Aliff SolutionsAliff Solutions
Quantitative Intelligence for GovCon

Win Government Contracts Before Competitors See Them

The first quantitative intelligence platform for government contracting. Aliff predicts recompetes, scores incumbent vulnerability, calculates optimal pricing, and analyzes win probability — so you pursue the contracts you can win.

FedRAMP-Ready Architecture
Designed for CMMC 2.0 Readiness

Built for contractors serving federal, state, local & education markets

Department of DefenseU.S. NavyU.S. Air ForceU.S. ArmyU.S. Marine CorpsU.S. Space ForceDept of Veterans AffairsDefense Logistics AgencyDept of EnergyHealth & Human ServicesGeneral Services AdministrationNASADept of Homeland SecurityDept of TransportationDept of JusticeDept of StateDept of the TreasuryUSDADept of the InteriorDept of CommerceDept of EducationEPASocial Security AdministrationMissile Defense AgencyNational Science FoundationCIANSANGANRODIADepartment of DefenseU.S. NavyU.S. Air ForceU.S. ArmyU.S. Marine CorpsU.S. Space ForceDept of Veterans AffairsDefense Logistics AgencyDept of EnergyHealth & Human ServicesGeneral Services AdministrationNASADept of Homeland SecurityDept of TransportationDept of JusticeDept of StateDept of the TreasuryUSDADept of the InteriorDept of CommerceDept of EducationEPASocial Security AdministrationMissile Defense AgencyNational Science FoundationCIANSANGANRODIA
CaliforniaNew YorkTexasFloridaPennsylvaniaOhioIllinoisMassachusettsNew JerseyMichiganVirginiaGeorgiaNorth CarolinaWashingtonMarylandArizonaMinnesotaColoradoNew York CityLos Angeles CountyCity of ChicagoMiami-Dade CountyCity of HoustonCity of PhoenixCity of PhiladelphiaCity of SeattleCity of San DiegoFairfax CountyDistrict of ColumbiaCity of DallasCaliforniaNew YorkTexasFloridaPennsylvaniaOhioIllinoisMassachusettsNew JerseyMichiganVirginiaGeorgiaNorth CarolinaWashingtonMarylandArizonaMinnesotaColoradoNew York CityLos Angeles CountyCity of ChicagoMiami-Dade CountyCity of HoustonCity of PhoenixCity of PhiladelphiaCity of SeattleCity of San DiegoFairfax CountyDistrict of ColumbiaCity of Dallas
UC SystemSUNYOhio State UniversityPenn State UniversityUT SystemTexas A&M SystemCal State University SystemUniversity of MichiganNYC Dept of EducationLA Unified School DistrictChicago Public SchoolsMiami-Dade County Public SchoolsHouston ISDNASPO ValuePointSourcewellOMNIA PartnersHGACBuyBuyBoardE&I Cooperative ServicesEqualis GroupTIPSUC SystemSUNYOhio State UniversityPenn State UniversityUT SystemTexas A&M SystemCal State University SystemUniversity of MichiganNYC Dept of EducationLA Unified School DistrictChicago Public SchoolsMiami-Dade County Public SchoolsHouston ISDNASPO ValuePointSourcewellOMNIA PartnersHGACBuyBuyBoardE&I Cooperative ServicesEqualis GroupTIPS
$0B

Federal Contract Market

FY2024 — USAspending.gov

$0T+

SLED Market Size

Census Bureau estimates

0

Win Probability Factors

Multi-factor scoring model

0-24 mo

Recompete Prediction Window

Designed prediction range

Market data as of FY2024. Sources: USAspending.gov, U.S. Census Bureau.

Why Does Government Contracting Cost So Much Time and Money?

The traditional approach to federal procurement wastes resources on opportunities you were never going to win. Data-driven intelligence changes that equation.

The Traditional Approach

  • Manually searching SAM.gov, state portals, and agency forecasts for hours each day
  • Writing proposals from scratch with no insight into competitor positioning
  • Pursuing every opportunity regardless of actual win probability
  • Missing recompete timelines because no one is tracking contract expirations
  • Guessing at pricing with no market benchmarking data

The Aliff Approach

  • Aliff monitors federal and SLED data sources to surface relevant opportunities automatically
  • Generates compliance-structured proposal drafts designed to accelerate your review process
  • Win probability scoring across 8 weighted factors helps focus your pursuit pipeline
  • Recompete prediction engine identifies contracts approaching rebid 6–24 months ahead
  • Price-to-win analysis benchmarks your pricing against historical award data

What Makes Aliff Different From Other GovCon Platforms?

Most platforms aggregate government contracting data. Aliff applies quantitative analysis to predict outcomes.

Competitors guess. Aliff calculates.

Predict When Contracts Will Rebid

Aliff’s recompete prediction engine analyzes contract end dates, modification histories, and agency acquisition forecasts to identify contracts approaching rebid 6 to 24 months before the competition learns they exist. Stop reacting to RFPs. Start preparing.

Data sources

USAspending award data, FPDS contract modifications, historical recompete timelines, budget justification documents, agency acquisition forecasts.

Find Where Incumbents Are Weakest

Not every contract holder deserves to keep their seat. Aliff’s incumbent vulnerability scoring model evaluates past performance trajectory, modification history, protest records, and organizational stability to generate a 0–100 displacement potential score. Know where you have a real shot — and where you do not.

Output

Vulnerability Score (0–100), key weaknesses, displacement strategy recommendations, win themes to leverage.

Price to Win, Not to Guess

Aliff’s pricing intelligence engine benchmarks your bid against historical award values, GSA pricing data, labor category rates by region, and competitor pricing patterns. The result: recommended price ranges with confidence intervals, so your pricing is competitive without leaving money on the table.

Output

Recommended price range, Price-to-Win target, confidence interval, risk assessment (Aggressive / Competitive / Conservative).

Go/No-Go Decisions Backed by Data

Before you invest thousands in a pursuit, Aliff’s win probability engine scores your chances across 8 weighted factors: technical capability match, past performance relevance, incumbent vulnerability, pricing position, set-aside eligibility, customer relationship, teaming strength, and competitive landscape density. Every pursuit gets a data-driven GO or NO-GO recommendation.

Output

Win Probability Score, confidence level, GO/NO-GO recommendation, ranked strengths and gaps with mitigation strategies.

Capability Comparison

CapabilityGovWin IQHigherGovGovDashAliff
Federal Opportunity Data
SLED Coverage
AI Proposal Drafting
Recompete Predictions
Incumbent Vulnerability Scoring
Price-to-Win Calculator
Win Probability Engine

Comparison based on publicly available feature information as of February 2026. Subject to change.

How Does Aliff Combine AI Intelligence With Expert Services?

A hybrid model: Aliff's intelligence engine handles quantitative analysis and automation. Human GovCon experts handle strategy, relationships, and the judgment calls that require experience.

Proposal Development

End-to-end management from shred to submission. AI drafts content while experts refine strategy.

AUTOMATION: ACTIVATED

Market Intelligence

Continuous monitoring of federal and SLED procurement sources to surface relevant opportunities.

Certifications

Expert guidance for 8(a), HUBZone, WOSB, and SDVOSB status acquisition.

Pricing Strategy

Data-driven Price-to-Win analysis to maximize competitiveness.

Compliance Audits

CMMC 2.0 readiness assessments and gap analysis.

Agency Relationships

Strategic introduction to key contracting officers and program managers.

Teaming Support

Find and vet reliable partners for joint ventures.

GovTech Solutions

Custom software development for federal use cases.

The 9-Phase Win Loop

A systematic, repeatable process powered by quantitative analysis and refined by human expertise. Designed to give you a measurable advantage at every phase of the capture lifecycle.

CURRENT STATUS
Strategic Planning
Phase 01IN PROGRESS

Strategic Planning

We map your capabilities to agency spending forecasts using our Scout Agent to find opportunities before they hit SAM.gov.

Phase 02

Bid/No-Bid Decision

Data-driven qualification using our Win Probability Calculator to ensure you only pursue addressable opportunities.

Phase 03

Opportunity Qualification

Deep dive analysis of solicitation requirements against your past performance and capabilities.

Phase 04

Capture Planning

Developing the win strategy, ghosting competitors, and identifying key decision makers.

Phase 05

Proposal Development

Aliff generates compliance-structured initial drafts, allowing your team and our experts to focus on strategy, win themes, and the 'Blue Team' narrative.

Phase 06

Quality Assurance

Strict compliance matrix verification and 'Red Team' review to eliminate deficiencies.

Phase 07

Submission & Orals

White-glove submission management and coaching for oral presentations.

Phase 08

Contract Award

Negotiation support and transition planning upon successful award.

Phase 09

Execution & Recompete

Continuous monitoring for modification opportunities and managing the recompete timeline.

Government Contracting by the Numbers

Government contracting is a $2.25 trillion market where most contractors compete with gut instinct and manual processes. Aliff was built to bring quantitative rigor to every pursuit decision.

$755B

Federal Contract Spending (FY2024)

Source: USAspending.gov

$1.5T+

SLED Procurement Market

Source: Census Bureau estimates

~4%

Average Federal Proposal Win Rate

Source: Lohfeld Consulting Group, 2023 Win Rate Study

23%

Small Business Federal Contract Goal

Source: SBA.gov

30-60 days

Typical Complex Proposal Timeline

Source: APMP Body of Knowledge, Proposal Lifecycle Benchmarks

6-24 mo

Recompete Prediction Window

Source: Aliff platform capability

Data last updated: FY2024. Sources cited per metric above.

Frequently Asked Questions

Common questions about quantitative intelligence, recompete predictions, and how Aliff supports government contractors.

Aliff Solutions is a quantitative intelligence platform for government contracting. Unlike traditional GovCon tools that aggregate data from federal sources, Aliff applies predictive analysis to forecast contract recompetes, score incumbent vulnerability, calculate optimal pricing bands, and analyze win probability. The platform combines automated intelligence with expert services to support the full capture lifecycle — from opportunity identification through proposal submission and contract award.

Ready to Stop Guessing and Start Calculating?

Join the government contractors who are replacing gut instinct with quantitative intelligence. See how Aliff can inform your next capture decision.

FedRAMP-Ready Architecture
Designed for CMMC 2.0
AES-256 Encryption

Aliff Solutions provides analytical tools and intelligence to support government contracting decisions. Results depend on data quality, market conditions, and organizational capabilities. Aliff does not guarantee contract awards.