The AI Growth Engine that runs your pipeline like infrastructure.
Manchi Labs designs, builds, and operates the demand system behind category-leading SaaS companies. We source, qualify, and compound pipeline with AI, not another agency retainer.
- Avg. pipeline lift
- 3.4x
- Time to first signal
- 18 days
- SaaS clients run
- 40+
126
97.2%
Calibrated for SaaS companies at every stage
Your growth stack was built for a market that no longer exists.
Most SaaS teams run growth on tooling assembled for a different buyer, a different CAC, and a different sales cycle. It still runs. It just doesn't compound.
Legacy stack
- Manual list-building and one-off outbound sprints
- Reporting that arrives weeks after the spend
- Agencies incentivized by hours, not pipeline
- Signal scattered across five disconnected tools
The AI Growth Engine
- AI models score and route every account in real time
- Live dashboard tied directly to your revenue metrics
- Fixed-scope engagement, priced against outcomes
- One system of record for every growth signal
Four stages. One closed loop.
The AI Growth Engine isn't a campaign. It's a running system with feedback built into every stage.
Ingest & Score
We unify product usage, firmographic, and intent data into a single account model, then train scoring on your closed-won history.
Activate
AI agents run personalized outbound and lifecycle sequences across the accounts that score highest. No blast lists, no spray.
Convert
Sales gets routed opportunities with full context attached, so reps open every call already knowing the account's intent signal.
Compound
Every closed deal and lost opportunity feeds back into the model. The engine gets more precise every cycle, not more expensive.
One team running the entire pipeline stack.
We don't hand you software and walk away. Manchi Labs operates every layer of the engine as an embedded extension of your team.
Data & Scoring Infrastructure
We connect your CRM, product telemetry, and third-party intent into one clean account model, then keep it current on its own.
AI Outbound Agents
Autonomous agents draft, personalize, and send sequences per account, adapting the message to the signal behind every contact.
Lifecycle & Nurture
Trigger-based email and in-product touches keep warm accounts moving forward without a human minding every step.
Routing & RevOps
Scored opportunities route to the right rep with context attached, wired directly into the tools your team already runs on.
Reporting & Attribution
A live dashboard ties every touch back to pipeline and revenue, so you always know exactly what the engine is producing.
Continuous Optimization
We review model performance, messaging, and routing every cycle, tuning the system against your latest closed-won data.
Pipeline that compounds, on a chart you can watch move.
This is a representative trajectory from a Manchi Labs engagement. The engine typically reaches escape velocity between week eight and week twelve.
Series B · Vertical SaaS
qualified pipeline in two quarters
Seed · Dev Tools
to first AI-sourced opportunity
Growth Equity · Fintech SaaS
cost per qualified opportunity
From first call to compounding pipeline.
Every engagement follows the same disciplined path. No open-ended retainers, no vague scopes, just a system that goes live and keeps improving.
- 01
Diagnostic
A focused call to map your current motion, data sources, and the exact points where pipeline stalls today.
- 02
Blueprint
We design the engine for your stage: the account model, scoring logic, channels, and the metrics we'll be judged on.
- 03
Build
We stand up the infrastructure, connect your existing tools, and configure agents against your ICP and closed-won history.
- 04
Operate & Compound
We run the engine as an embedded team, report on pipeline every week, and tune the system on every cycle.
Built by people who've run pipeline, not just pitched it.
Manchi Labs is run by a small team that stays close to every engagement. When you talk to us, you're talking to the people who built the engine.
German Olano Gomez
Co-Founder · Manchi Labs
Illya Chakyr
Co-Founder · Manchi Labs
The things teams ask before they start.
Still unsure whether the engine fits your motion? Book a diagnostic and we'll give you a straight answer.
See if your pipeline qualifies for the engine.
We take on a limited number of SaaS companies per quarter. Grab a slot on the calendar and German or Illya will personally run your diagnostic.
- 30-minute pipeline diagnostic call
- Custom engine blueprint for your stage
- No retainer required to get the read
Pick a time that works for you
Booking opens our live Google Calendar in a new tab so you can grab an open slot in seconds.
Book a diagnostic call