Most of the time goes where nobody is looking.
Pacing station
Every plan is written around the part that is quick to describe. The weeks are consumed by the parts nobody thought to put a number against.
Codiste builds AI agents for venture studios, funds and the founders they back, across FinTech, RegTech, PropTech and MarTech, and we will tell you where your weeks are going before you have spent them finding out.
Eight disciplines, and the weeks are not shared out evenly.
Split them between five suppliers and the slowest one sets your delivery date, while everybody else bills you for waiting.
- 01Strategy
- 02Architecture
- 03Retrieval
- 04Orchestration
- 05Guardrails
- 06Evaluation
- 07Deployment
- 08Observability
The demonstration took a week. The other eleven went somewhere.
They went into the parts that do not demonstrate well: deciding what the agent is allowed to touch, working out what a correct answer even is, and finding out what the data actually contains rather than what the schema says it contains.
Diligence lands on the same arithmetic from the other end. An investor is working out how many more quarters this needs, and a team that cannot account for the last twelve weeks is asking them to guess.
Speed, leverage and risk, and what each one costs in weeks.
Speed
Our quickest voice deployment reached live traffic on day 18, which is the figure in the bar above.
Leverage
Senior engineers who have spent these weeks before, so you are not paying for the same lesson twice.
Risk
Guardrails, evaluation and hallucination control go in during the build, where they cost weeks, rather than after, where they cost quarters.
Three competencies, and where each one spends its time.
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Artificial Intelligence
Architecture, guardrails and evaluation designed together, because deciding what counts as a correct answer takes longer than wiring the model that produces it.
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Blockchain Innovation
Decentralised applications that carry real load, on secure and transparent ledgers keeping data intact across enterprise ecosystems. Supply chain transparency. Tokenisation.
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Machine Learning
Forecasting through to hyper-personalisation, so an archive that has been costing money to store starts returning something against that cost. Predictive analytics. Computer vision.
Four steps, and the pace is set in the first.
The route does not change between a seed-stage voice product and a Series C platform fitting agents into a core system.
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01
Discover
Product, data and every decision the agent will own are settled in the opening days. Everything downstream inherits whatever is decided here, which is why the pace is set at this point and nowhere later.
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02
Prototype
Your team gets something they can operate early, so the expensive disagreements happen while they are still cheap to settle.
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03
Launch
It ships hardened, guardrails enforced, with the audit trail writing from the first request rather than from the first complaint.
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04
Iterate
Real traffic decides what the next revision contains, and this step has no end date because the traffic does not stop arriving.
Four agents, and the time they gave back.
Propizone CRM Voice AI
An enquiry arriving at eleven at night used to wait until somebody opened the inbox in the morning. It now gets eight seconds of silence and then an answer, with the lead qualified before the call ends.
CandiPro ATS Voice AI
Five hundred applicants meant five hundred screening calls against one recruiter's week. The agent runs the hiring manager's interview and returns a shortlist in order.
Neo-Bank Voice AI
In a US neo-bank application, a voice layer answers the account question and moves the money in the same call, reading a confirmation back before the transfer clears.
ReachOut Voice AI
ReachOut's agents call back within seconds, which is the difference between a conversation and a voicemail nobody returns.
One agreement, so the clock starts sooner at every company you back.
Rates, priority access and delivery frameworks are settled once at fund level and hold wherever your capital sits. The weeks a founder would spend running a vendor search are simply not spent.
- FinTech
- RegTech
- PropTech
- MarTech
- SaaS
- AdTech
- SportsTech
Eight frameworks, settled early so they cost nothing later.
Data residency, PII handling, audit trails and explainability all get decided while the architecture is still on the table. Retrofitting them is the single most expensive fortnight a project can buy, and it is always bought at the worst possible moment.
- SOC 2
- ISO 27001
- GDPR
- HIPAA
- EU AI Act
- FINRA
- PCI DSS
- CCPA
Why a fund counts the weeks rather than the features.
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Studio velocity
Engineers who already know which parts consume the time, so the early weeks go on the build instead of on discovering it.
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Cross-stack fluency
A portfolio spans many stacks and so do we: voice, LLM, agentic, retrieval, edge, and whichever legacy system is still carrying the load.
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Reliability as discipline
Guardrails, evaluation and hallucination control sit in the structure, which is the only place they are cheap.
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Investor-grade delivery
A round and a runway are measured in quarters, so the work is done as though our name sat beside yours on the timetable.
Tell us where your weeks are going.
Say what you are building, what it sits inside, and which part has already taken longer than you expected. An engineer comes back with an approach, a range of effort, and the part worth doing first.
Thanks very much.
The brief is on our side now.