Skip to content
TechEmulsion logo
TechEmulsion
Services
Industries
Case StudiesInsightsContact Us
INDUSTRIES
SAAS COMPANIES
AI features. Dedicated teams. No lock-in.

AI features for funded SaaS.Ship in 6 weeks.Production-grade.

We build AI features into your product, add senior engineers to your team, and clear tech debt. Fixed scope or monthly. No six-month minimums.

See the 4 pillars↓
20+
SaaS products shipped
4 to 8 weeks
first AI feature live
3x
avg velocity lift
4x
cheaper than US headcount
What is slowing you down

The product is not the problem.
The problem is engineering capacity.

ISSUE · 01

Competitors ship AI. You do not.

The AI feature has sat on your roadmap for two quarters. Nobody on the team has shipped one. An ML hire takes 6 months and $200K.

ISSUE · 02

Velocity dropped as you scaled

Code that worked at 500 users hurts at 50,000. Each sprint ships less. Customers wait.

ISSUE · 03

Hiring is slow

The senior role has been open three months. Good candidates ghost. Every empty week costs roadmap.

ISSUE · 04

Tech debt owns the roadmap

A third of every sprint goes to bugs that come back. The team fights the codebase instead of building.

ISSUE · 05

The AI feature flopped in production

You shipped something. It hallucinated. No evals, no guardrails, no grounding. It got turned off.

ISSUE · 06

More engineers, same output

You went from 3 engineers to 9 and shipped no faster. Coordination ate the gain.

TODAY

Growing fast. Shipping slow.

01AI feature on the roadmap for 6 months, still a Figma frame
02Senior engineer seat open, no hire in sight at $180K+
0340% of sprints lost to regressions and tech debt fires
04LLM prototype built, hallucinating in staging, never shipped
05Velocity flat while headcount doubled in 18 months
06Competitors announced an AI copilot. You have a slide.
WITH EMULSION

Same team. 3x the output.

01RAG feature or AI copilot live in 4 to 8 weeks, with evals
022 to 4 engineers on 30-day terms, no 6-month search
03Sprint output 2 to 3x higher within 60 days
04LLM feature with guardrails, grounding, and monitoring in prod
05Architecture cleaned up and documented, features ship on time
06AI roadmap shipped each quarter, not pushed to next year
Pillar 1 of 4

AI Feature Build, built into your product, not bolted on

We ship the AI features on your roadmap. RAG, agent workflows, copilots, voice agents. Evals and guardrails from day one.

RAG Pipeline & Knowledge Layer

RAG over your product data, support history, or docs. Proper chunking, the right vector store, hybrid search, evals. Every answer traces to your data.

Production-accurate. Not a chatbot demo.
View service

In-Product Chatbot & Copilot

AI assist inside your product UI. It knows the user's state and data. A feature customers pay for, not a sidebar widget.

A retention driver, not a gimmick.

Agentic Workflows & Automation

Agents that take real actions in your product: CRM writes, approvals, document generation. Guardrails and audit logs on every step.

Automates real workflows, not just the report.
View service

LLM Eval & Reliability Layer

Shipped an AI feature that got turned off? We rebuild the evals, grounding, and monitoring so it holds up in production.

AI you can put in front of customers.

Not sure where to start?

Book a free 30-minute call. We find your bottleneck and tell you how we would fix it. No pitch.

Free · 30-min call
No pitch. Just a clear plan.
Book a discovery call
Pillar 2 of 4

Dedicated Engineering Team, more capacity on 30-day terms

2 to 4 senior engineers in your sprints, Linear, Slack, and standups. PM, QA, and DevOps included. Cancel with 30 days notice.

Sprint-Embedded Senior Engineers

Engineers who join your rituals, not an offshore team you manage. Assigned, not rotated, so context stays.

Feels like in-house. Costs like a contractor.
View service

PM, QA & DevOps Coverage

Every retainer includes a PM, QA on each release, and infrastructure ownership. Nothing ships untested.

Full-stack capacity, not just IC engineers.

30-Day Cancellation

No 6-month minimum, no exit fees, no equity asks. Not delivering? You walk with 30 days notice. It is in the contract.

You are never locked in.

Not sure where to start?

Book a free 30-minute call. We find your bottleneck and tell you how we would fix it. No pitch.

Free · 30-min call
No pitch. Just a clear plan.
Book a discovery call
Pillar 3 of 4

Staff Augmentation, senior ICs in your stack from week one

Single senior engineers in your team for a quarter or more. Full-stack, backend, AI/ML, or mobile.

Senior Individual Contributors

5 to 10 years of production experience. Matched on stack, domain, and time zone. You interview them and run the work.

Cheaper than a hire, faster than recruiting.

AI/ML Specialist Placement

Engineers who have shipped production LLM features or ML pipelines. Not generalists who read the docs last week.

No ramp-up on AI fundamentals.

Backfill & Surge Capacity

Parental leave cover, due diligence crunch, launch sprint. One engineer, one role, one set period.

Right-sized. No permanent headcount added.

Not sure where to start?

Book a free 30-minute call. We find your bottleneck and tell you how we would fix it. No pitch.

Free · 30-min call
No pitch. Just a clear plan.
Book a discovery call
Pillar 4 of 4

Architecture & Velocity, pay down the debt eating your roadmap

If tech debt eats 40% of every sprint, we audit and refactor the parts costing you the most.

Velocity Audit & Debt Map

We read your last 12 sprints, code churn, and error logs. You get a ranked fix list with ROI estimates.

You know what to fix first.

Targeted Refactor & Documentation

We refactor the slowest modules, add tests where things break, and document the architecture so new engineers ship in days.

New features ship faster within 60 days.

Scalability & Infra Upgrade

Schema redesign, caching, queues, CDN and edge config. The work you need before the next 10x of users.

Scales to the next 10x without a rewrite.

Not sure where to start?

Book a free 30-minute call. We find your bottleneck and tell you how we would fix it. No pitch.

Free · 30-min call
No pitch. Just a clear plan.
Book a discovery call
Fit

Who this is for

Company size10 to 200 employees
StageSeries A · Series B · Growth · Profitable
GeographyUS · UK · EU · Canada · Australia

You run a SaaS product with real revenue. Your engineering team is too small, too slow, or missing AI skills to keep up.

You do not need another headcount approved by the board.
You need senior engineers on 30-day terms, starting now.
You do not need a six-month ML hiring search.
You need the AI feature shipped next quarter, with evals, not a demo.
You do not need another internal tech debt project.
You need an outside team to pay it down while yours keeps shipping.
SaaS products we have built

Shipped to production. Used by real customers.

AI / Creative SaaS

Artis

0 → 1
Full product build

AI platform that reads an artist's style and gives advice. Built end to end.

View case study
Media / SaaS

Podcast Beacon

Zero to SaaS
Full launch

Podcast discovery platform built from scratch. Pipeline, recommendations, and subscriber features in one sprint cycle.

View case study
Security / SaaS

BambooVPN

10K+
Active users

Consumer VPN app with a custom protocol, billing, and cross-platform client. We were the engineering team.

View case study
AI / Marketing SaaS

ContentCompass

3 AI tools
Shipped to prod

AI content strategy platform. Multi-model pipeline, semantic search, automated briefs. Production evals.

View case study
Common questions

Questions SaaS teams ask us

Three ways. We build AI features into your product. We add senior engineers on 30-day contracts. Or we run a defined project, like tech debt paydown, end to end.
Yes. This is our most common project. We read your codebase, find the integration points, and ship without breaking what works. Stack: LangChain, LangGraph, OpenAI, Anthropic Claude, Pinecone, pgvector.
About 4x less than a US senior engineer. 30-day contracts. No recruiting fees, no benefits, no lock-in. Scale up or down each month.
They work in your repos, Slack, standups, and time zone. You review their PRs from week one. If someone is not a fit, we swap them.
Yes. Atarim is the biggest case: a WordPress plugin turned into a funded SaaS ($500K raised, 4+ year partnership). We also built Rack Room, Farmin, Podcast Beacon, and BillboardIQ.
Yes. Role-based access, audit trails, and evals before and after launch. It runs on your cloud, not ours. We sign NDAs and security questionnaires. For regulated workflows a human approves each step until the evals say it is safe.
Next step

Ship the AI feature
stuck on your roadmap.

30 minutes. No pitch. We find your bottleneck and tell you what it takes to fix it this quarter.

See all industries