# SCBE Buyer Capability Buckets Status: working buyer-facing packaging sheet Entity: Issac Davis dba SCBE AetherMoore CAGE: 1EXD5 UEI: J4NXHM6N5F59 ## Purpose SCBE-AETHERMOORE already has public technical surface area: GitHub code, Hugging Face datasets/models, npm/PyPI packages, a live website, governance offers, benchmark artifacts, and federal vendor credentials. The next business problem is not more architecture. It is making the work easy for a buyer, prime contractor, or technical evaluator to understand quickly. This sheet turns the system into purchasable capability buckets. ## Plain Buyer Translation | SCBE Term | Buyer Translation | | --- | --- | | Harmonic governance | Adaptive risk scoring for AI workflows | | Sacred Tongues / domain routing | Domain-specialized orchestration and evidence lanes | | GeoSeal | Trust-boundary receipt and verification layer | | Aether-Lattice / pocket workcells | Bounded agent execution and failure containment | | Spinal ledger | Append-only operational trace | | Tree of Escalation | Policy-driven escalation and response map | | Wildlife / swarm routing | Multi-agent triage and task distribution | | Star Fortress fallback | Defense-in-depth receipt model for high-assurance workflows | | Agent bus | Secure orchestration bus for agents, tools, and review gates | ## Productized Buckets ### 1. SCBE Governance Snapshot Buyer problem: - "We have an AI workflow and do not know where it can drift, leak, or fail." What SCBE delivers: - A fixed-scope review of one AI workflow. - Risk map across prompt injection, drift, routing, state, logging, and review. - Short written report with concrete findings and next actions. - Optional Aether-Lattice simulation if the workflow has multi-agent routing. Current offer: - `governance_snapshot` - Price: `$500 fixed scope` - Checkout: live in `docs/offers.json` Best buyer: - Small AI teams, consultants, SaaS builders, research teams, agencies using early AI tools. ### 2. Agent Drift Evaluation Buyer problem: - "Our agent gives different answers over time, loses task state, or cannot recover cleanly from tool failures." What SCBE delivers: - Stateful agent-path evaluation. - Before/after benchmark pack. - Failure mode decomposition: terminal recovery, routing boundary, decision envelope, audit synchronization, context flooding, parser brittleness. - Recommendation sheet for memory, retry, and verification joints. Current evidence: - Functional agent benchmark artifacts. - Public-adapter readiness harness. - Atomic run-directory, focus-path grip, evidence parser, and decision parser joints. Best buyer: - Agent framework builders, AI coding tools, internal automation teams. ### 3. Multi-Agent Safety / Containment Harness Buyer problem: - "We want several agents working in parallel, but they collide, poison shared state, or become impossible to audit." What SCBE delivers: - Flat-queue vs bounded-workcell simulation. - Failure propagation metrics. - Trace-cost metrics. - Recommended receipt schema for private-to-public agent boundaries. Current evidence: - `docs/business/STAR_FORTRESS_AETHER_LATTICE_CAPABILITY_NOTE.md` - Latest local simulation showed reduced public corruption and trace cost under bounded workcells. Best buyer: - Robotics/autonomy teams, defense primes, multi-agent AI startups, internal platform teams. ### 4. Prompt Injection / Governance Gate Review Buyer problem: - "We are exposing tools or documents to AI and need to know what can be manipulated." What SCBE delivers: - Boundary review for tools, MCP connectors, docs, API routes, and dataset ingest. - Code governance gate run. - Finding list with severity, proof, and fix recommendation. - Optional regression tests for the fixed issues. Current evidence: - `scripts/security/code_governance_gate.py` - Governance gates and prompt-injection-aware code review surfaces. Best buyer: - Companies exposing tools to LLMs, agentic systems, or customer-facing chat. ### 5. Hosted Governance Heartbeat Buyer problem: - "We want recurring lightweight monitoring, not a giant consulting project." What SCBE delivers: - Monthly scan of one workflow. - Delta report against last month. - Risk/change summary. - Recommended action list. - Optional training capture. Current offer: - `governance_heartbeat` - Price: `$99/month` - Gap: still needs non-mailto payment link activation. Best buyer: - Small AI teams and builders who can afford a monthly check but not enterprise governance. ## Public Technical Receipts Use these as proof points, not as the sales pitch itself: - GitHub repository: `SCBE-AETHERMOORE` - npm package: `scbe-aethermoore` - PyPI package / Python tooling - Hugging Face models and datasets - Live site: `aethermoore.com` - Benchmark artifacts under `artifacts/` - Offer registry: `docs/offers.json` - Governance snapshot page: `docs/governance-snapshot.html` ## Prime Contractor Framing SCBE is easiest to place as a modular software / evaluation subcontract lane: | Work Package | Scope | | --- | --- | | WP-A: AI Workflow Governance | Risk scoring, routing controls, policy gates | | WP-B: Agentic Evaluation Harness | Benchmarks, recovery tests, regression packs | | WP-C: Provenance and Receipts | GeoSeal-style trace records, manifests, audit artifacts | | WP-D: Multi-Agent Containment | Failure propagation simulation, workcell routing, retry design | | WP-E: Training Data Support | Dataset cleanup, SFT conversion, schema checks, source capture | Use plain claims: - "We reduce agentic workflow failure modes through verified execution continuity." - "We provide governance and traceability around AI agents, not a replacement foundation model." - "We can run a fixed-scope evaluation and return a short evidence-backed report." Avoid overclaims: - Do not say SCBE proves general AI safety. - Do not say hyperbolic geometry alone makes systems secure. - Do not call simulations hardware guarantees. - Do not lead with cosmology, mythos, or internal terminology when speaking to procurement buyers. ## Immediate Packaging Gaps 1. Create the Heartbeat Stripe subscription payment link and replace the `mailto:` checkout URL in `docs/offers.json`. 2. Build a one-page PDF capability statement from this sheet. 3. Update the Solutions page to present the five buckets above. 4. Make one diagram: `AI workflow -> SCBE gate -> receipt -> report`. 5. Create one demo video: run a failing agent workflow, apply SCBE joints, show before/after result. ## Default Sales Path 1. Send buyer to `/governance-snapshot`. 2. Offer the `$500` fixed-scope Snapshot. 3. Deliver one useful report quickly. 4. Convert successful Snapshot into `$99/month` Heartbeat or a custom integration quote. 5. Use public code and benchmark artifacts only when the buyer asks for proof.