For a large enterprise law firm fielding 25 to 30 security assessments each year, the problem was not a lack of answers. It was that every answer had to be rebuilt from scratch. Client portals wiped prior responses annually, spreadsheets multiplied, and senior technical and legal staff were spending 80 or more hours per questionnaire on work that should have taken a fraction of that time. The firm needed a way to preserve institutional knowledge, generate credible first drafts, and stop the cycle of rework. A live proof of concept tied to a real upcoming assessment made the decision concrete.
[ The Problem ]
Every Assessment Started at Zero. Every Year.
The firm's security questionnaire process was built on spreadsheets and client-managed portals that erased prior answers at the start of each annual cycle. With some assessments running to 1,400 questions, senior technical and legal staff were absorbing hundreds of hours of repetitive rework that had no compounding value. The knowledge built in one cycle did not carry into the next.
The business consequence was direct: time that should have gone toward compliance and control work was consumed by questionnaire administration. The process was not just inefficient. It was actively crowding out higher-value security priorities with no structural path to improvement under the existing toolset.
[ What they needed ]
Before selecting a solution, the team had been attempting to manage the burden by:
- Maintaining questionnaire responses in spreadsheets rebuilt each cycle
- Working through client-managed portals that reset prior answers annually
- Routing questionnaire work to senior technical and legal staff with no reuse mechanism
- Absorbing 80-plus hours per assessment across 25 to 30 engagements per year
- Tracking supporting artifacts and evidence files manually without a centralized knowledge base
[ Why Drata won ]
Drata won because the product eliminated the specific, measurable rework the team had been absorbing for years, and a live proof of concept made that outcome concrete before the contract was signed.
Answer reuse versus annual reset: The firm's existing portals wiped prior responses every year. AIQA preserved institutional knowledge across cycles, which was the single most direct answer to the workflow problem the team described in discovery.
POC tied to a real deadline: The evaluation was not a speculative exercise. The firm ran the proof of concept against an actual upcoming assessment, and the roughly 83% AI-answered output gave the buying team concrete evidence of time savings before committing.
Fit with existing operating model: The Chrome extension and portal import and export flows meant the team did not have to abandon client-managed portals. The product reduced rework within the workflow they already used rather than requiring a process overhaul.
Commercial path through a preferred reseller: Pricing through the managed service partner was more competitive than the alternative channel option, and the transaction structure was simple enough that the final step was a single signature on a single document.
[ How Drata solved it ]
Trust Center gave the firm a centralized, shareable destination for security documentation, reducing the volume of inbound requests that required manual handling. AIQA addressed the core workflow problem directly: the firm ingested prior questionnaires, built a reusable knowledge base, and generated AI-drafted answers with cited sources rather than rebuilding responses from scratch each cycle.
A proof of concept run against a real upcoming assessment produced approximately 83% AI-answered output, which shifted the internal conversation from evaluation to implementation. The Chrome extension and questionnaire import and export flows preserved the team's existing portal-based operating model while eliminating the annual rework that portals had previously forced. Microsoft Entra ID SSO and Teams notifications supported fit with the firm's existing technical environment.
[ Before and after Drata ]
Before Drata, every security assessment cycle began from scratch, with portal-based workflows erasing prior answers and spreadsheets absorbing hundreds of hours of senior staff time per year. After, a persistent knowledge base handles the majority of first-draft output automatically, and the team's effort is concentrated on review and exception handling rather than rebuilding responses that already existed.
[ Business outcome ]
The firm entered production with a structured knowledge base that carries forward across assessment cycles, ending the annual reset that had defined the prior process. Senior technical and legal staff are no longer the primary mechanism for first-draft questionnaire responses, with AI handling the majority of initial output and human review focused on exceptions and artifact-sensitive items.
The immediate trigger for the purchase was a January assessment deadline. That deadline is now being met with a repeatable process rather than a one-time sprint. The foundation is also in place for broader compliance expansion, with ISO 27001 and deeper GRC work identified as the next phase once the questionnaire use case proves durable value.