Product

Meet Your 32-Agent Bidding Team

Five tiers of specialized AI agents that analyze, debate, and reach consensus on the perfect bid price for every federal contract.

Command Center Overview

Your mission control for all federal contract intelligence.

Celestix/Command Center

Active Cycles

Contracts

247

Win Rate

73%

Avg Accuracy

91.3%

GMNF Facility RepairRound 3

VA Medical HVACComplete

DOD Base SecurityRound 1

Celestix

llama3.1:8b

Overview

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Active Contracts

+12 this month

AI Agents

5 layers active

System Accuracy

91.3%

up from 87.2%

Knowledge Base

2,847

1.2 GB indexed

Portfolio Verdicts

GOD Agent

Contract	Agency	Bid	Conf.
GMNF Facility Repair	USDA	$187,200	94%
VA Clinic HVAC	VA	$342,500	87%
Fort Hood Roofing	DOD	$89,700	72%
GSA Office Reno	GSA	$1.2M	68%
EPA Lab Paint	EPA	$45,300	91%

Accuracy Trend

91.3%

Accuracy 95% Target

Architecture

5-Tier Agent Hierarchy

DATA(3 agents)

Raw data collection and validation from federal sources.

SAM ParserDocument ExtractorData Validator

ANALYTICS(4 agents)

Core analytical processing — costs, quantities, schedules, pricing.

Cost EstimatorQuantity SurveyorSchedule AnalystPrice Compiler

SPECIALIZED(15 agents)

Domain experts — each with deep specialty knowledge and methodology.

Risk QuantifierGeospatialTemporalEscalationCompetitive IntelGovernment EstimateBid/No-BidSubcontractorClaimsChange OrderLifecycleComplianceLaborMaterialEquipment

SYNTHESIS(5 agents)

Combine agent outputs into cohesive analysis and deliverables.

Price-to-WinOrchestratorQuality AuditorProposal WriterReviewer

META(5 agents)

Supreme oversight — arbitration, accuracy, learning, and evolution.

GOD AgentCalibratorSimilarity EngineEvolution EngineLearning Overseer

Full Cycle Deep-Dive

Watch all 22 agents work through 4 rounds to reach consensus.

Celestix/Full Cycle

Round 1: Independent Analysis

~22 min

Round 2: Cross-Review & Disputes

~10 min

Round 3: Refinement

~5 min

Round 4: GOD Agent Finalization

~3 min

Convergence

4.2%

Active Agents

Full Cycle — GMNF Facility Repair & Maintenance

USDANAICS 236220NortheastSet-AsideFFP

36:12

RECON

CROSS-REVIEW

REFINEMENT

FINALIZATION

Round 3 of 4 — 78% — ETA: 4 min

Cost Estimator

L1$178,400

Risk Quantifier

L2$185,200

+$6,800 dispute

Quantity Surveyor

L1$176,900

Schedule Analyst

L114 weeks

Price Compiler

L1$181,300

Geospatial

L21.08x

Temporal

L2+5.2%

+$3,900 dispute

Competitive Intel

L26 bidders

Govt Estimate

L2$190,000

Price-to-Win

L3$183,500

Labor Analyst

L2$78,000

Material Analyst

L2$48,000

Equipment

L2$16,800

Escalation

L2+2.1%

Subcontractor

L2$24,300

Compliance

L2Pass

Bid/No-Bid

L2BID

Orchestrator

L3Active

Quality Auditor

L3Pending

Proposal Writer

L3Pending

Reviewer

L3Pending

GOD Agent

L4Arbitrating...

Synthesis Document v3

Direct Cost	Labor $78K + Mat $48K + Equip $16.8K	$142,800
Overhead (12%)		$17,136
Profit (8%)		$12,795
Bonding (2.5%)		$4,318
Mobilization		$3,200
Risk Premium		$6,951
Total Bid	Confidence: 0.89	$187,200

Active Disputes

Risk → Estimator: Asbestos +$2,800GOD accepted

Temporal → Estimator: Winter +$3,900Under review

Convergence

--- target threshold (5%)

Agent Evolution Lab

Clone, merge, and evolve your AI agents to maximize accuracy.

Celestix/Agent Lab

L4GOD Agent

94.1%

L1Cost Estimator

93.2%

L2Geospatial

92.1%

L2Risk Quantifier

89.7%

L2Competitive Intel

88.4%

Cost-Risk Analyst hybrid ready

Agent Lab

L0 DATA

SAM Parser96.1%

Document Extractor94.8%

Data Validator97.2%

L1 ANALYTICS

Cost Estimator93.2%

Quantity Surveyor91.5%

Schedule Analyst88.9%

Price Compiler90.3%

L2 SPECIALIZED

Risk Quantifier89.7%

Geospatial92.1%

Temporal86.3%

Competitive Intel88.4%

Govt Estimate87.9%

L3 SYNTHESIS

Price-to-Win91.8%

Orchestrator94.5%

Quality Auditor93.1%

L4 META

GOD Agent94.1%

Calibrator95.3%

Evolution Engine92.8%

Hybrids

Cost-Risk Analyst94.6%

Geo-Temporal91.2%

Cost Estimator

L1 Analytics/Active

ACCURACY

93.2%

CONTRACTS ANALYZED

187

KB SIZE

342 files

PROMPT VERSION

v3.2.1

SYSTEMATIC BIAS

-2.1%

LAST ANALYSIS

2h ago

Accuracy Trend (30d)

Create Hybrid Agent

Parent A

Cost Estimator

187 contracts · 93.2%

Parent B

Risk Quantifier

156 contracts · 89.7%

Result

Cost-Risk Analyst

Hybrid Agent

Compatibility94%

Merged KB298 contracts

GOD Agent will generate hybrid prompt combining cost estimation with risk quantification.

Accuracy Engine

Every prediction tracked against actual award prices. The system calibrates itself.

Celestix/Accuracy Tracker

Overall MAPE

4.7%

Hit Rate ±5%

91.3%

Contracts

247

System Bias

-1.2%

GOD Agent94.1%

Cost Estimator93.2%

Geospatial92.1%

Accuracy Tracker

System Performance

OVERALL MAPE

4.7%

target ≤5%

HIT RATE ±5%

91.3%

target 95%

HIT RATE ±10%

98.1%

target 99%

CALIBRATED

247

SYSTEM BIAS

-1.2%

acceptable

Predicted vs Actual Award Price

≤5% 5-10% >10%

Agent Accuracy

Agent	Accuracy	Bias	#
GOD Agent	94.1%	-0.8%	247
Cost Estimator	93.2%	-2.1%	187
Geospatial	92.1%	-0.4%	187
Price-to-Win	91.8%	+1.3%	187
Risk Quantifier	89.7%	+3.2%	156
Competitive Intel	88.4%	-1.7%	142
Govt Estimate	87.9%	+2.8%	134
Temporal	86.3%	+4.1%	187

Regional Accuracy

Northeast93.4%

Southeast88.2%

Midwest90.1%

Southwest85.7%

West89.9%

Pacific91.2%

Ready to see it in action?

Book a 30-minute demo and see how FCIS transforms your bidding process.

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