TITAN — the world's first Trust Runtime.
AI systems can generate anything. Almost none can prove anything. TITAN is a new runtime layer that turns model output into a sealed, portable, replayable object of trust — the Sigil.
The problem
Modern AI stacks are optimised for generation, not for proof. A model returns an answer. What it cannot return, natively, is who produced it, on which evidence, under which policy, at which version, with which authority, and how to reproduce it a year from now.
Every serious deployment ends up bolting on the same missing primitives: identity, evidence, governance, replayability, integrity. Each team rebuilds them, differently, in application code — and calls it AI safety, or observability, or compliance. It is none of those. It is a missing runtime.
- No native identity
- Outputs cannot prove who or what produced them.
- No native evidence
- Claims travel without their sources.
- No native governance
- Policies live in prompts, not in the runtime.
- No native replayability
- The same question, next quarter, yields a different answer with no audit path.
- No native integrity
- Nothing seals the output. Anything downstream can rewrite it silently.
The solution — Trust Runtime
A Trust Runtime sits between the model layer and the application layer. It does not generate content. It seals it.
Every output that passes through a Trust Runtime is bound to its identity, its evidence, its governance policy, its version and its replay contract. The result is a portable, verifiable, tamper-evident object that downstream systems — humans, agents, auditors, regulators — can trust without trusting the model.
TITAN is the first implementation of this category. Docker containerised software. Stripe made money programmable. Cloudflare made the edge programmable. TITAN makes trust programmable.
What is a Sigil?
A Sigil is the atomic unit of the Trust Runtime. It is a signed, sealed, self-describing object that carries an AI output together with everything required to trust it.
Each Sigil binds five things into one artefact:
- Identity
- Which runtime, which agent, which version produced this output.
- Evidence
- The exact sources, snippets and confidence used to produce it.
- Governance
- The policy, jurisdiction and boundary rules under which it was issued.
- Replay
- A deterministic contract to reproduce the same output from the same inputs.
- Integrity
- A cryptographic seal that makes any downstream modification detectable.
A Sigil is portable across systems and durable across time. It is the object your application, your regulator, your buyer and your future self can all read from the same source of truth.
Runtime architecture
TITAN is the runtime layer of a larger AI-first architecture pioneered by STRATAFORM. Knowledge flows down; trust flows up.
- 01Knowledge AssetsDomain sources, curated corpora, structured datasets, professional records.
- 02Knowledge EngineThe reasoning and retrieval layer that turns assets into structured claims.
- 03Trust Runtime (TITAN)The sealing layer. Identity, evidence, governance, replay, integrity — enforced at runtime, not in prompts.
- 04SigilThe portable, signed output object. What leaves the runtime.
- 05ApplicationsWorkspaces, dossiers, agents, partner systems. They consume Sigils, they do not fabricate them.
Why it matters
Every industry with a decision cost — real estate, finance, health, legal, public sector, energy — is about to move from AI-generated answers to AI-issued artefacts. The question is not whether an AI can answer. The question is whether the answer is admissible.
A Trust Runtime is the difference between an AI assistant and AI infrastructure. Between a chat log and a record. Between a demo and a system a CTO, an auditor or an investor is willing to stand behind.
Technical principles
- Runtime, not frameworkTITAN executes. It does not ask applications to be well-behaved.
- Deterministic by contractGiven the same inputs, evidence and policy, a Sigil is reproducible.
- Evidence-boundNo claim is emitted without its sources. Unsupported statements are refused, not softened.
- Policy-in-runtimeGovernance rules are enforced by the runtime, not by prompt engineering.
- Portable by designA Sigil is a first-class object: signed, versioned, transportable across systems and years.
- Tamper-evidentAny downstream modification breaks the seal. Trust is verifiable, not assumed.
- Human-reviewableEvery Sigil renders to a human-legible surface. Trust is auditable by non-engineers.
Whitepaper
Read the technical whitepaper: Trust Runtime — a new category of AI infrastructure. Architecture, threat model, execution semantics, comparison against observability and evaluation stacks.
SIGIL Specification
The SIGIL Specification defines the object format, the signing scheme, the evidence envelope and the replay contract. It is being prepared for public review as an open specification.
Early Access
TITAN is being rolled out to a small group of CTOs, AI engineering leads and platform architects. Early Access includes reference runtime, SIGIL SDK draft and direct access to the core team.
For technical and partnership enquiries: ops@chainplug.aiTITAN è il primo Trust Runtime: una nuova categoria di infrastruttura che dà ai sistemi AI identità, evidenze, governance, replayability e integrità nativi — sigillati in un oggetto portabile chiamato Sigil.