Mash AI
Engineering & SDLC Agent15–20%

Asset Management Agent

Finds the licence you're paying for twice.

Not a chatbot, an engineering & SDLC specialist. Tracks hardware and software across the estate, surfacing idle resources and upcoming renewals before they auto-bill. The code is yours.

Asset Management Agent15–20%
In
  • Reference masters
  • Documents & forms
  • Historical data
agent
Out
  • Drafted communications
  • Audit-ready evidence
  • Exception flags
IT asset & procurement teams100% audit
15–20%
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 Asset Management Agent: double-digit software-spend savings.
Capabilities

What the Asset Management 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

Ingest

Pulls in the relevant records and documents the moment they arrive.

02

Extract & validate

Structures the data and checks it against your rules and reference masters.

03

Decide or draft

Resolves the routine case or prepares a recommendation for review.

04

Post & log

Commits the outcome to your system of record with a full audit trail.

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 Asset Management Agent connects to your existing engineering & SDLC tooling and writes back to your system of record.

GitHubGitLabJiraServiceNowJenkinsCodebase RAGDecision Log
In production

Deployed for IT asset & procurement teamsdouble-digit software-spend savings.

See a case study
Questions

The practical details.

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.

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.

It integrates with the engineering & SDLC systems you already run, GitHub, GitLab, Jira and more, with no rip-and-replace.

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