Biochar
Kiln batches, buyer evidence, carbon receipts.
MRV, feedstock intake, batch evidence, buyer workflows, and carbon-credit reporting.
A senior product team for founders who need the full build: UX, full-stack, AI, evals, guardrails, deployment, and SOC2 readiness.
6-week sprint $15,000 · SOC 2 readiness $3,000 · Industrial sprint $40,000
Choose the operating problem
Start with the engagement that matches the system you need to change.
Agentic product studio
A fixed-scope senior team for product, automation, AI workflows, evals, deployment, and handoff.
Industrial energy & automation
A site-bounded energy audit and automation assessment with safety boundaries and a four-week innovation roadmap.
Industries we work with
Biochar kilns, pump dealerships, retail aisles, hardware programs, plant floors, and AI SaaS runtimes all have different truths.
Kiln batches, buyer evidence, carbon receipts.
MRV, feedstock intake, batch evidence, buyer workflows, and carbon-credit reporting.
Dealer queues and field service made visible.
Dealer operations, service telemetry, warranty intelligence, and field-team dashboards.
Demand signals instead of stale reports.
Inventory copilots, CRM automation, demand signals, and store-level operating views.
BOM changes, routings, and station work made executable.
Forge-style systems for EBOM-to-MBOM handoff, ECO review, supplier impact, routing release, line readiness, traveler signoff, and signed audit trails.
Plant-floor exceptions with owners attached.
Ops dashboards, audit trails, maintenance workflows, and manager-facing control planes.
Agentic products with runtime truth built in.
Agents, RAG, evals, observability, billing, roles, and production app architecture.
Selected Work
Five recent production builds — real screens, not mockups.
Active case study
Sustainability SaaS
01 / 05
Emissions Dashboard

Full-stack carbon accounting platform with real-time emissions tracking, supplier management, and ESRS-compliant reporting.
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Real-time emissions rollups
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Supplier mix explorer
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ESRS-ready reporting exports
Browse the five systems
Click or use the arrow keys to move through the active case study.
We ship MVPs fast without brittle AI. Retrieval, evals, observability, and cost controls are part of the build.
Scope lock
Plan and commercial frame get nailed before delivery expands.
Core ship
Real product logic, integrations, and data model land across weeks two to four.
Live handoff
Evals, regression, launch, and production handoff happen in weeks five and six.
Week sprint
Brief, build, and launch.
The commercial frame, delivery pace, and operating guardrails are set before the build starts stretching.
Timeline
6 weeksfrom scope lock to production handoff
Commercials
Fixed pricescope locked before build expands
Guardrails
Built inretrieval, evals, tracing, budgets
Week 1
Frame the product
Weeks 2–4
Build the core system
Weeks 5–6
Harden and launch
Proof-first delivery
Services
Fixed scope when the work is bounded. Retainer when leadership matters. Custom scope when the brief needs room.
Retainer
Senior technical leadership for AI products: architecture, roadmap, hiring, and reliability.
Best for
Funded teams scaling AI products
For teams that need a driver.
Free architecture review on the first call
Sprint
Ship a production-ready product or automation workflow with full-stack architecture, AI guardrails, and automated testing.
Best for
Teams shipping a bounded product or workflow
Limited slots. Fixed scope, fixed price.
We scope the six-week delivery on a 20-min call
Compliance
A focused SOC 2 readiness assessment with control gaps, evidence requirements, and a prioritized remediation roadmap.
Best for
Pre-Series A teams entering enterprise
Auditor and compliance-platform fees are separate.
Free 15-min readiness review on the first call
Industrial sprint
One combined engagement covering the energy audit, industrial automation assessment and design, and an actionable innovation roadmap.
Best for
Industrial operators and energy-intensive sites
One fixed scope across energy, automation, and roadmap.
We confirm site boundaries and data access on the first call
Custom
Multi-role AI workflows, complex integrations, mobile, or enterprise requirements.
Best for
Enterprises and complex builds
We’ll quote after a short call.
Free discovery call — no commitment