For IT services firms
The software factory
for services firms.
Your clients are demanding AI pricing. Your delivery model is built on headcount. LFG is the agentic delivery pipeline that closes the gap: AI plans, builds, and tests. Your senior engineers verify. Your margins survive the transition.
Live build board: every ticket, diff, and senior review in one place.
Every client brief moves through the same path. The highlighted gate is human, on every release.
The headcount model is breaking
Fixed-price deals are getting harder to win. Clients ask what AI discount you are passing through. Coding copilots make individual developers faster, which compresses billable hours without changing your cost structure. The firms that win the next decade will not bill for effort. They will price outcomes, and deliver them with a fraction of the bench.
A delivery pipeline you run inside your firm
LFG takes a client brief and produces a PRD, technical architecture, and a dependency-aware ticket graph. Each ticket executes in an isolated workspace via Claude Code. Your engineers review every diff before it ships. You keep the client relationship, the domain knowledge, and the accountability. The factory handles the volume.
Brief to PRD and ticket graph in 24 hours. Versioned, client-reviewable, mapped to acceptance criteria.
Parallel agent execution in sandboxed VMs. Full logs, diffs, and live previews for every ticket.
Your senior engineers gate every release. Your QA standards. Your sign-off. Your name on the delivery.
What it does to your margins
A typical $150K fixed-price web application: five engineers, fourteen weeks, 35% gross margin if nothing slips. The same project through the factory: one senior reviewer plus agent execution, three to four weeks, and a cost structure that lets you bid 30% under competitors while doubling margin. You stop selling hours. You start selling delivery.
Traditional delivery
- Team
- 5 engineers
- Timeline
- 14 weeks
- Gross margin
- 35% if nothing slips
- You sell
- Hours
Through the factory
- Team
- 1 senior reviewer + agents
- Timeline
- 3 to 4 weeks
- Margin
- Bid 30% lower, double the margin
- You sell
- Delivery
Modeled on LFG internal delivery data. Pilot projects produce your own baseline comparison.
Built for Indian delivery realities
Self-hosted
Open source core under Apache 2.0. Runs on your infrastructure or ours. Client code never leaves your control.
Data residency
Deployable in-region. Aligned with DPDP obligations and the data clauses in your client MSAs.
Works with your pyramid
Agents absorb the work you staffed juniors on. Your senior layer becomes the product.
Audit trail by default
Every requirement, ticket, commit, and review is logged and linkable to acceptance criteria. Built for clients who audit.
We run the factory we sell
Mags, Easylogs, and Kitereach are production products built end to end on this pipeline by a team you can count on one hand. The pipeline you license is the pipeline we bet our own company on.
How a pilot works
Pick one real project, ideally one already scoped and priced the traditional way. We run it through the factory alongside or instead of your standard delivery. You compare time, cost, and quality against your own baseline. Two weeks. Fixed fee. No platform commitment.
Pick a scoped project
Ideally one already scoped and priced the traditional way, so the comparison is apples to apples.
Factory delivers in two weeks
PRD, ticket graph, sandboxed build, and senior review, delivered on a fixed fee with no platform commitment.
Compare against your baseline
Measure time, cost, and quality against your own internal numbers, then decide if it scales.
Book a pilot
Your competitors are either building this in-house or pretending the pricing pressure is temporary.