 13, 2026

Industry Solutions 11 min

Restructure Your Capture Strategy for DoD Portfolio Acquisition

DoD's shift to PAEs, outcome-based requirements, and OTA-first buying demands a fundamentally different capture cadence. Here's how to restructure before you lose ground.

David Okafor · July 6, 2026

Governance & Security 14 min

The Summer 2026 GovCon Shakeup: Fixed-Price by Default, FAR in Formal Rulemaking, and What Proposal Teams Need to Change Now

Four rule changes in ninety days rewrote how federal work gets priced, audited, and awarded. Here is the concrete playbook for adapting your proposal automation, pricing strategy, and compliance workflow before your next submission.

Sarah Thornton · July 5, 2026

Compliance & Regulations 10 min

C3PAO Bottleneck: What Proposal and Capture Teams Need Before the RFP

CMMC readiness is now a proposal risk. Proposal and capture teams need clear evidence status, claim language, and owner accountability before they bid.

Sarah Thornton · June 22, 2026

Data & Analytics 13 min

GSA Schedule TDR Automation: Build the Pipeline That Survives Refresh 31

A technical blueprint for turning GSA TDR obligations into a traceable compliance workflow: extract requirements, assign owners, validate evidence, and keep MAS reporting audit-ready.

James Whitfield · June 15, 2026

For Contractors 9 min

GSA TDR Compliance for Contractors: From Reporting Obligation to Proposal-Ready Evidence

How MAS contractors can use Projectory-style requirement extraction, compliance matrices, owner workflows, and evidence libraries to keep TDR reporting audit-ready.

James Whitfield · June 15, 2026

For Government 8 min

How Government Teams Can Review GSA TDR and Vendor Reporting Without Spreadsheet Drift

A government-side playbook for using structured intake, AI-assisted review, exception queues, and audit trails to manage contractor reporting obligations.

Elena Park · June 15, 2026

Data & Analytics 13 min

OASIS+ Self-Scoring Optimization: Data Architecture for 42-Credit Qualification

Most OASIS+ applicants lose points to preventable data errors. Here's how to architect your project database, automate scoring, and build audit-ready evidence across all 13 domains.

Marcus Chen · June 8, 2026

Governance & Security 12 min

CMMC Artifact Engineering: Building Documentation Assessors Accept

Most contractors discover their CMMC documentation is inadequate during the C3PAO assessment. Here's how to engineer artifact pipelines that survive live demonstrations.

Rachel Kim · June 1, 2026

Agentic AI 12 min

Optimizing Proposals for AI Evaluators: Structured Data Strategies That Work

Federal AI evaluation tools already parse proposals using NLP. Here are concrete formatting, metadata, and compliance strategies to score well with both human and machine evaluators.

David Okafor · May 25, 2026

Governance & Security 11 min

The FAR Overhaul Compliance Gap: Updating Proposal Automation for 2026

Most contractors still reference obsolete FAR sections in their templates. Here's a technical roadmap for mapping old clauses to the restructured FAR before your next submission.

Sarah Thornton · May 18, 2026

Government Procurement 13 min

Competitive Intelligence for GovCon: Finding Your Edge Before the RFP Drops

Win rates jump when you start gathering intelligence months before the RFP. Here are the public data sources and pre-solicitation signals that separate winners from also-rans.

James Whitfield · May 11, 2026

GovCon Strategy 13 min

The Go/No-Go Scoring Framework That Saves Proposal Teams 40% of Wasted Effort

A quantitative go/no-go scoring model with weighted criteria that separates winnable contracts from resource drains. Includes real win-rate data across 300+ pursuits.

Marcus Chen · May 4, 2026

GovCon Strategy 13 min

Breaking Into the SLED Market: What Federal Contractors Get Wrong

Federal contractors assume SLED procurement is just smaller-scale federal work. That assumption costs them millions in lost bids and wasted BD spend every year.

Rachel Kim · May 4, 2026

Proposal Management 14 min

Content Reuse Strategy: How to Build a Library That Scales

Stop writing proposals from scratch. Build a structured content library that maintains compliance while giving evaluators fresh, relevant responses every time.

David Okafor · April 27, 2026

Compliance & Regulations 16 min

CMMC Phase 2 Is Here: What Your Proposal Process Needs to Change

CMMC 2.0 Level 2 is now a go/no-go criterion, not a competitive edge. Here's how to restructure your proposal workflows, compliance matrices, and teaming documentation before your next bid.

Marcus Chen · April 6, 2026

Proposal Management 17 min

The Federal RFP Response Playbook: From Solicitation to Submission

A step-by-step breakdown of the federal proposal process with specific timelines, compliance checkpoints, and the exact failure points that sink 60% of submissions.

James Whitfield · April 6, 2026

Ready to put these playbooks into practice?

Projectory automates requirement extraction, compliance mapping, and proposal drafting — so you can focus on winning strategy.

Start Free Trial See the Demo