AI agents built for software companies — PLG and SLG motions, SaaS metrics (ARR, NRR, Rule of 40), and the full SDLC. The software module encodes the workflows, the metric definitions, and the review points your team already owns.
21 specialized software agents across engineering, revenue, product, and operations. Part of 26 industry modules (2 runtime-wired today) and 700+ AI agents.
As a team grows, coordination overhead grows faster than headcount. More process, more handoffs, less shipping — and no single view of where the time actually goes.
The process tax compounds every quarter, and nobody owns the measurement.
PLG and SLG motions compete for resources. Marketing generates leads that sales can't close. Product usage data doesn't reach revenue teams.
CAC payback stretches out while PLG and SLG work from separate systems of record.
By the time you see churn in the numbers, it's too late. NRR, CAC payback, and Rule of 40 are backward-looking. You need predictive signals.
Churn signals surface after the renewal conversation has started. Expansion openings pass unnoticed.
Every quarter, a slice of engineering capacity goes to maintenance instead of roadmap. The backlog grows. New features slow down. Nobody can quantify the true cost.
Maintenance load is felt everywhere and measured nowhere.
A scoped deliverable
We map one high-value software workflow together — typically engineering velocity analysis, PLG funnel optimization, or SaaS metrics definition. You see the module's ontology applied to your own systems and your own vocabulary.
Scoped per deliverable
Expand from one agent to a team. Add the CRO Agent for revenue work. Put the CTO Agent alongside engineering leadership. Each addition is scoped and reviewed on its own terms.
Scoped engagement
The whole software module, designed for your environment — every agent, the shared ontology underneath them, and the workflow coverage that spans engineering through the board pack.
Two of the 21 specialized software agents in the module
The Technical Strategist
I help you... drive architecture decisions, engineering velocity, and build-vs-buy analysis across the entire SDLC.
What stays with your team
Architecture and sequencing calls stay yours. The agent assembles the evidence, names the trade-offs, and shows its working.
The Revenue Architect
I help you... optimize PLG funnels, sales pipeline, and expansion revenue with data-driven playbooks.
What stays with your team
Forecast calls and pricing moves stay yours. The agent keeps the pipeline picture current and flags what changed since you last looked.
Also in the module: CPO Agent, CISO Agent, VP Engineering, VP Platform, VP Product, VP Customer Success, DevRel Lead, and the SaaS, Cloud, DevTools, and Enterprise domain experts.
Capability, area by area — and the method behind each one.
| Area | What the agents do |
|---|---|
| Engineering Velocity | Bottleneck analysis across the sprint, review, and deploy stages, with delay attributed to a stage rather than to a person |
| PLG Conversion | Activation funnel modeling and onboarding sequences keyed to what an account actually did in the product |
| Sales Pipeline | Lead scoring and opportunity prioritization against the qualification criteria your team already agreed on |
| Net Revenue Retention | Churn and expansion signals assembled from product usage, support load, and contract dates in one view |
| Technical Debt | Codebase analysis that ranks the backlog by business impact, so paydown competes with roadmap on the same terms |
| Cost Efficiency | One routing model over PLG and SLG, so the same account is not worked twice by two motions |
The module is designed to read from the systems you already run — GitHub, Jira, Salesforce — rather than replace them.
Book a Discovery Workshop. We map one software workflow, show you the module applied to your own systems, and you keep the written findings either way. Fixed fee in the scoped proposal.