Speed to launch
Our fastest voice deployment carried live traffic on day 18. Earlier product means earlier traction and an earlier round.
Production agents, shipped in weeks and observable from day one.
We embed senior AI engineers with venture studios and the founders they back. Agents go live across FinTech, RegTech, PropTech and MarTech, instrumented well enough that you can show anyone what they did.
150+ systems shipped · 5+ enterprise-grade logos · 1 product of our own
answer.pickup
0.4s
retrieve.property_context
1.9s
guardrail.pii_filter
0.2s
llm.qualify_lead
3.6s
crm.write_back
1.9s
enquiry answered and qualified
8.0s
A demo survives a rehearsed prompt. Production does not.
Most agent projects die between the prototype and real traffic, and the reason is the same one your investors probe in diligence. An agent nobody can inspect is a risk nobody will sign off. We build the inspection in from the first commit rather than bolting it on after the first incident.
Engineering leverage
Senior AI engineers extend your team with no burn and no cap table impact, accountable to milestones rather than headcount.
De-risked AI
Hallucination control, observability, guardrails and compliance are in place on day one, so diligence stays boring.
Your portfolio does not need another vendor.
It needs a team that carries a co-founder's accountability and leaves behind work the next engineer can read.
150+
Systems shipped
5+
Enterprise-grade logos
1
Product of our own, run in production
Every layer of the agent stack, one roadmap.
Strategy, architecture, model selection, retrieval, orchestration, guardrails, evaluation, deployment, observability and iteration. Chasing five vendors is not a founder's job, and it does not produce an agent that survives contact with users.
- hallucination.groundedness
- guardrail.pii_redaction
- eval.regression_suite
- audit.trail_written
- observability.spans_exported
handover-ready, or run by us
ready
Plenty of teams can demo a model.
Fewer can keep one reliable under real load, real users and real regulators. We hold strategy, architecture, guardrails and observability in one team, so the agent you launch is the agent you can still explain in six months.
Artificial Intelligence
Strategy, architecture, guardrails and observability under one accountable roof.
Blockchain Innovation
Secure, transparent ledgers that keep data intact and open new models for collaboration across enterprise ecosystems. Supply chain transparency. Tokenisation.
Machine Learning
Forecasting through to hyper-personalisation, moving data off the cost line. Predictive analytics. Computer vision.
Four steps, whatever the stage.
The same delivery method for a seed-stage voice AI company and a Series C FinTech fitting agents into a core platform.
01
Discover
We map your product, data and decision points in days. You hold a blueprint and a scoped MVP before production code exists.
02
Prototype
A working agent your team, users and investors can use. Iteration runs against reality instead of slides.
03
Launch
Hardened, observable, guardrail-protected deployment inside your stack. Ready for handover, or run by us.
04
Iterate
Agents improve with every interaction they log. We tune, retrain and widen capability as your runway moves.
Four agents in production.
Propizone CRM Voice AI
Portal enquiries land at eleven at night and reach voicemail. A voice layer answers in eight seconds and qualifies the lead.
CandiPro ATS Voice AI
Five hundred applicants means five hundred screening calls. A voice agent runs the hiring manager's interview and books the shortlist.
Neo-Bank Voice AI
Inside a US neo-bank app, a voice layer that answers the question and then moves the money, with a confirmation path on the transfer.
ReachOut Voice AI
ReachOut's agents call within seconds, so every lead gets a real conversation while they are still thinking about it.
One relationship, several portfolio companies.
We work with venture studios, platform teams and the funds behind them. Where a portfolio company needs a reliable AI engineering bench at short notice, we drop in without the friction an agency brings with it.
- FinTech
- RegTech
- PropTech
- MarTech
- SaaS
- AdTech
- SportsTech
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Portfolio-wide terms
Rates, priority access and delivery frameworks agreed once, holding across every company you back.
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Warm-intro ready
We sit with your partners and learn the thesis before a founder ever calls, so founders skip weeks of vendor discovery.
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Reputation-grade delivery
Every project reflects on your judgement, and we work as though it does.
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Built for your thesis
Voice AI, FinTech infrastructure, RegTech compliance, PropTech data, MarTech growth systems and legacy transformation.
Built to the frameworks your regulators name.
For portfolio companies in FinTech, RegTech, PropTech, MarTech and healthcare-adjacent software, compliance is not a phase at the end. Data residency, PII handling, audit trails and explainability go in as the agent is built, so your legal and risk teams approve something that already exists.
- SOC 2
- ISO 27001
- GDPR
- HIPAA
- EU AI Act
- FINRA
- PCI DSS
- CCPA
Why funds and founders bring us in.
Studio velocity
Senior engineers who have shipped before. No junior overhead, no offshore surprises, no ramp you are paying for.
Cross-stack fluency
Voice, LLM, agentic, RAG, edge and legacy integration. Your portfolio lives across stacks and so do we.
Reliability as discipline
Guardrails, observability and hallucination control sit inside how we engineer, not in a hardening pass at the end.
Investor-grade delivery
Your runway is real. Your next round is real. Your reputation is real. We ship as though ours rides on it.
Tell us what you are building.
No pitch deck, no generic playbook. Senior engineers and answers you can act on.
-
01
Read by the person who would build it
Not routed through an account manager first.
-
02
Scoped, not quoted
An approach and an effort range come back, not a price list.
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03
One instrument named
We say which signal we would put a trace on first.
Thank you.
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