Data platforms and AI systems engineered for day-one impact.
We build infrastructure, digitize processes, and implement AI for growing companies that need reliable systems—delivered quickly and measured by outcomes.
What We Build
Data platforms, applied AI, and custom experiences that plug into your stack.
Every engagement taps into the same production platform we run for ourselves. We tailor the modules to your business, then hand over systems your team can operate.
Data & Analytics Platforms
Build the backbone that powers analytics, operations, and AI—without pausing the business.
- Modern warehouses & lakehouses with dbt modeling and governance
- Streaming + batch ingestion, CDC, and orchestration with Airflow
- End-to-end observability, lineage, and cost controls baked in
Process Automation & Ops
Turn brittle spreadsheets and manual workflows into resilient, automated systems.
- Event-driven automations that connect ERPs, CRMs, and internal tools
- Real-time dashboards, telemetry, and alerts tuned for operators
- Change management, documentation, and runbooks your teams actually use
Custom AI Solutions
Ship pragmatic AI—LLM agents, forecasting, and decision support—grounded in your data.
- RAG and agentic workflows with guardrails and human-in-the-loop controls
- Predictive models and intelligence loops tied to measurable KPIs
- Evaluation, monitoring, and safety instrumentation from day one
How We Work
A transparent process that loops until the outcomes land.
Every engagement runs as a series of tight build–launch–learn cycles. We stay close to your team, ship production-ready work, and feed measurements back into the plan.
Step 1
Frame the problem
Data discovery and stakeholder workshops to define the real opportunity, constraints, and success metrics.
Step 2
Model the foundation
Design data pipelines, storage, and governance so AI capabilities sit on top of reliable, well-modeled data.
Step 3
Build & iterate
Develop applications, automations, and AI workflows in tight loops—shipping production-ready slices each sprint.
Step 4
Measure & learn
Instrument telemetry, run evaluations, and compare impact against the KPIs we established up front.
Step 5
Scale & evolve
Handover, enablement, and roadmap refreshes that feed new insights back into the cycle for the next iteration.
Recent Work
Ship-ready results from companies solving real problems.
We collaborate with teams who need to move fast without leaving quality behind. Here’s what engagement looks like when we own delivery.
Process Automation
Optimized and automated manual manufacturing workflows, automated compliance verification process product techincal and security data sheets, and surfaced live operations metrics for leadership.
- Real-time production visibility shipped in 6 weeks
- NLP-powered catalog accuracy updates with human-in-the-loop controls
- Operations team cut manual entry by 80%
Media Intelligence Platform
Built an end-to-end media monitoring platform handling real-time ingestion, ASR, enrichment, and AI-powered outputs.
- Thousands of live audio/video streams processed
- Searchable transcripts powered by custom embeddings
- Insight delivery with automated alerting and triage
Staff Augmentation
Provided augmented engineering staff to help the Parcha team build and roll out their self-serve agentic platform.
- Embedded with the team to deliver backend features and integrations
- Supported application implementation and customer-facing workflows
- Strengthened velocity for a San Francisco fintech as they scaled their user base