Senior-only software studio · Since 2020 · Remote, worldwide

Senior engineers building production SaaS, AI agents, and automation systems.

The senior who architects your system is the one who writes the code and ships it — usually to first production release in 4–8 weeks. No junior hand-offs, no account managers, no slideware. Built for funded founders and agencies.

See real case studies
★★★★★ 5.0 on Google · 10 reviews
AI System Architectureproduction pipeline
live
AI Agentplans & orchestrates
RAG Pipelinegrounded retrieval
API Toolscalls external systems
Databasestate & memory
Agentorchestrating
Retrievalgrounded
Evalsin place
150+Projects shippedsince 2020
95%Client retentionto date
10+Industriesand counting
4–8 wksTo first releasedelivery model
What we build

From SaaS to agents — built end to end

We don't spread thin. We build and scale the systems funded teams actually need, owned by the senior engineers writing the code.

Production SaaS Platforms

Multi-tenant products engineered to scale — Django, FastAPI, and Next.js, owned by the seniors who architect them.

DjangoFastAPINext.jsPostgreSQLStripe

AI / LLM Systems

LLM features wired into real products — evaluated, guard-railed, and production-hardened, not demo-ware.

ClaudeOpenAILangfuseEvalsGuardrails

AI Agents

Tool-using agents that take real actions — scoped, observable, and safe to run in production.

LangGraphToolsMemory

RAG Pipelines

Grounded retrieval over your data — chunking, embeddings, and re-ranking tuned for accuracy.

Embeddingssentence-transformerspgvectorQdrantRe-rank

Workflow Automation

Replace manual ops with reliable automated workflows your team actually trusts.

CeleryTemporalWebhooks

Internal Tools & DevOps

Dashboards and reproducible infra that retire the spreadsheets running your business.

DockerKubernetesAWSGCPDigitalOceanTerraformGitHub Actions
AI systems

Not a chatbot — an engineered pipeline

Calling an LLM is the easy 10%. The other 90% — grounding it in your data, proving it's correct, and making it safe enough to act — is the engineering. That's the part we do.

Input
Web · Mobile
APIs
Documents
AI Agent
Planning
Reasoning
Tool use · Memory
RAG pipeline
Retrieve
Re-rank
Ground
Tools & APIs
External · Business
Search
Email
Production output
App · API
Workflow
Analytics
Cloud infrastructureKubernetes · Docker · Terraform · Monitoring · Security · Logging
What makes it production-grade
Grounded

Retrieval over your own data, with citations. It answers from your sources — not from guesswork.

Evaluated

Automated evals and regression tests gate every change. We measure quality; we don't vibe-check it.

Guard-railed

Scoped permissions, output validation, and a human in the loop on anything irreversible.

Observable

Every model and tool call is traced and monitored — so the system gets better with real usage.

The result: AI that holds up under real users, real data, and real edge cases — not just the happy path in a demo.
How we work

A tight, senior-led delivery loop

Six stages from first conversation to scale. No hand-offs to juniors, no status theater — a founder owns the architecture the whole way through.

01

Diagnose

A founder digs into the real problem, constraints, and risks before scoping a single feature.

02

Architect

The system is designed for the load you'll actually have — not a slideware mockup.

03

Build

Senior engineers ship working increments weekly, not month-end demos.

04

Integrate

Wired into your stack — payments, data, third-party APIs — and tested under real conditions.

05

Launch

Shipped to production with observability so releases are boring and safe.

06

Scale

Hardened and scaled as real usage arrives — the project→retainer motion.

Selected work

Systems we shipped — named, not mocked up.

Real platforms running real businesses today. Where a client's numbers are private, the metric is omitted rather than invented.

NAMEABLE
datatoleads
records425,000,000+
agencies 90+ end-users 8,000+
Data-as-a-Service · B2B

DataToLeads / AvocaData

MaaS Group Holdings LLC · built from scratch · 5+ yrs ongoing

Millions of lead records stuck in Excel — two or three agencies tried and failed before us. We built a four-interface, multi-tenant DaaS platform with a master→child credit economy and sub-second search across 425M+ records.

425M+records in system
90+white-label agencies
8,000+active end users
Read the full case study →
NAMEABLE
fornix-ai
incident.pdf → extracted
risk forecast▲ rising — campus 3
FERPA ✓AI vision ✓
AI · K-12 EdTech

Fornix AI

School incident intelligence platform · project rescue

Arrived 4–5 months into a stalled build — only file upload existed, no architecture. We turned it around: AI vision auto-extracts paper incident reports, ML forecasts risk before it escalates, FERPA-compliant by design.

Rescuestalled → shipped
AI visionauto extraction
FERPAby design
Read the full case study →
NAMEABLE
miami-bikes
TicketsPOSInventoryCRMAmazon MAP
vendor sync daily · live
Retail Ops · POS

Miami Bikes

Andrey, owner/operator · built from scratch · multi-year

Replaced five disconnected tools — repair tickets, POS, inventory, marketing, Amazon compliance — with one system on a single data model. Runs the shop day to day, with live daily vendor sync and MAP/3P Amazon compliance.

5-in-1tools replaced
Multi-sitebranch + roles
Dailylive vendor sync
Read the full case study →
NAMEABLE
supplo
search "titanium dioxide" → 14 suppliers
catalog~4,000,000 records · normalized
Admin portalSupplier portal
B2B Marketplace

Supplo

Raw-material & ingredient sourcing · optimize + extend

Turned raw-material sourcing into a single search box, backed by a governed catalog. We normalized ~4M messy ingredient records into a clean data model and built supplier + admin portals with zero-signup search.

~4Mrecords normalized
2 appssite + dashboard
Zerosignup to search
Read the full case study →
Proof

What clients say

★★★★★ 5.0 from 10 reviews on Google.

★★★★★

We had cycled through standard development agencies that promised the world but simply didn't deliver. Then we partnered with BrainsLogic. If you want to build something that actually shifts an industry, this is the team you hire.

BMBrian McManusFounder & CEO, DataToLeads & avocaData
★★★★★

I had a fantastic experience working with BrainsLogic on my mobile application project. Their team, especially Ahtasham, was incredibly professional, responsive, and knowledgeable. They truly understood my needs and delivered a high-quality product within the agreed-upon timeframe and budget.

AFAshley FrancisGoogle review
Why BrainsLogic

What you don't get with a typical agency

Most agencies sell you a process. We sell you senior engineers and shipped systems. Here's the difference, line by line.

Senior-only delivery model
● BrainsLogic model
Agency model
</> Who writes the code
Senior engineers only
Juniors behind a senior demo
Architecture ownership
Founder-led architecture
Account manager relays specs
What you get
Production-first builds
Slideware & throwaway demos
Time to first release
4–8 week delivery
Months of discovery
Management layer
No bloated PM layer
PM overhead on every call
The stack

Boring where it counts, modern where it pays

A deliberate, proven toolset chosen for reliability and speed of delivery — not novelty.

AI / LLM & agents

Production LLM systems, not demos.

Claude (Sonnet 4.5)OpenAILangGraphRAG pipelinessentence-transformersLangfusePromptfoo

ML & vision

Forecasting and document AI.

PyTorchAWS BedrockCloud VisionProphetXGBoost

Backend & APIs

Typed, tested services under load.

PythonDjangoDRFFastAPICeleryPydantic

Data, search & scale

Sub-second search at scale.

PostgreSQLClickHouseQuickwitRedisQdrantpgvector

Frontend & mobile

Server-first web and native.

Next.jsReactTypeScriptTailwindReact Native

Cloud & infrastructure

Reproducible infra, boring releases.

AWSGCPDigitalOceanKubernetesDockerTerraformGitHub Actions
FAQ

Questions founders actually ask

Who actually does the work at BrainsLogic?

Senior engineers only. There are no junior hand-offs and no project managers reading status off a board — a founder owns the architecture and ships alongside the team.

How fast can BrainsLogic ship a production system?

Most engagements reach a first production release in 4–8 weeks. We scope tightly, design for the load you'll actually have, and ship working increments weekly rather than demos.

Does BrainsLogic build real AI systems or just wrap an API?

Real systems. We build RAG pipelines, tool-using agents, and LLM features with evals, guardrails, model routing, and cost controls — engineered to be reliable in production, not a demo.

What does BrainsLogic build?

Production SaaS platforms that scale (Django, FastAPI, Next.js), real AI systems that work in production (RAG pipelines, agents, evals — not API wrappers), and automation that replaces spreadsheets and manual operations.

Who is BrainsLogic a good fit for?

Funded founders and technical leadership at agencies. You need: senior ownership (no juniors), fast delivery (4–8 weeks typical), and durability (not demo-ware). If that's you, we're a fit. If you need hand-holding or spec reading, we're probably not.

What's your engagement model?

Fixed-price for well-scoped work, time & materials for discovery. Most engagements start with 4–8 weeks to first production release. After launch, many transition to ongoing retainer support for scaling and iteration.

Can you work with our existing tech stack?

Yes. We integrate with your infrastructure (databases, APIs, cloud platform, payment systems) and build within your constraints. Free architecture audit: send us your stack, we'll give you honest feedback on feasibility, timeline, and approach.

How do you measure success on an AI project?

Three ways: evals (automated tests that gate releases), production metrics (latency, cost, accuracy on real data), and user feedback loops. We ship with observability in place from day one, so you see what's working — not guesses.

Newsletter

Engineering notes for founders shipping AI & SaaS

Occasional, practical write-ups from real builds — architecture calls we got right, the ones we'd redo, and how to tell production AI from demo-ware. No fluff, no spam.

One email when there's something worth sending. Unsubscribe anytime.
Start a conversation

Need senior engineers to ship your AI or SaaS system?

Tell us what you're building. You'll talk to an engineer who can architect it — not a salesperson reading a script.

— or reach us directly —
ceo@brainslogic.com
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