Mash AI
Engineering & SDLC Agent+Comp.

Document Analyst Agent

Audit-ready docs in minutes.

Not a chatbot, an engineering & SDLC specialist. Reviews compliance documents and technical specs against frameworks like ISO, SOC 2, and GDPR, and your own internal standards. The code is yours.

Document Analyst Agent+Comp.
In
  • Reference masters
  • Documents & forms
  • Historical data
agent
Out
  • Drafted communications
  • Audit-ready evidence
  • Exception flags
Compliance & technical-writing teams100% audit
+Comp.
Headline result
0%
Time to resolve an issue
0 wks
Typical time to live
The problem

Why this work breaks at scale.

It burns senior time on low-judgment steps and leaves no clean trail of why each call was made.

With Document Analyst Agent: lower compliance risk.
Capabilities

What the Document Analyst Agent does for your team.

01

Deterministic where it matters

Regulated or high-stakes steps follow fixed, testable workflows, generative help is reserved for drafting and ideation.

02

Reads what you already have

Ingests documents, records, and messages in the formats your engineering & SDLC stack produces, no clean-room data prep required.

03

Writes a complete audit trail

Every step is timestamped and reversible, giving you 100% coverage for internal review and external audit.

04

Human-in-the-loop by design

Routine cases run end-to-end; anything above your confidence or value threshold is routed to a person with the full context attached.

How it works

Ticket to PR to release, one engineering view.

01

Intake

Captures the request and assembles everything needed to act on it.

02

Reason

Runs the deterministic checks first, then applies judgment where it helps.

03

Execute

Completes the task across the connected systems in one pass.

04

Report

Returns the result, the rationale, and the trail in one place.

Inputs
  • Reference masters
  • Documents & forms
  • Historical data
  • Email & chat
Outputs
  • Drafted communications
  • Audit-ready evidence
  • Exception flags
  • Posted transactions
Fits your stack

Deployed into the systems you already run.

No rip-and-replace. The Document Analyst Agent connects to your existing engineering & SDLC tooling and writes back to your system of record.

GitHubGitLabJiraServiceNowJenkinsCodebase RAGDecision Log
In production

Deployed for Compliance & technical-writing teamslower compliance risk.

See a case study
Questions

The practical details.

Every action is logged, reversible, and traceable to source, giving you 100% audit coverage. The platform is SOC 2 compliant and deployable in your private cloud or on-prem.

A first version typically runs against your own data within weeks, the first agent can be live in as little as 48 hours, with full deployment in two to eight weeks.

Yes. You own 100% of the IP, code, and documentation. There is no platform lock-in and the full system transfers to your team.

No. It removes the low-judgment, repetitive work and routes anything consequential to a person with the context attached, so your team spends time where judgment actually pays off.