Fractional CTO & platform leadership for teams building and scaling AI-enabled products—shipping faster while controlling risk, cost, and operational load.
Engagements
Four ways to buy down delivery risk and accelerate time-to-market — without rewriting your stack for ideology.
Proof
Representative work focused on speed-to-market, reliability, cost discipline, and security posture.
Client: Automotive OEM
Manual TARA (Threat Analysis and Risk Assessment) was the long pole on every new vehicle programme. Spreadsheets, inconsistent terminology, and tribal knowledge meant assessments were slow, hard to audit, and impossible to scale to a programme launching three new models a year.
An AI-assisted platform automating the TARA process from asset discovery to compliance reporting. The model proposes threats and ranks them by likelihood and impact; the engineer remains the decision-maker, but the boilerplate compression is significant. Security assessments span vehicle sensors, CAN networks, and proprietary threat intelligence. Every assessment is exportable as the 21434 work products auditors expect, with a clear provenance trail from raw asset to final risk score.
Assessment Time
75% faster
Compliance Coverage
100%
Manual Effort
60% reduction
Client: Automotive OEM
Manual TARA (Threat Analysis and Risk Assessment) was the long pole on every new vehicle programme. Spreadsheets, inconsistent terminology, and tribal knowledge meant assessments were slow, hard to audit, and impossible to scale to a programme launching three new models a year.
An AI-assisted platform automating the TARA process from asset discovery to compliance reporting. The model proposes threats and ranks them by likelihood and impact; the engineer remains the decision-maker, but the boilerplate compression is significant. Security assessments span vehicle sensors, CAN networks, and proprietary threat intelligence. Every assessment is exportable as the 21434 work products auditors expect, with a clear provenance trail from raw asset to final risk score.
Assessment Time
75% faster
Compliance Coverage
100%
Manual Effort
60% reduction
