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Predictive · AI product studioWe build what you'll need next

Predictive is a firm built for the agentic era: senior engineers orchestrating fleets of AI agents to deliver what used to take an entire studio. The craft is orchestration — workflows engineered, measured, and shipped.

Book an AI Opportunity AuditSee how we ship

Montréal  ·  EN/FR  ·  Production AI

The prediction engine

Describe a build or a broken process — a model running in your browser routes you to the right door. Nothing leaves this page.

01 · Work

What we’ve shipped.

The products we build and run, the operations we rebuilt around agents, and the platform that proved the method.

LiveAI product

digitaltwins.world

Digital twins that speak, remember, and transact.

A platform where anyone mints a twin with a voice, a durable memory, and a mandate-gated wallet.

LiveAI product

PolyPredict

A forecasting engine graded against real market prices.

Calibrated probability on real questions — scored against the market, not against vibes.

In buildAI product

DataBay

A marketplace where your data sets go to work.

List, license, and sell data sets — provenance, previews, and payouts built in.

LiveDigital twin

charlesjackson.dev

A personal site that answers for you — in your voice.

The founder's own twin: live voice, working finance tools, and a client funnel run end-to-end by agents.

Operations proof

Sales intelligence

Account research and meeting prep, done before the seller asks.

Recruiting ops

A recruiting funnel that screens, summarizes, and schedules itself.

Finance ops

RFQ to matched invoice, with humans only at the checkpoints.

iOS · consumer

Two native iOS apps, from concept to App Store, solo.

Where the method was proven

Platform · AgTech

One engineer. 250+ installations across North America and Europe.

The sole engineering force behind the platform running an international urban-farming operation — the pre-AI proof of the delivery system this firm now sells.

02 · Services

Two doors in.

Startups walk through Build. Revenue businesses walk through Operate. Most engagements start with the audit.

For startups

Build

Ship the product in weeks, not quarters.

0→1 AI Build Sprints for funded startups shipping AI-native products — then an embedded product team on subscription when you want the speed to keep.

Validate

$18k · 2 weeks

The sharpest possible test of your riskiest assumption, in production.

  • One core AI workflow, shipped
  • Real users, real data, real model costs
  • Eval harness from day one

Launch

$30k · 3 weeks

A launchable product: the workflow, the interface, and the rails around it.

  • Full product surface: auth, billing, dashboard
  • Retrieval + evals + cost controls
  • Deploy pipeline and monitoring

Scale

from $45k · 4 weeks

For products past the first proof: multi-workflow, multi-tenant, measured.

  • Multiple agentic workflows in one platform
  • Tenant isolation, tracing, cost attribution
  • Handoff docs + team walkthrough

Embedded AI Product Team

$8k–$18k/mo

Your AI product team on subscription. One active build at a time, async, fast turnaround. Pause anytime.

Start a build

For revenue businesses

Operate

Get your hours back, provably.

We rebuild documentation-heavy processes around AI agents — hours returned, error rate, cost per run — then run them on retainer so they get cheaper every month.

Single Process Rebuild

$15k–$25k · 2–3 weeks

One high-friction workflow, redesigned and shipped to production.

  • Process teardown: where human judgment is actually required vs. assumed
  • Redesign around agents, with human-in-the-loop checkpoints
  • Production build: retry logic, fallbacks, tracing, cost monitoring
  • Dashboard showing runs, exceptions, and hours saved

One process, measurably cheaper, in under a month.

Operations Overhaul

$35k–$60k · 4–6 weeks

Three to five connected workflows across a department — intake-to-invoice, the full recruiting funnel, the complete AP cycle.

  • Everything in the rebuild, across a connected system
  • One agent platform, unified monitoring, a single exception queue
  • Integration with your systems of record — CRM, ERP, accounting, email

A department that runs on a fraction of the manual hours, with better audit trails than before.

Operations Retainer

$2.5k–$8k/mo

Post-build, we run and improve the system. The compounding line.

  • Monitoring: error rates, throughput, cost-per-run, model drift
  • Model and API change management — someone has to own that
  • Monthly optimization: cheaper models where quality holds
  • An hour bank for new workflow requests

The system gets cheaper and more capable every month, and you never think about it.

We don't automate your process. We redesign it for what agents do well — then prove it with numbers.
Explore Agentic Operations

The front door · 1 week

AI Opportunity Audit

One week. A map of where AI pays off in your business, and which door you should walk through.

$3.5k–$7.5k

Book the audit

Fractional AI Advisory

Senior AI direction on retainer — roadmap, build/buy, stack, governance.

$6k–$15k/mo

03 · Process

Most teams work in series. We work in parallel.
Parallel work streamsOne shipped product

01

Contracts-first specs

Every build starts as a typed contract: interfaces, invariants, and acceptance criteria written before code. Agents can't drift when the spec is executable.

02

Parallel work streams

Work is split into file-disjoint streams across git worktrees — multiple agentic builders running concurrently, the way a team of ten would, without the ten.

03

Eval, trace, cost discipline

Every agentic system ships with evals, tracing, and cost monitoring. If it isn't measured, it isn't done.

04

Production

Integration gates, hardening passes, and live verification against the deployed system — twice: once at the data layer, once through the UI.

04 · The firm

You work directly with the person building your product — no account managers, no juniors, no hand-offs. Senior judgment on every deliverable, with orchestration doing the work of headcount.

Engagements

We take a limited number of engagements at a time.

Base

Montréal-based, working with North American clients in English and French.

Languages

We work in English and French — delivery, documentation, and support.

05 · Contact

Start with the audit.

One week. A map of where AI pays off in your business, and which door you should walk through.

1 week · Fixed price

AI Opportunity Audit

We map where AI will actually pay off in your business — feasibility, ROI, and a build plan you can act on. One week, fixed price.

$4,500

Or send an async brief

Tell us what you're building or what's broken. We reply within one business day.

Which door

  • Fixed price
  • You own the code, day one
  • NDA available