srcabc.com
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Applied research systems studio

Software ideas that are expensive to get wrong.

SRCABC helps founders and engineering teams validate AI, interactive, and systems-level product bets through benchmark-driven research, working prototypes, and build-ready architecture.

hello@srcabc.com See public work
What you buy:
Research sprintWorking prototypeSystem blueprintFounder / CTO advisory
Positioning
Research -> Prototype -> Transfer

A clear path from ambiguity to a usable decision and a working asset.

Why it works
Evidence before scale

Great for risky ideas, new technical bets, or premium digital experiences.

Proof model
Public R&D + shipped demos

Open research, browser-based tools, and polished narrative execution.

What you can buy

Productized offers instead of vague consulting.

The site should not sell smartness. It should sell a sharper decision, a faster validation loop, and a more persuasive output. These four offers give the business a clean ladder from first engagement to long-term advisory.

1-2 weeksBest first step

Research Sprint

Clarify the space, frame the bet, and identify where the real technical or product risk actually sits.

  • competitive and technical landscape
  • risk map, decision criteria, benchmark plan
  • clear recommendation memo for founders or leads
  • ideal before committing to architecture or roadmap
3-6 weeksHighest leverage

Prototype Sprint

Build a working proof that makes the opportunity, the UX, and the technical shape legible to decision-makers.

  • interactive proof-of-concept or technical demonstrator
  • measure what matters, not vanity outputs
  • designed for stakeholder buy-in and next-step clarity
  • great for AI tools, interactive products, and novel workflows
4-8 weeksTransfer-ready

System Blueprint

Turn the validated concept into something a product team or engineering team can continue building with confidence.

  • architecture outline, interfaces, constraints, and tradeoffs
  • implementation path with sequencing recommendations
  • handover package for internal team or external partner
  • good for products leaving R&D mode
MonthlySelective

Advisory Retainer

Stay close to major product and architecture choices without carrying a full-time senior R&D lead.

  • ongoing decision support for founders and engineering leads
  • review of vendor choices, product directions, and prototypes
  • research memos and strategic sparring on demand
  • best after an initial sprint or prototype
Operating model

Research -> Prototype -> Transfer

This is the long-term spine of the company. It protects you from becoming either a vague innovation consultant or a commodity implementation shop.

01
Research

Frame the bet.

Map the opportunity, pressure-test assumptions, and decide what deserves to be measured instead of merely discussed.

  • landscape and comparable solutions
  • failure modes and unknowns
  • decision memo with options and tradeoffs
02
Prototype

Make it tangible.

Build the minimum artifact that reveals the truth: what works, what breaks, and what stakeholders finally understand once they can interact with it.

  • working concept or browser-based demonstrator
  • UX and technical constraints made visible
  • evidence instead of slideware
03
Transfer

Hand over cleanly.

Package the result so an internal team, product org, or future engineering partner can move from prototype to real build without guesswork.

  • system blueprint and next-step architecture
  • implementation notes and sequencing
  • clear recommendations for scale or stop
Public proof

Show the work. Then ask for trust.

A new studio should not lead with inflated claims. It should lead with visible evidence. These public references support the long-term positioning far better than generic agency language ever could.

Open sourceR&D authority

ORTHOS

A public research repo and architecture playground. This is the credibility layer: structured documentation, experimental thinking, technical depth, and a visible commitment to ideas that go beyond trend-chasing.

Open repository ->
Browser toolPrototype craft

Prism

A live browser-based technical product. This proves the studio can turn complex technical logic into an actual user-facing artifact, not just research notes.

Open project ->
SecurityBot detection

notabot

A robust, next-generation CAPTCHA and bot detection system. This demonstrates deep expertise in browser environment analysis, timing heuristics, and securing public interfaces against automated abuse.

View notabot ->
Where this wins

Best fit - and what to avoid.

A long-term position gets stronger when it is selective. The goal is not to say yes to every brief. The goal is to become the obvious choice for a narrow class of high-value problems.

Great fit

High-stakes, unclear, or unusually visible work.

  • new product bets with architecture uncertainty
  • AI features where UX, workflow, and system shape are still unresolved
  • interactive technical demos for founders, investors, or enterprise buyers
  • R&D-heavy concepts that need a convincing proof and a cleaner story
  • premium digital experiences where taste and technical clarity both matter
Not the main lane

Commodity implementation and endless delivery.

  • generic staffing replacement or low-margin ticket work
  • large maintenance-heavy projects without a research or prototype angle
  • feature factories where speed matters more than thinking
  • projects that need a big retained team instead of founder-level judgment
  • vague innovation briefs with no decision, proof, or business outcome attached
FAQ

Questions a serious buyer will actually ask.

This section helps the site behave more like a sales asset and less like a moodboard.

Both, but in a specific order: research first, prototype second, transfer third. The point is not to become a full-service agency. The point is to reduce uncertainty fast, make the right thing tangible, and hand over a sharper next step.
The strongest position is not we do everything. SRCABC can take a concept far enough to validate it, de-risk it, and specify it cleanly. For full production scale, the best move is often a handoff to the client team or a dedicated build partner.
Founders, product leaders, CTOs, and engineering leads who are facing a meaningful technical choice and need something stronger than advice but lighter than staffing a whole team.
Because it builds authority, not just utilization. Public R&D, visible prototypes, and productized offers create a moat. Over time, the studio can compound its own frameworks, benchmark logic, and reusable system knowledge instead of reselling hours alone.
Final CTA

Bring the risky idea. Keep the vague brief at home.

The strongest first conversation is usually about a technical decision, a product bet, or a demo that needs to exist before anyone can commit real budget. That is the lane this site should convert for.

Founder-led conversationsNo inflated proof claimsBuilt for high-signal work
hello@srcabc.com