THE CURRENT PORTFOLIO / OCTOBER 2026
Forty entries across six families. Search by challenge, buyer, platform or project, and inspect the scope and readiness behind each one.
SIX AREAS OF WORK
Opportunity, market and commercial decision support.
Infrastructure review, governed operations and reusable APIs.
Inspection, inventory, finance and field workflows.
Turn documents, audio and media into usable evidence.
Focused experiences for creative work and local productivity.
Prototypes, migration work and engineering references.
BROWSE THE PORTFOLIO
Availability is not the same as commercial readiness. Open the scope note on any card for the current limitations and next evaluation step.
40 projects
For GovCon consultants and capture advisors
Score federal readiness, triage live opportunities, support go/no-go reviews and export client-ready PDF/DOCX work.
The challenge. Intake, readiness, opportunity and proposal work is scattered across portals and documents.
Portfolio note. Working product and demo; tailor scope to the client workflow.
For Electrical contractors and suppliers
Find opportunities, extract electrical scope, score company fit and prepare bid-readiness artifacts.
The challenge. Grid, data-center and infrastructure bids are spread across portals, PDFs and planning signals.
Portfolio note. Pursuit intelligence demo.
For Grid and infrastructure teams
Monitor official sources, detect true changes and show source-backed queue deltas.
The challenge. Useful capacity signals are buried in inconsistent public interconnection files and portals.
Portfolio note. Grid-capacity intelligence demo.
For Real-estate investors
Compare Redfin and Census signals and review location tradeoffs via web or native Android.
The challenge. Markets need screening before deal research, including potential exit risks.
Portfolio note. Android client is on the android-client branch.
For Sales managers
Turn calls or transcripts into structured scorecards, buying signals, questions and draft follow-ups.
The challenge. Call coaching can rely too heavily on memory and anecdote.
Portfolio note. Sales coaching demo.
For Capex-heavy companies
Build a private, cited first-pass incentive strategy with eligibility signals, risks and next actions.
The challenge. Expansion decisions often precede a clear view of grants, tax credits and incentives.
Portfolio note. Decision support; not legal or tax advice.
For Platform engineering and CloudOps
Review plans, inspect evidence-backed findings and draft remediation or PR comments with human control.
The challenge. Terraform changes can introduce security, cost, reliability or destructive-state risk before merge.
Portfolio note. Infrastructure review demo; human approval precedes posted changes.
For CloudOps and security leaders
Support incidents, tickets and cloud cost questions with policy, redaction, quotas, routing and audit trails.
The challenge. Teams want AI help while identity, sensitive data, access, cost and approvals stay governed.
Portfolio note. CloudOps governance demo.
For Developers and internal teams
Upload privately, run asynchronous jobs, poll or receive webhooks and enforce usage limits.
The challenge. Private transcription APIs require upload, async jobs, quotas and webhook plumbing.
Portfolio note. Serverless API; optional billing or enrichment integrations.
For Food and CPG operators
See FEFO priorities, near-expiration risk, demand forecasts, reorder recommendations and ROI context.
The challenge. Aging inventory, demand errors and lead times can cause waste or stockouts.
Portfolio note. Decision layer above ERP/WMS.
For Vehicle inspection teams
Capture required angles, review advisory findings and preserve grading, report versions and history.
The challenge. Consistent photo evidence and accountable review are needed before findings become decisions.
Portfolio note. Working reference implementation; commercial and security validation incomplete. Offline capture, online review.
For Gate and yard operators
Capture plates, apply a conservative pre-upload gate and review observations, visits and alerts.
The challenge. Vehicle observations can become disconnected camera images rather than reviewable visits.
Portfolio note. Live portfolio MVP; field accuracy and commercial/data rights unvalidated. Independent project; no Cox affiliation.
For Insurance brokerages
Normalize statements, match expected records, investigate exceptions and retain human decisions.
The challenge. Carrier statements and payment or policy mismatches take manual reconciliation.
Portfolio note. Insurance reconciliation workflow.
For Billing and ERP teams
Convert invoice JSON to validated XML, track status and retain tenant-scoped audit evidence.
The challenge. E-invoicing readiness is needed without replacing an existing billing system.
Portfolio note. Germany-first; not a certified submission gateway or legal advice.
For Defense and precision-manufacturing buyers
Match RFQs to capabilities, apply hard blockers, control document access and route uncertainty to review.
The challenge. RFQs can reach suppliers with missing or expired eligibility evidence.
Portfolio note. MVP; no autonomous compliance verification.
For Roofing and solar sales teams
Review roof photos and readiness signals, estimate preliminary opportunity and create a next-step report.
The challenge. A better pre-appointment decision is needed before dispatching a rep.
Portfolio note. Preliminary decision support; no licensed inspection or structural determination.
For Event organizers
Review face-match candidates using consent-attested references and owner-scoped galleries.
The challenge. Consenting guests need a way to find their photos in private galleries.
Portfolio note. Private event-photo MVP; group-face limits and no guest-sharing links. Not public surveillance.
For Claims leaders and reviewers
Create timestamped segments, evidence findings, contradiction pairs, clips, memos and audit events.
The challenge. Recorded statements need exact evidence, not generic transcripts.
Portfolio note. SaaS demo and paid-pilot path; claims-system integrations unfinished.
For Church and ministry teams
Search Korean-English sermons and ask passage or topic questions with cited source cards.
The challenge. A sermon archive needs durable, cited search instead of one-off transcript uploads.
Portfolio note. Authenticated sermon archive.
For Hospital media teams
Search a governed workspace, review permissions and trace approved reuse decisions.
The challenge. Approved photos must be found and reused without losing consent or rights context.
Portfolio note. Governed media workflow; no certified HIPAA compliance claim.
For Finance operations
Extract fields asynchronously, show confidence, route exceptions, correct results and retain an audit trail.
The challenge. Copying invoice fields by hand is slow, while OCR alone still needs review.
Portfolio note. Cloud workflow proof.
For People and content teams
Upload audio, review transcripts and export via web or native Android.
The challenge. A clean transcript should be available without building a pipeline.
Portfolio note. Android client on android-client branch; no app-store release claim.
For Korean-language health archive readers
Browse categories and PDF-page citations with optional retrieval tied to source passages.
The challenge. A large health archive needs source passages and taxonomy for exploration.
Portfolio note. Educational archive; retrieval does not validate health claims. Not diagnosis or medical advice.
For Readers needing hands-free controls
Turn local PDF pages with head or palm gestures, search and bookmark offline.
The challenge. Reading a document may require repeated mouse or keyboard page turns.
Portfolio note. Released build; physical gesture and accessibility validation still needed.
For Mac users
See local findings and risk context, move items to Trash first and export a PDF report.
The challenge. Hidden storage needs an understandable, reversible audit before cleanup.
Portfolio note. Evaluation beta; not notarized.
For Songwriters and listeners
Publish lyrics and notes, play waveforms and moderate timestamped feedback.
The challenge. Songs and useful listener feedback need a focused publishing home.
Portfolio note. Independent single-songwriter product; no private drafts or multiuser collaboration.
For Musicians
Transpose authorized audio, compare playback, trim, loop and export WAV files.
The challenge. Rehearsing in a suitable key and isolating passages should not require a full workstation.
Portfolio note. Local files stay local; remote URLs use a proxy. YouTube watch links unsupported.
For Wedding and portrait photographers
Share private spreads, pin comments, manage revisions and capture final approval.
The challenge. Album proofing via email and text creates unclear revision requests.
Portfolio note. Album proofing workflow.
For Content and web teams
Resize and convert JPEG, PNG, WebP and HEIC locally, compare savings and download a ZIP.
The challenge. Large image batches need local resizing without a heavy desktop workflow.
Portfolio note. Local processing; images are not uploaded.
For Drummers
Use guided microphone taps and tentative pitch estimates to compare changes locally.
The challenge. Tuning acoustic drums without dedicated hardware needs clear pitch feedback.
Portfolio note. Field calibration needed before release-quality accuracy claims.
For Guitarists
Tune strings through the browser/PWA or an offline Android WebView shell.
The challenge. Alternate-tuning support should be accessible and privacy-conscious.
Portfolio note. Android shell on android-app branch; browser-based tuning engine.
For Guitarists
Enter chords, rank capo positions and copy transposed shapes, including slash chords.
The challenge. Capo transposition and playable chord shapes take mental arithmetic.
Portfolio note. Guitar utility demo.
For Guitar learners
Highlight locations and octave shapes; learn rules for deriving notes across strings.
The challenge. Fretboard charts often show notes without teaching interval relationships.
Portfolio note. Learning reference.
For Safety engineering teams
Process video into duration-based review signals and an authenticated dashboard.
The challenge. Camera observations need temporal context before a possible incident goes to review.
Portfolio note. Private engineering prototype; thresholds unvalidated. No deployed alerts or SMS.
For Display profiling specialists
Generate ICC profiles, activate explicitly and restore the prior profile when needed.
The challenge. Display profile changes should be visible and reversible.
Portfolio note. Prototype; hardware acceptance incomplete, not notarized. Uses credited ArgyllCMS tooling.
For Photographers and learners
Explore relative exposure and distance in web and native Android educational simulators.
The challenge. Flash intensity changes with distance are hard to visualize intuitively.
Portfolio note. Educational simulation, not a calibrated exposure meter; Android refinement ongoing.
For Platform engineers
Explore an EKS/GitOps target with Helm, ArgoCD, observability and cutover criteria.
The challenge. A proven product needs a safe Kubernetes/GitOps migration path.
Portfolio note. Validated migration target; query and ingest still migrating, frontend bridges V1.
For Infrastructure engineers
Analyze drift, generate and validate HCL, block unsafe patterns and preview a GitHub PR.
The challenge. AWS state can drift from Terraform and remediation should go through code review.
Portfolio note. Experiment and product scaffold.
For Incident response engineers
Demo alert intake, mocked reasoning, approvals, runbooks and audit records.
The challenge. Agent workflows need safe inspection before touching production systems.
Portfolio note. Local/demo scaffold; integrations intentionally mocked.
For Real-estate lead teams
Normalize CSV and GHL events, track conversions and identify stale leads.
The challenge. Paid lead sources need outcome and ROI evidence beyond CRM activity.
Portfolio note. AWS deployment validated, then torn down to avoid idle cost.
Try another phrase or choose all families.
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We can scope a practical evaluation around your inputs, decision owner and proof requirements.