More money out of the same portfolio.
Your portcos are bleeding margin to labor you no longer need to hire.
Your holdings are 18 months from being structurally outpriced by AI-native peers.
We are a team of elite entrepreneurs and builders, the embedded AI unit for family offices and venture funds. We move into your holdings and transform their entire operation and the underlying platform itself as agentic, AI-native systems. Higher margin, leaner headcount, faster cash generation , visible in the next board pack, compounding across the whole book.
TRUSTED BY PARTNERS AT FUNDS & SINGLE-FAMILY OFFICES, $50M to $5B AUM
One unit. Eighty-plus agents.
Every agent is purpose-built for a specific workflow inside a real portfolio company. Not demos. Not prototypes. Production systems that run your holdings' operations.
Production agents embedded inside products across sales, finance, legal, support & ops
Standalone platforms & embedded systems built by the unit inside portfolio companies
Finance, legal, healthcare, real estate, consumer, security & more
From first board conversation to production system running inside the portco
More margin, more money out of the same holdings.
Family offices and funds don't hire us for AI, they hire us for what AI does to the P&L. Every engagement is underwritten against four levers that move the value of your book: gross margin, headcount efficiency, EBITDA, and the exit multiple.
Replace the most expensive recurring labor inside each portco, support, ops, back-office, mid-office, with agentic workflows your operators supervise.
Existing teams keep their jobs and stop drowning. Output per person multiplies, hiring plans get cut in half, payback on every role gets shorter.
AI-native customer acquisition, pricing optimization, and product-led growth engines embedded inside portcos. Same teams, more revenue per head.
Agentic workflows replace expensive third-party services, manual processes, and bloated vendor stacks. Savings drop straight to EBITDA with no headcount cuts.
Annualized impact range we model on day one of every diagnostic. Underwritten against real workflows, real salaries, real vendor spend in the holding.
Buyers and the public market pay more for companies that are structurally AI-operated than for legacy peers. We position each portco for that re-rating before exit.
A 10-company book. Eight engagements over 18 months. Conservatively $80M–$200M of annualized EBITDA uplift across the portfolio, plus a structural re-rating at exit.
Why principals pick us over any other operator they've hired before.
There is no other team built like this for capital allocators. We are elite entrepreneurs and builders, not consultants, not fractional CTOs, not vendors. A productized AI engineering unit purpose-built to operate inside investor portfolios and ship production systems at startup velocity.
Generalist consultants, rotating junior staff
Elite entrepreneurs & builders who have shipped products
Hourly billings, slide decks, advisory retainers
Embedded engineering pod, outcome-aligned, co-owned KPIs
First AI transformation they've ever run
55+ AI-native products shipped across 18 verticals
One portco at a time, no shared learning
One unit. Reusable IP compounds across the whole book
Strategy memos and a Notion roadmap
Production agentic systems running in your portco
Quarters. Often years.
Live systems in under 6 weeks per workflow
Soft, hard to attribute, never makes the board pack
Margin, payback, headcount efficiency, visible next quarter
We don't bill hours. We compound inventory.
Traditional consulting and dev shops sell labor, every project starts at zero, and margin compresses as wages rise. Our unit sells access to a growing inventory of 220+ agents and 55+ products. Every engagement deposits new building blocks. The next one withdraws from inventory at near-zero marginal cost. The cost of the 50th use of a block is roughly 2% of the first.
Ship a feature or product inside a portco. Real workflow, real users, real P&L pressure.
It survives production. Evals, observability, guardrails, SLOs get baked in once, not per project.
The block moves into our inventory. Auth, RAG, ingestion, ops agents, claims triage, underwriting copilots.
Next portco lands on day one with battle-tested infrastructure. Configuration, not greenfield.
Small blocks, amortized across 220+ agents.
Auth, RAG, eval harness, observability, billing, RBAC, ingestion pipelines, tool-use scaffolding. Built once, hardened once, reused everywhere. This is what kills the 9-month CTO + greenfield team math.
Large blocks, configured, not rebuilt.
Document intelligence, claims triage, underwriting copilots, ops agents, support deflection. Each new portco engagement is a configuration of an existing product. Time-to-value collapses from quarters to weeks.
A block built for Portco A becomes a free upgrade for Portco B in the same book. Lower delivery cost, faster deployment, lower execution risk, and cross-portco optionality, IRR uplift compounds inside the hold period.
How we transform a portfolio company.
Four phases. Same sequence every time. First systems live in 6 weeks. Then we stay, tune, and compound. Refined across 55+ builds by elite entrepreneurs and builders, not invented at your portco's expense.
DIAGNOSE
Two-week scan across the holdings. Map workflows, headcount, vendors, P&L, friction. Rank portcos by transformation ROI.
Board-ready opportunity map across your book
ARCHITECT
Design the AI-native operating model per portco. Which functions go agentic, which humans become operators, which tools get retired.
Transformation plan with EBITDA impact ranges
BUILD
Our engineering pod ships the systems inside the portco. Sales, finance, support, ops, product flows, replaced or augmented with agents. First systems are live in 6 weeks.
Production agentic systems live and compounding
OPTIMIZE
We do not hand off and leave. The unit stays embedded, tuning agents, adding new workflows, and pushing reusable assets back into the fund library. Your portfolio gets better every quarter.
Continuous margin expansion and cross-portco reuse in every board pack
We don't sell a product list. We sell a factory that has already built 40+ products across 10 domains, with 23 live in production today.
Specific products stay confidential to their portcos and partners. What travels with us into your holdings is the pattern library, the agents, the integrations and the playbooks behind every theme below.
Agentic systems that compress the path from signal to closed revenue, AEO visibility, pipeline orchestration, inbox triage, content velocity.
- AI visibility & AEO
- Full-funnel revenue ops
- Outbound & inbox agents
- Content & email at scale
Research, valuation and decision surfaces purpose-built for family offices, funds and operators acting on private and public markets.
- Family office research
- Equity & trade ideation
- Auction & price intelligence
- Alternative asset valuation
The contract layer of a modern operating company, drafting, review, risk scoring, contractor compliance, conversational legal copilots.
- Contract lifecycle AI
- Pre-signature risk scoring
- Contractor & compliance ops
- Legal research copilots
Decision intelligence over the physical world, properties, roofs, parts, with hundreds of risk and value signals fused into a single view.
- Property risk intelligence
- Roof & solar viability
- Distributor commerce surfaces
Operating platforms for clinicians and care coordinators, scheduling, intake, and the messy coordination that surrounds every patient.
- Doctor operating systems
- Care team coordination
- Patient intake agents
The internal surfaces a modern portco actually runs on, project intelligence, calendars, launchpads, and modernized legacy SaaS.
- Agentic project management
- Smart scheduling
- Launch & landing systems
- Legacy SaaS modernization
Studios where agents do the production work, retail creative, storytelling, color, music, generated and shipped at portfolio scale.
- Live creative studios
- Interactive storytelling
- Color & palette intelligence
- Browser-native media tools
The security and authenticity layer around AI-generated content and code, so portcos can ship fast without shipping risk.
- AI content provenance
- AI-code security guardrails
The infrastructure that makes the rest compound, our own agent foundry, velocity telemetry and knowledge platforms.
- Agent foundry
- Portfolio velocity telemetry
- Knowledge platforms
Where we stress-test playful, high-engagement product surfaces, the same patterns later harden into enterprise UX inside portcos.
- Gamified AI experiences
- Sport & performance
- Classic games, modernized
Want to see real systems behind these themes? We walk family offices and funds through named case studies under NDA during the portfolio diagnostic.
A snapshot of the book we're currently transforming.
We don't publish logos. Principals don't want their portcos in our marketing , and we don't want them there either.
What we believe about the next five years of your portfolio.
AI is an operating model, not a feature.
Bolting a chatbot onto a SaaS company doesn't move the curve. Replacing the workflow underneath does. LPs feel it in gross margin, not in product screenshots.
Funds don't have a build advantage anymore.
Every portfolio company hires the same fractional CTOs from the same Slack groups. We give your fund a real, exclusive, shared engineering unit no other LP gets.
Reusable IP compounds across the book.
What we build for portco #1 becomes a starting point for portco #2. Within four engagements your fund owns an internal AI asset library no consultancy can match.
Margin is the new growth.
In a higher-rate world, principals reward gross margin, payback, and headcount efficiency over headline ARR. Every system we deploy moves those three numbers.
Speed is the only moat that survives.
We compress idea-to-live-system to under six weeks. Companies that move at this clock speed make every other company in the category look stuck.
Founders welcome it, when done right.
We don't replace their team, we hand them an engineering force-multiplier they couldn't hire in a year. CEOs sleep better; you skip the awkward board call.
Three ways principals work with us.
Most partners start with a diagnostic on one high-conviction company, then expand the unit across the rest of the book once the curve is visible. You get an elite team of entrepreneurs and builders, not a slide deck.
Portfolio Diagnostic
Deep scan across the holdings. We identify the 3–5 portcos with highest AI transformation ROI and deliver a board-ready plan per company.
- ›Workflow & cost mapping
- ›Ranked opportunity list
- ›EBITDA impact ranges
- ›Recommended sequencing
Single Portco Transformation
We embed in one portfolio company and transform its operating layer end to end. First systems go live in 6 weeks. The unit then stays to tune, expand, and compound improvements quarter over quarter.
- ›Dedicated engineering pod
- ›Agentic systems shipped and tuned
- ›Ongoing optimization & new workflows
- ›Quarterly upgrades & cross-portco reuse
Fund-Wide AI Unit
We become your fund's permanent AI org. Continuous transformation across the entire book. Reuse of systems compounds across portcos quarter over quarter.
- ›Dedicated to your fund
- ›Cross-portco reusable assets
- ›Quarterly LP-ready reporting
- ›First-look on internal IP
Three questions every principal asks us.
Why not just hire a CTO into the portco?
A CTO takes 9 months to source, costs $400K+ all-in, and ships one company's roadmap. We embed an elite pod across your whole book this quarter, and the IP we build inside one portco compounds into the next.
Hire a CTO for steady-state. Hire us for the transformation that gets you there.
What you will never get from us.
- ×Slide decks, strategy memos, Notion roadmaps.
- ×Fractional CTO / advisory retainers.
- ×Hourly billings or staff-aug bodies.
- ×More than 6 funds engaged at any one time.
Scarcity is the model. If the slot isn't open, it isn't open.
Is our portco the right size for this?
Outside the band? Tell us anyway, we'll be straight about fit on the call.
Bring the unit into your fund.
Tell us about your fund or family office and one portfolio company you'd transform first. We respond within two business days with a tailored brief, a candidate workflow we'd transform and estimated EBITDA impact.
- ›Confidential, no portfolio details shared externally.
- ›Start with one portco diagnostic or fund-wide engagement.
- ›We co-invest in transformation outcomes where it fits.