Mash AI
Engineering & SDLC Agent+25%

Project Management

Spots the bottleneck before standup does.

Watches sprint progress, flags where it's slipping, and suggests how to reallocate, so releases hold their dates. Autonomous on the routine, deferential on anything that needs a person.

Project Management+25%
In
  • Policy & rules
  • System records
  • Live event streams
agent
Out
  • Dashboards & reports
  • Drafted communications
  • Audit-ready evidence
Delivery & program teams100% audit
+0%
Headline result
0%
L1 tickets reaching a human
0 wks
Typical time to live
The problem

Why this work breaks at scale.

More BPO or more spreadsheets both scale with cost, and neither gives a reviewer the evidence they want.

With Project Management: more releases land on time.
Capabilities

What the Project Management does for your team.

01

Scores and prioritises

Ranks work by risk, value, and urgency so the queue reflects what actually needs attention first.

02

Explains every decision

Each output ships with its reasoning and the source it drew from, so a reviewer can confirm rather than re-derive.

03

Improves with feedback

Reviewer corrections feed back into evaluation, tightening accuracy on your data over each cycle.

04

Deterministic where it matters

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

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
  • Policy & rules
  • System records
  • Live event streams
  • Reference masters
Outputs
  • Dashboards & reports
  • Drafted communications
  • Audit-ready evidence
  • Exception flags
Fits your stack

Deployed into the systems you already run.

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

GitHubGitLabJiraServiceNowJenkinsCodebase RAGDecision Log
In production

Deployed for Delivery & program teamsmore releases land on time.

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.