The evidence layer for enterprise AI
Provara seals every AI decision, agent action and human override into a tamper‑evident ledger, and turns it into signed evidence your auditors and regulators can verify without trusting anyone, including us.
Evidence mapped to EU AI Act · ISO/IEC 42001 · NIST AI RMF · SR 11‑7 · UK FCA/PRA · CBUAE · DIFC Reg 10 · MAS · RBI FREE‑AI · SOC 2
“Show me exactly what this AI decided about this customer six months ago, who approved it, which model produced it, and prove nobody altered the record afterwards.”
Keep your governance platform and your logging stack. Provara is the independent system of record they both point to.
| AI governance platforms | Logs & observability | Provara | |
|---|---|---|---|
| Answers the question | What is our policy, and who signed off? | What did the system emit? | What exactly happened, and can we prove it? |
| Integrity of the record | Attestations entered by people | Editable by admins and applications | Hash-chained, externally witnessed, write-once |
| Scope | Inventories, risk assessments, workflows | Technical telemetry | Decisions, agent actions, human overrides |
| Who has to trust whom | Auditor trusts your team | Auditor trusts your admins | Auditor verifies the signature. Nobody is trusted. |
Metadata and fingerprints only. Your prompts and customer data never leave your environment.
Four steps, fully automatic. Your engineers change two lines of code; your compliance team changes nothing.
A two-line SDK records every AI event: model calls, outputs, tool calls, approvals and human overrides. Metadata only; your prompts and customer data never leave your systems.
Each record is cryptographically chained to the one before it, like numbered pages in a sealed notebook. Edits don’t get hidden; they get exposed.
Every night the chain is re-verified and witnessed into write-once storage that nobody, including Provara, can alter for seven years.
One click exports a signed evidence packet, pre-mapped to the regulation it satisfies and verifiable against our published key.
from provara_sdk import Provara
async with provara.record("credit-eligibility", "model.invocation"):
result = await llm(...) # that's the integrationDecision + action ledger
Agents now approve refunds, issue credits, change prices and cancel contracts inside ERP, CRM and core banking systems. Provara records the full chain, from reasoning to business outcome.
Supervisors on every continent are converging on the same demand: inventory your AI, keep humans accountable, and be able to show what happened. Provara maps one sealed record to each regime.
The EU AI Act requires automatic logging, traceability and effective human oversight for high-risk systems. UK supervisors expect firms to evidence model risk and consumer outcomes. Provara produces the record either can inspect.
Banks, insurers and healthcare organisations already answer to model risk and fair-lending examiners. Provara gives validation and audit teams an untouched record of every production decision.
The Central Bank of the UAE expects licensed institutions to maintain AI inventories, continuous monitoring and human oversight, with boards accountable for outcomes. DIFC has specific rules for autonomous systems. Provara is the evidence behind the policy, deployable in-country.
Singapore’s MAS and India’s RBI have both set out expectations for AI accountability, oversight and auditability in financial services. Provara turns those expectations into sealed, exportable evidence.
Evidence packets map sealed records to management-system and assurance controls, so certification and attestation work starts from proof rather than screenshots.
Framework mappings show where sealed records support a control. Provara does not confer certification or regulatory approval, and is not endorsed by any regulator named here.
Data residency is a first-class choice, not an exception process.
Managed service with regional data residency. First system sealing the same day.
Single-tenant in the country your rules require, with your keys and your retention policy.
Deployed inside your VPC on AWS, Microsoft Azure, Google Cloud or Oracle Cloud.
Capture for agents on Oracle, SAP, Salesforce, ServiceNow, Microsoft and custom stacks, without moving your data.
“I am accountable for AI outcomes I cannot independently prove.”
The architecture answers the questionnaire before you send it.
Your IdP, your groups, your roles: OIDC or SAML 2.0. No Provara passwords exist anywhere.
Row-level security keyed to your verified identity. A cross-tenant read returns zero rows even if application code has a bug.
Your AI systems authenticate with 24-hour keys that can append events and do nothing else. A leaked key reads nothing.
Ledger writes are append-only at the database layer; nightly seals live in 7-year write-once storage under compliance lock.
Encryption at rest on dedicated keys with BYOK, TLS 1.3 only, and single-tenant deployment in your region or your VPC.
Evidence packets carry an RS256 signature anyone can check against our published public key. The seal is the proof.
SOC 2 Type II observation in progress · independent penetration test scheduled · evidence for both produced by Provara itself: we are our own first tenant.
Annual contracts for institutions where proof is not optional. Volume grows with your AI footprint; the meter is the ledger itself, unimpeachable by construction.
$75k per year
For your first regulated AI and agent workflows
$150k per year
For AI portfolios under active supervisory review
From $300k per year
For systemically important institutions and group-wide programmes
Invoiced in your currency. Contracts in USD, EUR, GBP, AED, SGD or INR, with local billing entities on request.
Provara Evaluate, optional add-on. If you don’t already score your AI’s answer quality, Evaluate generates groundedness scores and seals them alongside the record. Priced separately; kept architecturally distinct from the integrity ledger.
No. The SDK ships metadata: event type, timestamps, system identifiers, payload fingerprints and redaction statistics. What your AI said and what your customers said stays inside your systems. This is structural, not a policy: the payload your engineers send is the payload we seal.
Keep it. Governance platforms document policies, inventories and attestations. Provara is the sealed system of record those attestations point to, the layer that turns “we assert” into “we can prove.” They get stronger together.
Yes. Tool calls, API requests, approvals, overrides and the resulting transaction references are sealed into the same chain as model decisions, so you can reconstruct an agent’s full path from recommendation to business outcome.
Yes. The Sovereign and Regulated plans run single-tenant in the region you choose, on major public clouds or inside your own VPC, with your encryption keys and retention policy.
Not by itself, and we won’t claim otherwise. Provara records and watches the quality scores your application computes (via a judge model, deterministic checks, or human review), seals them tamper-evidently and alerts when they drift from baseline. Provara is the flight recorder and the smoke alarm, not the pilot. If you don’t yet score answer quality, the optional Evaluate add-on can generate those scores for you.
Ordinary logs can be edited by admins or applications, which gives them weak evidentiary value. Provara records are append-only, cryptographically chained, and externally witnessed nightly into write-once storage. Alterations don’t get hidden; they get exposed.
A signed evidence packet (PDF or machine-readable) summarising sealed records per regulatory control, with the witness date and a signature verifiable against our published public key. No raw internals, no spreadsheet archaeology.
One AI system is typically sealing events the same day: connect SSO, mint a write-only application key, add two lines of code. Evidence accrues from the first hour, and it can’t be backfilled later, which is why teams start before their audit, not during it.
Your AI keeps working. The SDK queues events locally and replays them losslessly when connectivity returns. For genuinely high-risk decision paths there’s a strict mode that refuses to proceed until the event is sealed; your lawyers may want exactly that.
Tell us about one AI system or agent in a regulated workflow. We’ll show you, on your use case, what sealed evidence looks like and what your first audit export would contain.