An audit finds the gaps. We help you close them.
Remediation is the fix layer that comes after the audit. Verified iDharma experts close the compliance, risk and governance gaps your audit surfaced — to a defensible, documented, re-verified standard. Independent assurance, then a credible fix.
Independence, kept
Why we keep audit and fix separate.
- The audit stays independent — no conflict
- Remediation is a distinct engagement
- Every fix is re-verified with evidence
From gap list to closed, in three steps
We start where your audit ended — no re-discovery, no wasted spend.
Start from your audit
We work from the prioritised gap list in your iDharma audit (or one from elsewhere). No re-discovery, no wasted time.
Scope & match
We agree which gaps to close first and match you with verified experts who have done exactly this work before.
Fix & evidence
The work gets done to a defensible, documented standard — with the evidence trail that proves it.
The gaps remediation covers
Matched to verified experts who have closed exactly these gaps before.
Documentation & technical files
Build the model cards, data lineage and technical documentation a regulator or customer expects to see.
Governance & policy
Stand up the policies, roles, oversight and approval workflows your audit flagged as missing.
Risk controls
Implement the human-oversight, logging and monitoring controls required for high-risk AI.
Bias & fairness fixes
Address discriminatory outcomes — re-balancing, re-testing and documenting the result.
Security hardening
Close the security and adversarial-robustness gaps surfaced in the audit.
Re-verification
Evidence the gap is genuinely closed — so the fix holds up to the next audit or inquiry.
From $10,000 — or 15% on marketplace-brokered work
Remediation engagements start at a $10,000 minimum. For work brokered through the iDharma marketplace with a verified expert, iDharma takes a 15% marketplace fee. Scope and price are always agreed with you before any work begins.
Scope a remediationClose the gaps your audit found
Share where your audit findings stand and what you need to close. We will scope the work and match verified experts before anything is charged.
Remediation questions, answered
What is AI remediation?
Remediation is the work of actually closing the compliance, risk and governance gaps an AI audit identifies — from writing missing documentation to implementing controls, fixing bias and hardening security — to a defensible, evidenced standard.
Why is remediation separate from the audit?
Independence. An audit is only valuable if it is not marking its own homework. We keep audit and remediation as distinct engagements so the assurance stays credible. You are never obliged to use us for the fix.
What does it cost?
Remediation engagements start at a $10,000 minimum. For work brokered through the iDharma marketplace with one of our verified experts, iDharma takes a 15% marketplace fee. Final scope and price are agreed before any work begins.
Do we have to have used iDharma for the audit?
No. We can remediate against the findings of any credible AI audit. We will review the gap list with you first to confirm scope.
Who does the work?
Verified iDharma experts matched to the specific gaps — governance specialists, ML engineers, privacy and security practitioners — depending on what needs closing.
How do you prove a gap is closed?
Every remediation ends with re-verification and an evidence pack: the documentation, test results and control artefacts that demonstrate the gap is genuinely closed and will hold up to the next audit.
Don't let audit findings sit open
Turn your gap list into closed, evidenced controls — with verified experts who have done it before.
Scope a remediation