The immune system for trusted AI
Every workspace includes a dedicated Trust Agent. Bring your own LLM runtime—Recon sits above your stack as the trust layer, with an inspection companion for install, replay, GhostLog receipts, and next steps—grounded in evidence, not generic chat.
Prefer a visual walkthrough first? Open Trust Dashboard demo.
Works with the stacks above and custom orchestrators—one trust layer across all of them. Learn about BYO Runtime →
Your AI now has a measurable reputation. Higher trust unlocks stronger guarantees, better marketplace placement, and lower execution friction.
Trust boundaries you can operate—not just monitor—with a workspace Trust Agent
The product loop is detection → interpretation → action. Reflex and GhostLog hold the facts; recovery services propose moves; Co-Pilot and your Trust Agent explain and steer—Aliethia frames first contact, the agent stays tied to receipts.
Built structured-first so AI spend scales linearly
Narration is optional and capped per org (UTC day); deterministic paths stay hot. Engineering gates live in apps/dashboard/docs/cost-readiness-sprint-checklist.md (sprint companion + Definition of Done for the cost layer).
Your Trust Agent scales with the tier—not another chat tier
Every plan includes a scoped Recon Trust Agent for inspection and narration. Start on structured intelligence (Starter inspect-only posture), add Pro when drift watch and enforcement matter, move to Trust+ when audit-ready narratives and TrustGraph depth matter—Co-Pilot caps step up with you.
Each plan includes monthly pools for agent runs, trust evaluations, and GhostLog steps, plus daily Co-Pilot narration caps (UTC). Heavier systems draw down pools first; incremental usage can be metered beyond that. Nothing is hidden — you are aligned to what your agents actually execute.
Rough monthly exposure vs. plan cost
Model incident cost and engineering time spent on trust fires. This is a directional estimate, not financial advice.
Starter
Reflex scoring, GhostLog, and recovery-aware signals with deterministic explanations first. Co-Pilot uses LLM only when you ask.
- Guides first replay and setup in your workspace—BYO models; Recon stays the trust layer above your stack
- Explains trust scores and GhostLog receipts in plain language
- Surfaces suggested next steps (inspect-only posture—no autonomous actions)
- Limited mission window and Starter caps apply
Core limits apply · Stripe checkout when enabled
Next unlock: Upgrade to Pro for enforcement, deeper execution visibility, and higher narration budget.
- ✓Up to 3 missions · 10 task executions · 10 trust validations (Starter caps)
- ✓Aliethia first contact + preview + T₀ handoff (onboarding cognition)
- ✓Mission Control (org-scoped, starter limits) + Reflex + GhostLog
- ✓Reflex scoring + trust signals (starter caps apply)
- ✓Co-Pilot: 20 LLM narrations / org / day (UTC); structured insights unlimited
Pro
Production trust ops: enforcement paths, replay/drift workflows, and LLM narration for summaries and next-step copy—still grounded in your traces.
- Everything in Starter
- Monitors projects and flags drift for operator review
- Persistent mission memory and team workspace context
- Suggested remediations you approve (still grounded in traces)
Billed monthly or annually · Metered overage on select units
Next unlock: Trust+ adds TrustGraph compute pools, higher narration caps, and guided action wiring.
- ✓Everything in Starter
- ✓Trust Lock enforcement
- ✓Replay + drift detection
- ✓Trust recovery workflows + API access
- ✓Co-Pilot: 200 LLM narrations / org / day (UTC); structured insights unlimited
Trust+
For teams proving reliability externally: guarantees, forecasting, TrustGraph-scale compute, and command-layer suggestions mapped to real APIs.
- Everything in Pro
- Recommends repairs and drafts audit-ready narratives from receipts
- Org trust heatmaps and policy-drift analysis posture
- Multi-surface orchestration context (TrustGraph-scale)
Highest leverage tier for partner-facing proof
Next unlock: Enterprise adds compliance mapping, attestation programs, and multi-org trust contracts.
- ✓Everything in Pro
- ✓Trust guarantees + forecasting
- ✓TrustGraph compute (metered included pool)
- ✓Marketplace-ready trust posture
- ✓Co-Pilot: 1000 LLM narrations / org / day (UTC); structured insights unlimited
Enterprise
Regulated and platform rollouts: dedicated trust architecture, audit-friendly exports, custom workflows, and SLAs.
- Everything in Trust+
- Dedicated org-scoped agent with role policies and compliance posture
- Multi-agent oversight and executive narrative summaries
- Signed trust receipts and custom governance programs
Scoped pilots typical in 1–2 weeks
- ✓Everything in Trust+
- ✓Co-Pilot: unlimited LLM narration (enterprise posture)
- ✓Compliance mapping + attestation
- ✓Advanced routing and policy programs
- ✓Dedicated onboarding + support
Compare trust capabilities & Trust Agent posture
Move from visibility → enforcement → guarantees → monetized trust. Each tier raises what your workspace Trust Agent is allowed to watch, narrate, and recommend—always tethered to replay and GhostLog receipts.
| Feature | Starter | Pro | Trust+ | Enterprise |
|---|---|---|---|---|
| Recon Trust Score (RTS) | ✓ | ✓ | ✓ | ✓ |
| Co-Pilot structured insights (default) | ✓ | ✓ | ✓ | ✓ |
| Recon Trust Agent (workspace-scoped inspection companion) | ✓ | ✓ | ✓ | ✓ |
| Agent: inspect-only — replay, scores, GhostLog receipts, setup suggestions | ✓ | ✓ | ✓ | ✓ |
| Agent: monitor missions & flag drift | — | ✓ | ✓ | ✓ |
| Agent: repair recommendations & audit-ready report drafts | — | — | ✓ | ✓ |
| Agent: dedicated scope, role policies, compliance posture, multi-agent oversight | — | — | — | ✓ |
| TrustGraph compute (included pool) | — | — | ✓ | ✓ |
| Trust Lock enforcement | — | ✓ | ✓ | ✓ |
| Replay + drift detection | — | ✓ | ✓ | ✓ |
| Trust recovery | — | ✓ | ✓ | ✓ |
| Predictive trust (forecasting) | — | — | ✓ | ✓ |
| Trust guarantees | — | — | ✓ | ✓ |
| Compliance mapping | — | — | — | ✓ |
| Public attestation | — | — | ✓ | ✓ |
| Marketplace eligibility | — | — | ✓ | ✓ |
| Dynamic pricing + routing | — | — | — | ✓ |
| Dedicated support | — | — | — | ✓ |
What you actually get
Artifacts come from execution data: scores, recovery outcomes, and GhostLog lineage—not hand-wavy “AI analysis.”
Add-ons that stay margin-safe
Optional lifts for narration spikes, guarded automation, deeper GhostLog analytics, and org-specific Co-Pilot phrasing—priced as packages once billing hooks land.
Raise daily Co-Pilot LLM caps for spike weeks or executive reviews without changing core architecture.
Toggle guarded execution for approved recovery paths: rate limits, cooldowns, and GhostLog attribution required.
Deeper GhostLog aggregates, drift baselines, and scheduled risk digests—mostly structured compute, optional narration pass.
Org-specific narration templates and terminology so Co-Pilot matches your policies and customer language.
- ✕Silent AI failures
- ✕Undetected hallucinations and drift
- ✕No audit trail for high-stakes actions
- ✕No proof for customers, partners, or regulators
- ✓Every action is tracked, scored, and validated
- ✓Trust is enforced across execution paths
- ✓Failures trigger recovery workflows automatically
- ✓Exportable guarantees make reliability provable
Operate trust like infrastructure
Buyers want evidence: what broke, what recovered, and what policy blocked. Recon standardizes that narrative so GTM, security, and eng share one system of record.
Questions teams ask before adopting
How do you keep AI / LLM costs predictable?
Recon defaults to structured intelligence (Reflex, GhostLog, recovery summaries). Co-Pilot uses an LLM as a narration layer on top of that data, with per-org daily caps and ledger-backed metering—so you are not billed token-first.
What is the Recon Trust Agent—and is it another chatbot?
Every plan includes a workspace-scoped Trust Agent: an inspection companion wired to replay, GhostLog, missions, and scores—not a generic assistant. It explains evidence and suggests next steps; higher tiers add drift watch, remediation recommendations, and audit-facing narratives, still grounded in traces.
How is this different from AI observability tools?
Observability tells you what happened. Recon enforces behavior, scores trust, runs recovery workflows, and produces artifacts you can show to customers and auditors—not just charts. The Trust Agent is the operator-facing layer on top of those receipts.
Do I need this if my AI already works?
Most systems appear to work until they fail silently. Recon makes trust measurable and prevents hidden failures from compounding.
How fast can we get value?
You will see Recon Trust Score (RTS) and key signals within minutes. Enforcement and recovery layers activate as you integrate.
When should we upgrade to Trust+?
When trust becomes customer-facing. If you need to prove reliability or differentiate in the market, Trust+ is the inflection point.
Is this only for enterprise teams?
No. Starter and Pro are designed for developers and growing teams. Enterprise adds compliance, attestation, and marketplace leverage at scale.
Does trust actually impact performance or cost?
Yes. Higher trust unlocks better routing, lower friction, improved pricing, and stronger marketplace positioning.
Ship AI with a reflex loop you can defend
Start on structured intelligence, add narration where it helps, and scale action only with guardrails. Same stack from Starter to Enterprise.