case_study● shipped
AI Finance Operations Agent
−80%
Manual reconciliation time
Manual reconciliation of cross-platform ledgers was consuming 40+ analyst hours per week.
LangGraphPythonPineconePostgres
Engineered in production
Agentic AI that executes — built, tested, and deployed.
We design agent orchestration, GenAI web applications, and no-code automations built for production — not proof-of-concept demos.
- 24+
- Production deployments
- 80%
- Avg. workflow reduction
- 4-6w
- Pilot-to-production
graph.v1● live
nodes: 07latency 240ms
[ 01 // Services ]Core capabilities
Engineered intelligence for teams that ship.
Three practice areas — one philosophy: agent systems that survive production traffic, edge cases, and real users.
AI Agents
Production-ready agents using LangGraph, LangChain, AutoGen, AWS Bedrock, OpenAI, and vector databases like Pinecone and Weaviate.
LangGraphLangChainAutoGenBedrock
Learn more GenAI Applications
AI-powered web applications including chatbots, image generation platforms, document intelligence, RAG solutions, and enterprise dashboards.
Next.jsOpenAIPineconeSupabase
Learn more No-Code Automation
Business automation using n8n, Zapier, and Make to eliminate repetitive work and integrate business systems end to end.
n8nZapierMakeWebhooks
Learn more [ 02 // Process ]How we ship
From napkin sketch to production traffic.
- 01
Discovery & Pilot
Understand business goals, map workflows, and identify the highest-ROI automation opportunities.
1–2 weeks
- 02
Architecture & Development
Design, engineer, and rigorously test scalable AI systems with safety rails and evaluation loops.
3–6 weeks
- 03
Deployment & Support
Deploy securely to your infrastructure, monitor performance, and continuously improve the system.
Ongoing
[ 03 // Work ]Selected projects
Real deployments. Measurable outcomes.
Request full case pack
case_study● shipped
Image Generation Platform
10k/day
Generations served
Marketing team needed on-brand asset generation at scale.
Next.jsOpenAIAWS Bedrock
case_study● shipped
Multi-Domain Support Agent
65%
Tickets auto-resolved
Support team spread across 4 product lines with inconsistent responses.
LangChainWeaviate
case_study● shipped
Travel AI Planner
3.2×
Conversion lift
Booking flow required 12+ steps and lost 60% of users to drop-off.
ReactOpenAISupabase
case_study● shipped
Document Intelligence Platform
12×
Review throughput
Legal team spent days reviewing hundred-page compliance filings.
RAGAnthropicPostgres
[ 04 // Stack ]The toolbox
Model-agnostic. Framework-fluent.
We pick tools that survive the next 24 months, not next week's hype cycle.
› Languages
PythonTypeScriptSQL
› Frameworks
ReactNext.jsNode.jsFastAPI
› Agent Stack
LangGraphLangChainAutoGen
› Models
OpenAIAnthropicAWS BedrockLlama
› Vector / Data
PineconeWeaviateSupabasePostgres
› Ops
DockerKubernetesGitHub Actions
› Automation
n8nZapierMake
[ 05 // Engagement ]How we work together
Three ways to engage.
All engagements are 100% custom development. Final pricing is scoped after discovery.
Pilot
Fixed
4–6 week engagement
Prove ROI on a single automation or agent before scaling.
- Discovery workshop
- One deployable agent or app
- Evaluation harness
- Deployment support
Recommended
Fixed Scope
Milestone
8–16 week delivery
Full engineering delivery on a defined scope with milestone-based billing.
- Everything in Pilot
- Multi-agent orchestration
- Custom UI / dashboard
- Integration with your stack
- Load & safety testing
Engineering Retainer
Monthly
Dedicated squad
Embedded engineering team owning your AI roadmap end to end.
- 2–5 dedicated engineers
- Weekly sprints & reviews
- SLA-backed support
- Continuous evaluation
[ 07 // Signal ]Words from clients
Trusted by engineering leaders.
"They shipped a production agent that replaced a 3-person team's reconciliation workload. What they delivered in six weeks would have taken us a year."
VP Engineering
Fortune 500 fintech
"The RAG platform they built is now core infrastructure for our legal review. Zero hallucinations on regulated content, citations every time."
Chief Legal Officer
Compliance SaaS
"Rare combination — they understand agents deeply and still care about the product surface. Our support automation reads like a native feature."
Head of Product
B2B travel platform
[ 08 // FAQ ]Common questions
Answers before you ask.
Have something more specific? Drop it in the contact form and we'll get you a real answer, not a sales reply.
[ 09 // Contact ]Start a conversation
Tell us about the problem you're solving.
Real engineers read every submission. Expect a response within one business day.