FForge Outcome Delivery
Outcome-as-a-Service · Proof Layer enforced

Delivered Outcomes

Every completed request is published with its full proof posture: verification status, Evidence Grade, Trust Score, disclosed seams, and consumer product posture (interactive · editable · 30-min trial · Stripe unlock). 30 live. Request your own outcome →

States: NOT_STARTED · BUILD_FAILED · FUNCTIONAL_DELIVERED · VERIFICATION_INCOMPLETE · PROOF_INCOMPLETE · CERTIFIED · PRODUCTION_VALIDATED
F

💧 Water Tracker

A dead-simple daily water intake tracker. One file, no setup, no accounts.

DELIVERED Evidence — Ind. audit: none
Tokens ~8.7k Time ~2m 54s Cost ~$0.039 Estimated
Functional StatusDelivered
Verification Status—
Verification Summary—
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~8.7k
Elapsed Time~2m 54s
Cost (USD)~$0.039
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Details Download
F

100,000 Work Order Simulation

A FICTIONAL / SYNTHETIC enterprise deployment model: the Work Order Agent Ecosystem run against 100,000 synthetic property-management work orders, wit

PROOF_INCOMPLETE Evidence B Trust 80/100 Ind. audit: none
Tokens ~341.1k Time ~1h 53m Cost ~$1.54 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary27 / 27 checks
Proof StatusPROOF_INCOMPLETE
Evidence GradeB
Trust Score80 / 100
ReproductionReproduction: see proof
Disclosed Seams7
Tokens Used~341.1k
Elapsed Time~1h 53m
Cost (USD)~$1.54
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: 7 disclosed seam(s) — see proof package.
Launch Details Download
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AeroForge — Starship Aero & Aerothermal Toolkit

Engineering-level aerodynamics & aerothermal prediction for a Starship-class vehicle, subsonic → hypersonic — validated against NACA 1135 and the U.S.

CERTIFIED Evidence A Trust 93/100 Ind. audit: none
Tokens ~218.9k Time ~1h 12m Cost ~$0.985 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary59 / 59 checks
Proof StatusCERTIFIED
Evidence GradeA
Trust Score93 / 100
ReproductionReproducible
Disclosed Seams6
Tokens Used~218.9k
Elapsed Time~1h 12m
Cost (USD)~$0.985
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: 6 disclosed seam(s) — see proof package.
Details Download
F

Agent Memory Manager

Hierarchical (hot/warm/cold) memory for long-running AI agents and fleets: Postgres+pgvector retrieval, LLM summarization hooks, time-decay / relevanc

CERTIFIED Evidence A Trust 93/100 Capability D Ambition 79.17/100 Ind. audit: none
Tokens ~232.4k Time ~1h 17m Cost ~$1.05 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary30 / 30 checks
Proof StatusCERTIFIED
Evidence GradeA
Trust Score93 / 100
ReproductionReproducible
Disclosed Seams6
Tokens Used~232.4k
Elapsed Time~1h 17m
Cost (USD)~$1.05
Metrics BasisEstimated
Capability GradeD
Ambition Score79.17 / 100
SOTA ReviewedYes
Capability Seams8
Independent AuditNot yet audited
Limitations: 6 disclosed seam(s) — see proof package.
Details Download
F

Apogee Launch Co. — 24-Month Plan to Space

A FICTIONAL planning artifact: a 5-person, $200M, 24-month program plan to fly a first suborbital rocket across the Kármán line (100 km), planned day-

CERTIFIED Evidence C Trust 83/100 Ind. audit: none
Tokens ~236.3k Time ~1h 18m Cost ~$1.06 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary21 / 21 checks
Proof StatusCERTIFIED
Evidence GradeC
Trust Score83 / 100
ReproductionReproducible
Disclosed Seams5
Tokens Used~236.3k
Elapsed Time~1h 18m
Cost (USD)~$1.06
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: 5 disclosed seam(s) — see proof package.
Launch Details Download
F

AskLivermore Portfolio Tracker — Jill

Thinkorswim RTD portfolio tracker with centralized TOS Quotes, hourly quote column G on four portfolio tabs, and live Current Price lookups.

DELIVERED Evidence — Ind. audit: none
Tokens ~184.4k Time ~1h 1m Cost ~$0.830 Estimated
Functional StatusDelivered
Verification Status—
Verification Summary—
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~184.4k
Elapsed Time~1h 1m
Cost (USD)~$0.830
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Launch Details Download
F

Billings Office Tenant Market Summary

This package identifies qualified office tenant prospects for leasing outreach at 222 N 31st Street in downtown Billings. The N 31st Street corridor i

DELIVERED Evidence — Ind. audit: none
Tokens ~14.6k Time ~4m 51s Cost ~$0.065 Estimated
Functional StatusDelivered
Verification Status—
Verification Summary—
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~14.6k
Elapsed Time~4m 51s
Cost (USD)~$0.065
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Details Download
F

Bozeman CRE Market Report — Retail / Industrial / Office (For Lease)

A market real estate report for Bozeman, MT covering retail, industrial, and office properties currently on the market for lease, with the average pri

DELIVERED Evidence — Ind. audit: none
Tokens ~69k Time ~22m 59s Cost ~$0.310 Estimated
Functional StatusDelivered
Verification Status—
Verification Summary—
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~69k
Elapsed Time~22m 59s
Cost (USD)~$0.310
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Details Download
F

Business Card Scanner — CardScan

No account, no cloud upload of card images. OCR runs in your browser via Tesseract.js.

DELIVERED Evidence — Ind. audit: Certifiable
Tokens ~50.2k Time ~16m 44s Cost ~$0.226 Estimated
Functional StatusDelivered
Verification Status—
Verification Summary—
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~50.2k
Elapsed Time~16m 44s
Cost (USD)~$0.226
Metrics BasisEstimated
Independent AuditCertifiable
Independent Trust100 / 100
Independent Accuracy100%
Limitations: see proof package.
Details Download
Cash Recovery Engine

Cash Recovery Engine

An AI receivables engine that points scarce collector-hours at the invoices a human touch actually converts — recovering 2.9× the cash of FIFO at equa

PROOF_INCOMPLETE Evidence B Trust 80/100 Ind. audit: none
Tokens ~766k Time ~4h 15m Cost ~$3.45 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary13 / 13 checks
Proof StatusPROOF_INCOMPLETE
Evidence GradeB
Trust Score80 / 100
ReproductionReproduction: see proof
Disclosed Seams6
Tokens Used~766k
Elapsed Time~4h 15m
Cost (USD)~$3.45
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: 6 disclosed seam(s) — see proof package.
Launch Details Download
F

Construction Plans Material Takeoff

Supplier-ready material schedules and RFQ packages from three approved civil plan sets — GSW Cypress water, Whittier public water, and Tract 82457 sew

DELIVERED Evidence — Ind. audit: none
Tokens ~95k Time ~40m 0s Cost ~$0.420 Estimated
Functional StatusDelivered
Verification Status—
Verification Summary—
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~95k
Elapsed Time~40m 0s
Cost (USD)~$0.420
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Launch Details Download
F

Content Calendar — Track-Only · Small Team

A shared content planning system for small teams:

DELIVERED Evidence — Ind. audit: none
Tokens ~59.9k Time ~19m 57s Cost ~$0.269 Estimated
Functional StatusDelivered
Verification Status—
Verification Summary—
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~59.9k
Elapsed Time~19m 57s
Cost (USD)~$0.269
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Details Download
F

DAL Strict Analyst Verdict — I-4 Corridor Industrial Absorption

Routed the original request through the HIF → DAL pipeline:

DELIVERED Evidence — Ind. audit: none
Tokens ~57.4k Time ~19m 9s Cost ~$0.258 Estimated
Functional StatusDelivered
Verification Status—
Verification Summary—
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~57.4k
Elapsed Time~19m 9s
Cost (USD)~$0.258
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Details Download
F

ForgAI — 6-Month Beta → $50M Exit Plan

Live tracked 26-week plan: beta launch to $50M exit. Edit your MRR, customers, and Week 1 checklist vs canonical targets.

CERTIFIED Evidence C Trust 83/100 Capability B Ambition 88.18/100 CEILING_MET QUALITATIVE 30 min edit trial
Tokens ~110.6k Time ~36m 53s Cost ~$0.498 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary100%
Proof StatusCERTIFIED
Evidence GradeC
Trust Score83 / 100
ReproductionReproducible
Disclosed Seams5
Interactive AppYes
User EditableYes
Edit Trial30 min edit trial
Editable Fields9
Tokens Used~110.6k
Elapsed Time~36m 53s
Cost (USD)~$0.498
Metrics BasisEstimated
Capability GradeB
Ambition Score88.18 / 100
SOTA ReviewedYes
Capability Seams3
Contract StateCEILING_MET
Benchmark ModalityQUALITATIVE
External EvidenceEarned · QUALITATIVE
Approved Deferrals1
Limitations: 5 disclosed seam(s) — see proof package.
Launch Details
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ForgAI — Outcomes, Verified

Describe the outcome. We deliver it. Verified. Outcome-as-a-Service with full proof chain.

CERTIFIED Evidence C Trust 83/100 Capability C Ambition 82.5/100 CEILING_MET QUALITATIVE 0 min edit trial
Functional StatusFunctional
Verification Status100%
Verification Summary100%
Proof StatusCERTIFIED
Evidence GradeC
Trust Score83 / 100
ReproductionReproducible
Disclosed Seams4
Interactive AppYes
User EditableYes
Edit Trial0 min edit trial
Capability GradeC
Ambition Score82.5 / 100
SOTA ReviewedYes
Capability Seams5
Contract StateCEILING_MET
Benchmark ModalityQUALITATIVE
External EvidenceEarned · QUALITATIVE
Approved Deferrals5
Limitations: 4 disclosed seam(s) — see proof package.
Details
F

ForgAI Model — Partner Room

Password-protected white-glove pack for license buyers and strategic acquirers. Call 863-602-1732 for access.

CERTIFIED Evidence C Trust 83/100 Capability B BENCHMARK_PENDING
Tokens ~57.6k Time ~19m 12s Cost ~$0.259 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary100%
Proof StatusCERTIFIED
Evidence GradeC
Trust Score83 / 100
ReproductionReproducible
Disclosed Seams5
Interactive AppYes
User EditableNo
Edit Trial0 min edit trial
Tokens Used~57.6k
Elapsed Time~19m 12s
Cost (USD)~$0.259
Metrics BasisEstimated
Capability GradeB
Contract StateBENCHMARK_PENDING
Limitations: 5 disclosed seam(s) — see proof package.
Launch Details
F

Forge Proof Layer

A non-bypassable architectural gate with final authority over every claim: seven certification states, Evidence Grades (A+..F), and an objective 0–100

CERTIFIED Evidence C Trust 83/100 Ind. audit: none
Tokens ~102.3k Time ~34m 7s Cost ~$0.460 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary23 / 23 checks
Proof StatusCERTIFIED
Evidence GradeC
Trust Score83 / 100
ReproductionReproducible
Disclosed Seams2
Tokens Used~102.3k
Elapsed Time~34m 7s
Cost (USD)~$0.460
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: 2 disclosed seam(s) — see proof package.
Details
F

Forge vs. a Direct Model — Audited Head-to-Head

Same task, two builds, one neutral auditor. A confident direct-model deliverable passes its own tests (10/10) yet is only 66.7% correct on an independ

CERTIFIED Evidence B Trust 80/100 Capability A Ambition 100/100 Ind. audit: Certifiable
Tokens ~86.1k Time ~28m 42s Cost ~$0.388 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary12 / 12 checks
Proof StatusCERTIFIED
Evidence GradeB
Trust Score80 / 100
ReproductionReproducible
Disclosed Seams1
Tokens Used~86.1k
Elapsed Time~28m 42s
Cost (USD)~$0.388
Metrics BasisEstimated
Capability GradeA
Ambition Score100 / 100
SOTA ReviewedYes
Capability Seams1
Independent AuditCertifiable
Independent Trust100 / 100
Independent Accuracy100%
Limitations: 1 disclosed seam(s) — see proof package.
Details
F

Forge-CRS — Autonomous Cyber Reasoning System

A working AIxCC-style cyber reasoning system that autonomously discovers, exploits, patches, and re-verifies real-world software vulnerability classes

DELIVERED Evidence — Ind. audit: none
Tokens ~130.9k Time ~43m 38s Cost ~$0.589 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary37 / 37 checks
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~130.9k
Elapsed Time~43m 38s
Cost (USD)~$0.589
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Details Download
ForgePM — Orlando Enterprise

ForgePM — Orlando Enterprise

Enterprise multi-tenant property management for a growing Orlando, FL operator — rent, maintenance, dynamic Airbnb pricing, and a "where to maximize"

PUBLISHED Evidence — Ind. audit: none
Tokens ~81.5k Time ~27m 11s Cost ~$0.367 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary70 / 70 checks
Proof StatusPUBLISHED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~81.5k
Elapsed Time~27m 11s
Cost (USD)~$0.367
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Details Download
F

Home Health Dashboard

Visualize house health, maintenance actions with frequency and cost, and lumpy spend forecast vs the flat 3% rule.

CERTIFIED Evidence C Trust 83/100 Capability C Ambition 81.67/100 CEILING_MET HYBRID 30 min edit trial
Tokens ~124.3k Time ~41m 26s Cost ~$0.559 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary100%
Proof StatusCERTIFIED
Evidence GradeC
Trust Score83 / 100
ReproductionReproducible
Disclosed Seams4
Interactive AppYes
User EditableYes
Edit Trial30 min edit trial
Editable Fields13
Tokens Used~124.3k
Elapsed Time~41m 26s
Cost (USD)~$0.559
Metrics BasisEstimated
Capability GradeC
Ambition Score81.67 / 100
SOTA ReviewedYes
Capability Seams8
Contract StateCEILING_MET
Benchmark ModalityHYBRID
External EvidenceEarned · HYBRID
Approved Deferrals5
Limitations: 4 disclosed seam(s) — see proof package.
Launch Details
F

LEO Survivability Estimator

Estimate whether a small satellite could hold a stable, usable low-Earth orbit if its propulsion system fails halfway through the mission — starting f

DELIVERED Evidence — Ind. audit: none
Tokens ~65.8k Time ~21m 56s Cost ~$0.296 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary100%
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~65.8k
Elapsed Time~21m 56s
Cost (USD)~$0.296
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Launch Details Download
F

Lilly Made — Delivery Package

Premium ecommerce website for personalized marathon artwork.

DELIVERED Evidence — Ind. audit: none
Tokens ~55.5k Time ~18m 30s Cost ~$0.250 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary100%
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~55.5k
Elapsed Time~18m 30s
Cost (USD)~$0.250
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Details Download
F

OpenLate — Restaurants by Operating Hours

On your computer:

DELIVERED Evidence — Ind. audit: Certifiable
Tokens ~47.9k Time ~15m 58s Cost ~$0.216 Estimated
Functional StatusDelivered
Verification Status—
Verification Summary—
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~47.9k
Elapsed Time~15m 58s
Cost (USD)~$0.216
Metrics BasisEstimated
Independent AuditCertifiable
Independent Trust100 / 100
Independent Accuracy100%
Limitations: see proof package.
Details Download
F

Rat Racer

25× spend finish line — see your rat's direction, pace, and finish year with fully editable inputs.

CERTIFIED Evidence C Trust 71/100 Capability C Ambition 85/100 BENCHMARK_PENDING HYBRID 30 min edit trial
Tokens ~90k Time ~30m 1s Cost ~$0.405 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary100%
Proof StatusCERTIFIED
Evidence GradeC
Trust Score71 / 100
ReproductionReproducible
Disclosed Seams3
Interactive AppYes
User EditableYes
Edit Trial30 min edit trial
Editable Fields28
Tokens Used~90k
Elapsed Time~30m 1s
Cost (USD)~$0.405
Metrics BasisEstimated
Capability GradeC
Ambition Score85 / 100
SOTA ReviewedYes
Capability Seams6
Contract StateBENCHMARK_PENDING
Benchmark ModalityHYBRID
External EvidencePending external evidence
Approved Deferrals5
Limitations: 3 disclosed seam(s) — see proof package.
Launch Details
F

Safeguard Work-Order Agent Ecosystem

Four AI agents (classify → route → validate → action) process work orders end-to-end, reducing human-in-the-loop to exception handling only. Go/gRPC +

CERTIFIED Evidence B Trust 80/100 Ind. audit: Certifiable
Tokens ~269.9k Time ~1h 29m Cost ~$1.21 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary23 / 23 checks
Proof StatusCERTIFIED
Evidence GradeB
Trust Score80 / 100
ReproductionReproducible
Disclosed Seams5
Tokens Used~269.9k
Elapsed Time~1h 29m
Cost (USD)~$1.21
Metrics BasisEstimated
Independent AuditCertifiable
Independent Trust100 / 100
Independent Accuracy100%
Limitations: 5 disclosed seam(s) — see proof package.
Launch Details Download
SAR Multi-Crop Acreage Estimator

SAR Multi-Crop Acreage Estimator

Round 1 of a SAR-based agricultural-intelligence challenge: estimate the cultivated hectares of Rice, Cotton, Maize, Bajra and Groundnut per village f

PROOF_INCOMPLETE Evidence B Trust 80/100 Ind. audit: none
Tokens ~170.6k Time ~56m 53s Cost ~$0.768 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary12 / 12 checks
Proof StatusPROOF_INCOMPLETE
Evidence GradeB
Trust Score80 / 100
ReproductionReproduction: see proof
Disclosed Seams5
Tokens Used~170.6k
Elapsed Time~56m 53s
Cost (USD)~$0.768
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: 5 disclosed seam(s) — see proof package.
Launch Details Download
Starship Build Engineering System

Starship Build Engineering System

A lean build-engineering decision system for Starship Ship vehicle assembly — takt-driven line balancing, critical-path lead time, weld process capabi

CERTIFIED Evidence B Trust 80/100 Ind. audit: none
Tokens ~179k Time ~59m 40s Cost ~$0.805 Estimated
Functional StatusFunctional
Verification Status100%
Verification Summary18 / 18 checks
Proof StatusCERTIFIED
Evidence GradeB
Trust Score80 / 100
ReproductionReproducible
Disclosed Seams4
Tokens Used~179k
Elapsed Time~59m 40s
Cost (USD)~$0.805
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: 4 disclosed seam(s) — see proof package.
Launch Details Download
F

Tax Planning Dashboard

A year-round tax planning dashboard for advisory clients:

DELIVERED Evidence — Ind. audit: none
Tokens ~69.3k Time ~23m 7s Cost ~$0.312 Estimated
Functional StatusDelivered
Verification Status—
Verification Summary—
Proof StatusDELIVERED
Evidence Grade—
Trust Score—
ReproductionSee proof
Disclosed Seams0
Tokens Used~69.3k
Elapsed Time~23m 7s
Cost (USD)~$0.312
Metrics BasisEstimated
Independent AuditNot yet audited
Limitations: see proof package.
Details Download
F

US SLED Contact Directory — Education layer

Public-record contact directory of 19,453 US public school districts / education agencies across all 50 states + DC, grouped by state, from the NCES C

CERTIFIED Evidence C Trust 83/100 Capability C Ambition 83.75/100 Ind. audit: none
Functional StatusFunctional
Verification Status100%
Verification Summary17 / 17 checks
Proof StatusCERTIFIED
Evidence GradeC
Trust Score83 / 100
ReproductionReproducible
Disclosed Seams6
Capability GradeC
Ambition Score83.75 / 100
SOTA ReviewedYes
Capability Seams5
Independent AuditNot yet audited
Limitations: 6 disclosed seam(s) — see proof package.
Launch Details Download