What We Build

Twelve project types. One AI-native delivery model.

Pick the category that matches your project. Every build runs through the same Truth Oracle 4-of-4 multi-expert review, the same disclosed-AI delivery, and the same engineer-credible stack depth — whether it's an advanced Next.js site, a data-centric Postgres + FastAPI backend, a Flutter mobile MVP, or a C++ inference runtime. We'll scope it as the smallest shippable engagement first.

12 categories · sized for $1.5k single-day audits up to $90k full builds

Three categories below have dedicated detail pages (Advanced Websites, Data-centric Applications, Mobile Apps). The other nine open the scoping form pre-filled with that category — we add detail pages as proof artifacts back them up, never as filler.

Web & SaaS

4 project types

T2 · T3

Advanced Websites· detail page

Web & SaaS

We build web platforms, not digital brochures. Using React Server Components, Tailwind v4, and Cloudflare/AWS edge delivery, we ship fast, indexable, interactive sites that handle complex state without the bloat.

Best for

·High-traffic SaaS marketing sites
·Multi-tenant platforms requiring auth + billing
·Interactive documentation hubs

Not the right fit when

×A WordPress template would work fine
×Budget is under $5k

3-week RSC + Tailwind build sprint, $12k–$30k

See details

T3 · T4

Data-centric Applications· detail page

Web & SaaS

Data is the product; we just build the engine. We architect around Postgres + FastAPI to ensure your data is queryable, your aggregations are fast, your integrity is absolute, and your AI agents have clean context to work with.

Best for

·Internal analytics dashboards
·Customer-facing data portals
·Complex multi-tenant SaaS backends

Not the right fit when

×You need HIPAA / SOC2 compliance in Year 1
×Your data is entirely unstructured video/audio blobs

4-week pilot, $15k–$40k

See details

T1 · T2 · T3

Internal Tools & Dashboards· scope inline

Web & SaaS

We use Retool, Appsmith, or custom React over your existing database to give your ops team exactly what they need to do their jobs — with AI-assisted ticket triage and SOP generation baked in where useful.

Best for

·Customer-support escalation tools
·Content moderation queues
·Database CRUD interfaces with audit trails

Not the right fit when

×This tool will be sold as SaaS to external users
×Your workflows are entirely undocumented

2-week rapid deployment, $8k–$20k

Scope it

T2 · T3 · T4

APIs & Microservices· scope inline

Web & SaaS

APIs are contracts, not suggestions. We design services with OpenAPI / gRPC schemas first, ensuring type safety from database to client and observability from the first commit.

Best for

·Replacing aging monoliths incrementally
·Building partner integrations with SLAs
·High-throughput event processing

Not the right fit when

×You only have one client app and no integration partners
×A simple monolith would suffice

4-week API design + implementation pilot, $14k–$35k

Scope it

Mobile

1 project type

T3 · T4

Mobile Apps· detail page

Mobile

Native performance where it matters, shared logic where it counts. We default to Flutter (Dart) or React Native (TypeScript) for cross-platform speed-to-market; we go native with Swift or Kotlin when the product requires deep OS integration (CoreML, NNAPI, on-device inference).

Best for

·Cross-platform consumer MVPs
·Field-worker offline-first apps
·IoT companion apps

Not the right fit when

×You want a game (we don’t do game engines)
×You need SMS / TCPA features

8-week cross-platform MVP + App Store launch, $20k–$60k

See details

AI & ML Products

3 project types

T2 · T3 · T4

RAG & Knowledge Systems· scope inline

AI & ML Products

We build production retrieval over your docs, code, tickets, and proprietary corpora. We pick the right vector store, chunking strategy, and reranker — and prove it with an eval harness you keep.

Best for

·Internal knowledge-base Q&A
·Contract / policy analysis at scale
·Automated support ticket routing

Not the right fit when

×You can’t define what a "correct" answer looks like
×You need financial advice generation (Lowe v. SEC publisher exception is narrow)

2–4 week RAG pilot + eval harness, $8k–$25k

Scope it

T3 · T4

LLM Application MVPs· scope inline

AI & ML Products

We build it, you own it, we hand off the runbook. Open-source stack, deployed on day 21, with the Truth Oracle 4-of-4 review log so you can audit every model decision.

Best for

·AI product MVP validation
·Replacing a SaaS spend with internal tooling
·Customer-facing AI workflows

Not the right fit when

×You want a "magic AI" with no scoped workflow
×You expect production traffic on day 22 without retention testing

21-day MVP, $18k–$35k

Scope it

T3 · T4

AI Agent Systems· scope inline

AI & ML Products

From inbox triage to RFP authoring to invoice reconciliation — we ship the agent and we operate it. Tool-use, planning, failure recovery, and operator-in-the-loop are non-negotiable.

Best for

·Research and synthesis at scale
·Operations / support agents
·Data cleanup + enrichment

Not the right fit when

×You want fully autonomous AI with no human review
×You don’t want operator-in-the-loop

4–6 week build + 90-day on-call, $20k–$50k

Scope it

Data Infrastructure

1 project type

T2 · T3

Data Pipelines & ETL· scope inline

Data Infrastructure

If your data isn’t reliable, your AI is hallucinating. We build dbt + Airflow pipelines that move, validate, and deliver data deterministically — including the corpus prep for RAG.

Best for

·Consolidating siloed SaaS data
·Preparing RAG corpora
·Nightly financial rollups

Not the right fit when

×You need real-time sub-second streaming (use a stream processor)
×You’re moving unstructured video / audio blobs

3-week pipeline build + validation, $10k–$30k

Scope it

Systems & Performance

1 project type

T1 · T2 · T3

Systems & Performance· scope inline

Systems & Performance

Focused systems work where performance is the deliverable. We profile, refactor, and ship — including porting Python ML inference paths to llama.cpp / ggml C++ for ~60% cost / latency reduction.

Best for

·C++ codebase modernization (modern C++17/20 + CMake cleanup)
·Native SDK / Python-binding work
·Edge-inference runtimes (ARM64, CUDA)

Not the right fit when

×Safety-critical firmware (ISO 26262, DO-178C, medical devices, avionics)
×A web backend would do the job in 1/10th the time

5-day perf audit, $1.5k–$6k · 4-week native module, $15k–$40k

Scope it

Automation & DevOps

2 project types

T1 · T2

DevOps & CI/CD Automation· scope inline

Automation & DevOps

If it isn’t committed, it doesn’t exist. We codify infrastructure-as-code so your deploys stop being someone’s Sunday night ritual.

Best for

·Migrating from FTP / SSH-deploys to proper CI/CD
·Setting up staging environments
·Dockerizing legacy apps

Not the right fit when

×You deploy once a year and don’t want to deploy more
×You want someone to manually restart servers indefinitely

2-week IaC sprint, $7k–$18k

Scope it

T1 · T2

Browser Extensions & Scrapers· scope inline

Automation & DevOps

We build reliable scrapers and Chrome extensions that interact with DOMs cleanly. We don’t bypass CAPTCHAs, scrape PII, or violate target ToS — operator-vetted, every job.

Best for

·Competitor price / inventory monitoring
·Workflow-automation Chrome extensions
·Public-data aggregation

Not the right fit when

×You need to bypass CAPTCHAs or aggressively evade detection
×You’re scraping PII or copyrighted content at scale

3-week scraper + data-store integration, $8k–$22k

Scope it

When to look elsewhere

We're not a fit for COBOL / Fortran / mainframe modernization; regulated healthcare, EHR, clinical-AI, or HIPAA-heavy projects; regulated financial-institution work (banks, lenders, insurers, trading platforms, money transmission, KYC/AML); SMS marketing or TCPA-regulated messaging systems; safety-critical embedded firmware (ISO 26262, DO-178C, medical devices, avionics); or generic WordPress / Shopify template work. We also don't rent engineers — we sell scoped engagements with outcomes you can audit. If your project is adjacent but not regulated, tell us the boundary and we'll confirm fit.

Scope your project.

Tell us what you want built. We come back inside 48 hours with concrete scope, pricing tier, and the right languages picked for the job.

Scope a Project See what we ship